From 7ef18ce9d76cb7bd89873c8b1725aacbe004ea54 Mon Sep 17 00:00:00 2001
From: Louis Choquel <louis@pipelex.com>
Date: Thu, 13 Nov 2025 17:01:58 +0100
Subject: [PATCH 01/22] Demo materials

---
 data/Job-Offer.pdf   | Bin 0 -> 140830 bytes
 data/John-Doe-CV.pdf | Bin 0 -> 53980 bytes
 examples.sh          |  11 +++++++++++
 3 files changed, 11 insertions(+)
 create mode 100644 data/Job-Offer.pdf
 create mode 100644 data/John-Doe-CV.pdf
 create mode 100644 examples.sh

diff --git a/data/Job-Offer.pdf b/data/Job-Offer.pdf
new file mode 100644
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diff --git a/examples.sh b/examples.sh
new file mode 100644
index 0000000..a12723c
--- /dev/null
+++ b/examples.sh
@@ -0,0 +1,11 @@
+pipelex build pipe "Take a CV and Job offer in PDF, analyze if they match and generate 5 questions for the interview"
+
+pipelex build pipe "Imagine a cute animal mascot for a startup based on its elevator pitch and some brand guidelines"
+
+pipelex build pipe "Imagine a cute animal mascot for a startup based on its elevator pitch \
+    and some brand guidelines, propose 2 different ideas, and for each, 3 style variants in the image generation prompt, \
+        at the end we want the rendered image" -o mascot
+
+pipelex build pipe "Given an expense report, apply company rules"
+
+pipelex build pipe "Given a theme, write a Haiku"

From 776e27e1b9405241a37fc5b460feef1928a29549 Mon Sep 17 00:00:00 2001
From: Louis Choquel <louis@pipelex.com>
Date: Thu, 13 Nov 2025 17:26:22 +0100
Subject: [PATCH 02/22] config and rules

---
 .pipelex/inference/backends.toml              |   86 ++
 .pipelex/inference/backends/anthropic.toml    |   99 ++
 .pipelex/inference/backends/azure_openai.toml |  112 ++
 .pipelex/inference/backends/bedrock.toml      |  111 ++
 .pipelex/inference/backends/blackboxai.toml   |  231 ++++
 .pipelex/inference/backends/fal.toml          |   57 +
 .pipelex/inference/backends/google.toml       |   60 +
 .pipelex/inference/backends/internal.toml     |   29 +
 .pipelex/inference/backends/mistral.toml      |  142 ++
 .pipelex/inference/backends/ollama.toml       |   63 +
 .pipelex/inference/backends/openai.toml       |  170 +++
 .pipelex/inference/backends/perplexity.toml   |   63 +
 .../inference/backends/pipelex_inference.toml |  157 +++
 .pipelex/inference/backends/vertexai.toml     |   53 +
 .pipelex/inference/backends/xai.toml          |   56 +
 .pipelex/inference/deck/base_deck.toml        |  179 +++
 .pipelex/inference/deck/overrides.toml        |   19 +
 .pipelex/inference/routing_profiles.toml      |  151 +++
 .pipelex/pipelex.toml                         |   90 ++
 .pipelex/telemetry.toml                       |   21 +
 BLACKBOX_RULES.md                             | 1153 -----------------
 21 files changed, 1949 insertions(+), 1153 deletions(-)
 create mode 100644 .pipelex/inference/backends.toml
 create mode 100644 .pipelex/inference/backends/anthropic.toml
 create mode 100644 .pipelex/inference/backends/azure_openai.toml
 create mode 100644 .pipelex/inference/backends/bedrock.toml
 create mode 100644 .pipelex/inference/backends/blackboxai.toml
 create mode 100644 .pipelex/inference/backends/fal.toml
 create mode 100644 .pipelex/inference/backends/google.toml
 create mode 100644 .pipelex/inference/backends/internal.toml
 create mode 100644 .pipelex/inference/backends/mistral.toml
 create mode 100644 .pipelex/inference/backends/ollama.toml
 create mode 100644 .pipelex/inference/backends/openai.toml
 create mode 100644 .pipelex/inference/backends/perplexity.toml
 create mode 100644 .pipelex/inference/backends/pipelex_inference.toml
 create mode 100644 .pipelex/inference/backends/vertexai.toml
 create mode 100644 .pipelex/inference/backends/xai.toml
 create mode 100644 .pipelex/inference/deck/base_deck.toml
 create mode 100644 .pipelex/inference/deck/overrides.toml
 create mode 100644 .pipelex/inference/routing_profiles.toml
 create mode 100644 .pipelex/pipelex.toml
 create mode 100644 .pipelex/telemetry.toml
 delete mode 100644 BLACKBOX_RULES.md

diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
new file mode 100644
index 0000000..9c89e6d
--- /dev/null
+++ b/.pipelex/inference/backends.toml
@@ -0,0 +1,86 @@
+####################################################################################################
+# Pipelex Inference Backends Configuration
+####################################################################################################
+#
+# This file configures the inference backends available to Pipelex.
+# Each backend connects to a different AI service provider (OpenAI, Anthropic, Google, etc.).
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+[pipelex_inference]
+display_name = "⭐ Pipelex Inference"
+enabled = true
+endpoint = "https://inference.pipelex.com/v1"
+api_key = "${PIPELEX_INFERENCE_API_KEY}"
+
+[anthropic]
+enabled = true
+api_key = "${ANTHROPIC_API_KEY}"
+claude_4_tokens_limit = 8192
+
+[azure_openai]
+display_name = "Azure OpenAI"
+enabled = true
+endpoint = "${AZURE_API_BASE}"
+api_key = "${AZURE_API_KEY}"
+api_version = "${AZURE_API_VERSION}"
+
+[bedrock]
+display_name = "Amazon Bedrock"
+enabled = true
+aws_region = "${AWS_REGION}"
+
+[blackboxai]
+display_name = "BlackBox AI"
+enabled = true
+endpoint = "https://api.blackbox.ai/v1"
+api_key = "${BLACKBOX_API_KEY}"
+
+[fal]
+display_name = "FAL"
+enabled = true
+api_key = "${FAL_API_KEY}"
+
+[google]
+display_name = "Google AI"
+enabled = true
+api_key = "${GOOGLE_API_KEY}"
+
+[groq]
+display_name = "Groq"
+enabled = true
+endpoint = "https://api.groq.com/openai/v1"
+api_key = "${GROQ_API_KEY}"
+
+[mistral]
+display_name = "Mistral AI"
+enabled = true
+api_key = "${MISTRAL_API_KEY}"
+
+[ollama]
+enabled = true
+endpoint = "http://localhost:11434/v1"
+
+[openai]
+display_name = "OpenAI"
+enabled = true
+api_key = "${OPENAI_API_KEY}"
+
+[vertexai]
+display_name = "Google Vertex AI"
+enabled = false
+gcp_project_id = "${GCP_PROJECT_ID}"
+gcp_location = "${GCP_LOCATION}"
+gcp_credentials_file_path = "${GCP_CREDENTIALS_FILE_PATH}"
+
+[xai]
+display_name = "xAI"
+enabled = true
+endpoint = "https://api.x.ai/v1"
+api_key = "${XAI_API_KEY}"
+
+[internal] # software-only backend, runs internally, without AI
+enabled = true
diff --git a/.pipelex/inference/backends/anthropic.toml b/.pipelex/inference/backends/anthropic.toml
new file mode 100644
index 0000000..66721e2
--- /dev/null
+++ b/.pipelex/inference/backends/anthropic.toml
@@ -0,0 +1,99 @@
+################################################################################
+# Anthropic Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Anthropic Claude models.
+# It contains model definitions for various Claude language models
+# accessible through the Anthropic API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["claude-3.5-sonnet"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "anthropic"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Claude 3 Series ----------------------------------------------------------
+[claude-3-haiku]
+model_id = "claude-3-haiku-20240307"
+max_tokens = 4096
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 0.25, output = 1.25 }
+
+[claude-3-opus]
+model_id = "claude-3-opus-20240229"
+max_tokens = 4096
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 15.0, output = 75.0 }
+
+# --- Claude 3.7 Series --------------------------------------------------------
+["claude-3.7-sonnet"]
+model_id = "claude-3-7-sonnet-20250219"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+# --- Claude 4 Series ----------------------------------------------------------
+[claude-4-sonnet]
+model_id = "claude-sonnet-4-20250514"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+[claude-4-opus]
+model_id = "claude-opus-4-20250514"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+# --- Claude 4.1 Series --------------------------------------------------------
+["claude-4.1-opus"]
+model_id = "claude-opus-4-1-20250805"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+# --- Claude 4.5 Series --------------------------------------------------------
+["claude-4.5-sonnet"]
+model_id = "claude-sonnet-4-5-20250929"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+["claude-4.5-haiku"]
+model_id = "claude-haiku-4-5-20251001"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 1.0, output = 5.0 }
diff --git a/.pipelex/inference/backends/azure_openai.toml b/.pipelex/inference/backends/azure_openai.toml
new file mode 100644
index 0000000..930f161
--- /dev/null
+++ b/.pipelex/inference/backends/azure_openai.toml
@@ -0,0 +1,112 @@
+################################################################################
+# Azure OpenAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Azure OpenAI models.
+# It contains model definitions for OpenAI models deployed on Azure
+# accessible through the Azure OpenAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "azure_openai"
+prompting_target = "openai"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- GPT-4o Series ------------------------------------------------------------
+[gpt-4o]
+model_id = "gpt-4o-2024-11-20"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+
+[gpt-4o-mini]
+model_id = "gpt-4o-mini-2024-07-18"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+
+# --- GPT-4.1 Series -----------------------------------------------------------
+["gpt-4.1"]
+model_id = "gpt-4.1-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+
+["gpt-4.1-mini"]
+model_id = "gpt-4.1-mini-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+
+["gpt-4.1-nano"]
+model_id = "gpt-4.1-nano-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+
+# --- o Series ----------------------------------------------------------------
+[o1-mini]
+model_id = "o1-mini-2024-09-12"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 3.0, output = 12.0 }
+
+[o1]
+model_id = "o1-2024-12-17"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.0, output = 60.0 }
+
+[o3-mini]
+model_id = "o3-mini-2025-01-31"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+
+[o3]
+model_id = "o3-2025-04-16"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+
+# --- GPT-5 Series -------------------------------------------------------------
+[gpt-5-mini]
+model_id = "gpt-5-mini-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.0 }
+
+[gpt-5-nano]
+model_id = "gpt-5-nano-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.4 }
+
+[gpt-5-chat]
+model_id = "gpt-5-chat-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+
+[gpt-5]
+model_id = "gpt-5-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
diff --git a/.pipelex/inference/backends/bedrock.toml b/.pipelex/inference/backends/bedrock.toml
new file mode 100644
index 0000000..cea9134
--- /dev/null
+++ b/.pipelex/inference/backends/bedrock.toml
@@ -0,0 +1,111 @@
+################################################################################
+# Amazon Bedrock Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Amazon Bedrock models.
+# It contains model definitions for various language models
+# accessible through the Amazon Bedrock service.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["claude-3.5-sonnet"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "bedrock_aioboto3"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Mistral Models -----------------------------------------------------------
+[bedrock-mistral-large]
+model_id = "mistral.mistral-large-2407-v1:0"
+max_tokens = 8192
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 4.0, output = 12.0 }
+
+# --- Meta Llama Models --------------------------------------------------------
+[bedrock-meta-llama-3-3-70b-instruct]
+model_id = "us.meta.llama3-3-70b-instruct-v1:0"
+max_tokens = 8192
+inputs = ["text"]
+outputs = ["text"]
+# TODO: find out the actual cost per million tokens for llama3 on bedrock
+costs = { input = 3.0, output = 15.0 }
+
+# --- Amazon Nova Models -------------------------------------------------------
+[bedrock-nova-pro]
+model_id = "us.amazon.nova-pro-v1:0"
+max_tokens = 5120
+inputs = ["text"]
+outputs = ["text"]
+# TODO: find out the actual cost per million tokens for nova on bedrock
+costs = { input = 3.0, output = 15.0 }
+
+# --- Claude LLMs --------------------------------------------------------------
+["claude-3.7-sonnet"]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-3-7-sonnet-20250219-v1:0"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+[claude-4-sonnet]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-sonnet-4-20250514-v1:0"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+[claude-4-opus]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-opus-4-20250514-v1:0"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+["claude-4.1-opus"]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-opus-4-1-20250805-v1:0"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+["claude-4.5-sonnet"]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-sonnet-4-5-20250929-v1:0"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+["claude-4.5-haiku"]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-haiku-4-5-20251001-v1:0"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 1.0, output = 5.0 }
diff --git a/.pipelex/inference/backends/blackboxai.toml b/.pipelex/inference/backends/blackboxai.toml
new file mode 100644
index 0000000..4c5909a
--- /dev/null
+++ b/.pipelex/inference/backends/blackboxai.toml
@@ -0,0 +1,231 @@
+################################################################################
+# BlackBoxAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for BlackBoxAI models.
+# It contains model definitions for various language models from different providers
+# accessible through the BlackBoxAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.5-preview"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- OpenAI Models ------------------------------------------------------------
+[gpt-4o-mini]
+model_id = "blackboxai/openai/gpt-4o-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.60 }
+
+[gpt-4o]
+model_id = "blackboxai/openai/gpt-4o"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.50, output = 10.00 }
+
+[o1-mini]
+model_id = "blackboxai/openai/o1-mini"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.10, output = 4.40 }
+
+[o4-mini]
+model_id = "blackboxai/openai/o4-mini"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.10, output = 4.40 }
+
+# --- Claude LLMs --------------------------------------------------------------
+["claude-3.5-haiku"]
+model_id = "blackboxai/anthropic/claude-3.5-haiku"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.80, output = 4.00 }
+
+["claude-3.5-sonnet"]
+model_id = "blackboxai/anthropic/claude-3.5-sonnet"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3.00, output = 15.00 }
+
+["claude-3.7-sonnet"]
+model_id = "blackboxai/anthropic/claude-3.7-sonnet"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3.00, output = 15.00 }
+
+[claude-opus-4]
+model_id = "blackboxai/anthropic/claude-opus-4"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.00, output = 75.00 }
+
+[claude-4-sonnet]
+model_id = "blackboxai/anthropic/claude-sonnet-4"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3.00, output = 15.00 }
+
+["claude-4.5-sonnet"]
+model_id = "blackboxai/anthropic/claude-sonnet-4.5"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.28, output = 1.10 }
+
+# --- Google Models ------------------------------------------------------------
+["gemini-2.5-flash"]
+model_id = "blackboxai/google/gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.30, output = 2.50 }
+
+["gemini-2.5-pro"]
+model_id = "blackboxai/google/gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.00 }
+
+["gemini-flash-1.5-8b"]
+model_id = "blackboxai/google/gemini-flash-1.5-8b"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.04, output = 0.15 }
+
+# --- Mistral Models -----------------------------------------------------------
+[mistral-large]
+model_id = "blackboxai/mistralai/mistral-large"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 2.00, output = 6.00 }
+
+[pixtral-large-2411]
+model_id = "blackboxai/mistralai/pixtral-large-2411"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.00, output = 6.00 }
+
+# --- Meta Llama Models --------------------------------------------------------
+["llama-3.3-70b-instruct"]
+model_id = "blackboxai/meta-llama/llama-3.3-70b-instruct"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.04, output = 0.12 }
+
+["llama-3.2-11b-vision-instruct"]
+model_id = "blackboxai/meta-llama/llama-3.2-11b-vision-instruct"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.05 }
+
+# --- Qwen Models --------------------------------------------------------------
+["qwen-2.5-72b-instruct"]
+model_id = "blackboxai/qwen/qwen-2.5-72b-instruct"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.12, output = 0.39 }
+
+["qwen2.5-vl-72b-instruct"]
+model_id = "blackboxai/qwen/qwen2.5-vl-72b-instruct"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 0.75 }
+
+# --- Amazon Nova Models -------------------------------------------------------
+[nova-micro-v1]
+model_id = "blackboxai/amazon/nova-micro-v1"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.04, output = 0.14 }
+
+[nova-lite-v1]
+model_id = "blackboxai/amazon/nova-lite-v1"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.06, output = 0.24 }
+
+################################################################################
+# FREE MODELS
+################################################################################
+
+# --- DeepSeek Free Models -----------------------------------------------------
+[deepseek-chat-free]
+model_id = "blackboxai/deepseek/deepseek-chat:free"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.00, output = 0.00 }
+
+[deepseek-r1-free]
+model_id = "blackboxai/deepseek/deepseek-r1:free"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.00, output = 0.00 }
+
+# --- Meta Llama Free Models ---------------------------------------------------
+["llama-3.3-70b-instruct-free"]
+model_id = "blackboxai/meta-llama/llama-3.3-70b-instruct:free"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.00, output = 0.00 }
+
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+[flux-pro]
+model_type = "img_gen"
+sdk = "openai_alt_img_gen"
+model_id = "blackboxai/black-forest-labs/flux-pro"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.04 }
+
+["flux-pro/v1.1"]
+model_type = "img_gen"
+sdk = "openai_alt_img_gen"
+model_id = "blackboxai/black-forest-labs/flux-1.1-pro"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.04 }
+
+["flux-pro/v1.1-ultra"]
+model_type = "img_gen"
+sdk = "openai_alt_img_gen"
+model_id = "blackboxai/black-forest-labs/flux-1.1-pro-ultra"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.06 }
+
+["fast-lightning-sdxl"]
+model_type = "img_gen"
+sdk = "openai_alt_img_gen"
+model_id = "blackboxai/bytedance/sdxl-lightning-4step"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.0014 }
+
+[nano-banana]
+model_type = "img_gen"
+sdk = "openai_alt_img_gen"
+model_id = "blackboxai/google/nano-banana"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.039 }
diff --git a/.pipelex/inference/backends/fal.toml b/.pipelex/inference/backends/fal.toml
new file mode 100644
index 0000000..d54a25f
--- /dev/null
+++ b/.pipelex/inference/backends/fal.toml
@@ -0,0 +1,57 @@
+################################################################################
+# FAL Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for FAL (Fast AI Labs) models.
+# It contains model definitions for various image generation models
+# accessible through the FAL API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["flux-pro/v1.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "img_gen"
+sdk = "fal"
+prompting_target = "fal"
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# --- Flux Pro Series ----------------------------------------------------------
+[flux-pro]
+model_id = "fal-ai/flux-pro"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.05, output = 0.0 }
+
+["flux-pro/v1.1"]
+model_id = "fal-ai/flux-pro/v1.1"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.05, output = 0.0 }
+
+["flux-pro/v1.1-ultra"]
+model_id = "fal-ai/flux-pro/v1.1-ultra"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.06, output = 0.0 }
+
+# --- SDXL models --------------------------------------------------------------
+[fast-lightning-sdxl]
+model_id = "fal-ai/fast-lightning-sdxl"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0003, output = 0.0 }
+
diff --git a/.pipelex/inference/backends/google.toml b/.pipelex/inference/backends/google.toml
new file mode 100644
index 0000000..68c39d9
--- /dev/null
+++ b/.pipelex/inference/backends/google.toml
@@ -0,0 +1,60 @@
+################################################################################
+# Google Gemini API Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Google Gemini API models.
+# It contains model definitions for Gemini language models
+# accessible through the Google Gemini API (not VertexAI).
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gemini-2.0-flash"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "google"
+prompting_target = "gemini"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Gemini 2.0 Series ----------------------------------------
+["gemini-2.0-flash"]
+model_id = "gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.10, output = 0.40 }
+
+# --- Gemini 2.5 Series ----------------------------------------
+["gemini-2.5-pro"]
+model_id = "gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+
+["gemini-2.5-flash"]
+model_id = "gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.30, output = 2.50 }
+
+["gemini-2.5-flash-lite"]
+model_id = "gemini-2.5-flash-lite"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.10, output = 0.40 }
diff --git a/.pipelex/inference/backends/internal.toml b/.pipelex/inference/backends/internal.toml
new file mode 100644
index 0000000..5bb9683
--- /dev/null
+++ b/.pipelex/inference/backends/internal.toml
@@ -0,0 +1,29 @@
+################################################################################
+# Internal Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for internal software-only models.
+# These models run internally without external APIs or AI services.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# TEXT EXTRACTION MODELS
+################################################################################
+
+# --- PyPDFium2 Text Extractor -------------------------------------------------
+[pypdfium2-extract-text]
+model_type = "text_extractor"
+sdk = "pypdfium2"
+model_id = "extract-text"
+inputs = ["pdf"]
+outputs = ["pages"]
+costs = {}
+
diff --git a/.pipelex/inference/backends/mistral.toml b/.pipelex/inference/backends/mistral.toml
new file mode 100644
index 0000000..cb70937
--- /dev/null
+++ b/.pipelex/inference/backends/mistral.toml
@@ -0,0 +1,142 @@
+################################################################################
+# Mistral Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Mistral AI models.
+# It contains model definitions for various Mistral language models and specialized models
+# accessible through the Mistral API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["ministral-3b"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "mistral"
+prompting_target = "mistral"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Ministral Series ---------------------------------------------------------
+[ministral-3b]
+model_id = "ministral-3b-latest"
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.04, output = 0.04 }
+
+[ministral-8b]
+model_id = "ministral-8b-latest"
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.1 }
+
+# --- Mistral 7B Series --------------------------------------------------------
+[mistral-7b-2312]
+model_id = "mistral-large-2402"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 0.25 }
+
+# --- Mistral 8x7B Series ------------------------------------------------------
+[mistral-8x7b-2312]
+model_id = "open-mixtral-8x7b"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0.7, output = 0.7 }
+
+# --- Mistral Codestral Series -------------------------------------------------
+[mistral-codestral-2405]
+model_id = "codestral-2405"
+max_tokens = 262144
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 1.0, output = 3.0 }
+
+# --- Mistral Large Series -----------------------------------------------------
+[mistral-large-2402]
+model_id = "mistral-large-2402"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 4.0, output = 12.0 }
+
+[mistral-large]
+model_id = "mistral-large-latest"
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 4.0, output = 12.0 }
+
+# --- Mistral Small Series -----------------------------------------------------
+[mistral-small-2402]
+model_id = "mistral-small-2402"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.0, output = 3.0 }
+
+[mistral-small]
+model_id = "mistral-small-latest"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.0, output = 3.0 }
+
+# --- Pixtral Series -----------------------------------------------------------
+[pixtral-12b]
+model_id = "pixtral-12b-latest"
+max_tokens = 131072
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.15 }
+
+[pixtral-large]
+model_id = "pixtral-large-latest"
+max_tokens = 131072
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.0, output = 6.0 }
+
+# --- Mistral Medium Series ----------------------------------------------------
+[mistral-medium]
+model_id = "mistral-medium-latest"
+max_tokens = 128000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 2.0 }
+
+[mistral-medium-2508]
+model_id = "mistral-medium-2508"
+max_tokens = 128000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 2.0 }
+
+################################################################################
+# EXTRACTION MODELS
+################################################################################
+
+# --- OCR Models ---------------------------------------------------------------
+[mistral-ocr]
+model_type = "text_extractor"
+model_id = "mistral-ocr-latest"
+max_tokens = 131072
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+costs = { input = 0.4, output = 2.0 }
diff --git a/.pipelex/inference/backends/ollama.toml b/.pipelex/inference/backends/ollama.toml
new file mode 100644
index 0000000..ab0f516
--- /dev/null
+++ b/.pipelex/inference/backends/ollama.toml
@@ -0,0 +1,63 @@
+################################################################################
+# Ollama Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Ollama models.
+# It contains model definitions for local language models
+# accessible through the Ollama API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["mistral-small3.1-24b"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Gemma Models -------------------------------------------------------------
+[gemma3-4b]
+model_id = "gemma3:4b"
+inputs = ["text"]
+outputs = ["text"]
+max_prompt_images = 3000
+costs = { input = 0, output = 0 }
+
+# --- Llama Models -------------------------------------------------------------
+[llama4-scout]
+model_id = "llama4:scout"
+inputs = ["text"]
+outputs = ["text"]
+max_prompt_images = 3000
+costs = { input = 0, output = 0 }
+
+# --- Mistral Models -----------------------------------------------------------
+["mistral-small3.1-24b"]
+model_id = "mistral-small3.1:24b"
+inputs = ["text"]
+outputs = ["text"]
+max_prompt_images = 3000
+costs = { input = 0, output = 0 }
+
+# --- Qwen Models --------------------------------------------------------------
+[qwen3-8b]
+model_id = "qwen3:8b"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0, output = 0 }
+# TODO: support <think> tokens
+
diff --git a/.pipelex/inference/backends/openai.toml b/.pipelex/inference/backends/openai.toml
new file mode 100644
index 0000000..4f11481
--- /dev/null
+++ b/.pipelex/inference/backends/openai.toml
@@ -0,0 +1,170 @@
+################################################################################
+# OpenAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for OpenAI models.
+# It contains model definitions for various LLM and image generation models
+# accessible through the OpenAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "openai"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- GPT-3.5 Series -----------------------------------------------------------
+["gpt-3.5-turbo"]
+model_id = "gpt-3.5-turbo-1106"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.5, output = 1.5 }
+
+# --- GPT-4 Series -------------------------------------------------------------
+[gpt-4]
+model_id = "gpt-4"
+costs = { input = 30.0, output = 60.0 }
+
+[gpt-4-turbo]
+model_id = "gpt-4-turbo"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 10.0, output = 30.0 }
+
+# --- GPT-4o Series ------------------------------------------------------------
+[gpt-4o-2024-11-20]
+model_id = "gpt-4o-2024-11-20"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+
+[gpt-4o]
+model_id = "gpt-4o"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+
+[gpt-4o-mini-2024-07-18]
+model_id = "gpt-4o-mini-2024-07-18"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+
+[gpt-4o-mini]
+model_id = "gpt-4o-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+
+# --- GPT-4.1 Series -----------------------------------------------------------
+["gpt-4.1"]
+model_id = "gpt-4.1"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+
+["gpt-4.1-mini"]
+model_id = "gpt-4.1-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+
+["gpt-4.1-nano"]
+model_id = "gpt-4.1-nano"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+
+# --- o Series ----------------------------------------------------------------
+[o1-mini]
+model_id = "o1-mini"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 3.0, output = 12.0 }
+constraints = ["temperature_must_be_1"]
+
+[o1]
+model_id = "o1"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.0, output = 60.0 }
+constraints = ["temperature_must_be_1"]
+
+[o3-mini]
+model_id = "o3-mini"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+constraints = ["temperature_must_be_1"]
+
+[o3]
+model_id = "o3"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 10.0, output = 40.0 }
+constraints = ["temperature_must_be_1"]
+
+[o4-mini]
+model_id = "o4-mini"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+constraints = ["temperature_must_be_1"]
+
+# --- GPT-5 Series -------------------------------------------------------------
+[gpt-5]
+model_id = "gpt-5"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+constraints = ["temperature_must_be_1"]
+
+[gpt-5-mini]
+model_id = "gpt-5-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.0 }
+constraints = ["temperature_must_be_1"]
+
+[gpt-5-nano]
+model_id = "gpt-5-nano"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.4 }
+constraints = ["temperature_must_be_1"]
+
+[gpt-5-chat]
+model_id = "gpt-5-chat-latest"
+inputs = ["text", "images"]
+outputs = ["text"]
+costs = { input = 1.25, output = 10.0 }
+constraints = ["temperature_must_be_1"]
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# --- OpenAI Image Generation --------------------------------------------------
+[gpt-image-1]
+model_type = "img_gen"
+model_id = "gpt-image-1"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.04, output = 0.0 }
+
diff --git a/.pipelex/inference/backends/perplexity.toml b/.pipelex/inference/backends/perplexity.toml
new file mode 100644
index 0000000..3fa52fc
--- /dev/null
+++ b/.pipelex/inference/backends/perplexity.toml
@@ -0,0 +1,63 @@
+################################################################################
+# Perplexity Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Perplexity AI models.
+# It contains model definitions for Sonar and reasoning models
+# accessible through the Perplexity API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["sonar-pro"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Sonar Series -------------------------------------------------------------
+[sonar-pro]
+model_id = "sonar-pro"
+inputs = ["text"]
+outputs = ["text"]
+
+[sonar]
+model_id = "sonar"
+inputs = ["text"]
+outputs = ["text"]
+
+[sonar-deep-research]
+model_id = "sonar-deep-research"
+inputs = ["text"]
+outputs = ["text"]
+
+# --- Sonar Reasoning Series ---------------------------------------------------
+[sonar-reasoning-pro]
+model_id = "sonar-reasoning-pro"
+inputs = ["text"]
+outputs = ["text"]
+
+[sonar-reasoning]
+model_id = "sonar-reasoning"
+inputs = ["text"]
+outputs = ["text"]
+
+# --- DeepSeek Models -----------------------------------------------------------
+[perplexity-deepseek-r1]
+model_id = "r1-1776"
+inputs = ["text"]
+outputs = ["text"]
\ No newline at end of file
diff --git a/.pipelex/inference/backends/pipelex_inference.toml b/.pipelex/inference/backends/pipelex_inference.toml
new file mode 100644
index 0000000..e516e27
--- /dev/null
+++ b/.pipelex/inference/backends/pipelex_inference.toml
@@ -0,0 +1,157 @@
+################################################################################
+# Pipelex Inference Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for the Pipelex Inference backend.
+# It contains model definitions for various LLM and image generation models
+# accessible through the Pipelex unified inference API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- OpenAI LLMs --------------------------------------------------------------
+[gpt-4o]
+model_id = "pipelex/gpt-4o"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.75, output = 11.00 }
+
+[gpt-4o-mini]
+model_id = "pipelex/gpt-4o-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.17, output = 0.66 }
+
+["gpt-4.1"]
+model_id = "pipelex/gpt-4.1"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+
+["gpt-4.1-mini"]
+model_id = "pipelex/gpt-4.1-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+
+["gpt-4.1-nano"]
+model_id = "pipelex/gpt-4.1-nano"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+
+[gpt-5-nano]
+model_id = "pipelex/gpt-5-nano"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.40 }
+
+[gpt-5-mini]
+model_id = "pipelex/gpt-5-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.00 }
+
+[gpt-5-chat]
+model_id = "pipelex/gpt-5-chat"
+inputs = ["text", "images"]
+outputs = ["text"]
+costs = { input = 1.25, output = 10.00 }
+
+[gpt-5]
+model_id = "pipelex/gpt-5"
+inputs = ["text", "images"]
+outputs = ["text"]
+costs = { input = 1.25, output = 10.00 }
+
+# --- Claude LLMs --------------------------------------------------------------
+["claude-4-sonnet"]
+model_id = "pipelex/claude-4-sonnet"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3, output = 15 }
+
+["claude-4.1-opus"]
+model_id = "pipelex/claude-4.1-opus"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15, output = 75 }
+
+["claude-4.5-sonnet"]
+model_id = "pipelex/claude-4.5-sonnet"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3, output = 15 }
+
+["claude-4.5-haiku"]
+model_id = "pipelex/claude-4.5-haiku"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1, output = 5 }
+
+# --- Gemini LLMs --------------------------------------------------------------
+["gemini-2.0-flash"]
+model_id = "gemini/gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+
+["gemini-2.5-pro"]
+model_id = "gemini/gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+
+["gemini-2.5-flash"]
+model_id = "gemini/gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.30, output = 2.50 }
+
+["gemini-2.5-flash-lite"]
+model_id = "gemini/gemini-2.5-flash-lite"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+
+# --- XAI LLMs --------------------------------------------------------------
+
+[grok-3]
+model_id = "grok-3"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 3, output = 15 }
+
+[grok-3-mini]
+model_id = "grok-3-mini"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0.3, output = 0.5 }
+
+################################################################################
+# OCR and IMAGE GENERATION MODELS
+################################################################################
+
+# We are still working in giving you acces to OCR and image generation models
+# and to the best models from Mistral through the Pipelex Inference backend.
diff --git a/.pipelex/inference/backends/vertexai.toml b/.pipelex/inference/backends/vertexai.toml
new file mode 100644
index 0000000..da01d4f
--- /dev/null
+++ b/.pipelex/inference/backends/vertexai.toml
@@ -0,0 +1,53 @@
+################################################################################
+# VertexAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Google VertexAI models.
+# It contains model definitions for Gemini language models
+# accessible through the Google VertexAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gemini-2.0-flash"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "gemini"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Gemini 2.0 Series --------------------------------------------------------
+["gemini-2.0-flash"]
+model_id = "google/gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.1, output = 0.4 }
+
+# --- Gemini 2.5 Series --------------------------------------------------------
+["gemini-2.5-pro"]
+model_id = "google/gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+
+["gemini-2.5-flash"]
+model_id = "google/gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.30, output = 2.50 }
\ No newline at end of file
diff --git a/.pipelex/inference/backends/xai.toml b/.pipelex/inference/backends/xai.toml
new file mode 100644
index 0000000..a4bb433
--- /dev/null
+++ b/.pipelex/inference/backends/xai.toml
@@ -0,0 +1,56 @@
+################################################################################
+# XAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for XAI (formerly Twitter AI) models.
+# It contains model definitions for Grok language models
+# accessible through the XAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["grok-3"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Grok 3 Series ------------------------------------------------------------
+[grok-3]
+model_id = "grok-3"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 3, output = 15 }
+
+[grok-3-mini]
+model_id = "grok-3-mini"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0.3, output = 0.5 }
+
+[grok-3-fast]
+model_id = "grok-3-fast-latest"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 5, output = 25 }
+
+[grok-3-mini-fast]
+model_id = "grok-3-mini-fast-latest"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0.15, output = 4 }
+
diff --git a/.pipelex/inference/deck/base_deck.toml b/.pipelex/inference/deck/base_deck.toml
new file mode 100644
index 0000000..44526c4
--- /dev/null
+++ b/.pipelex/inference/deck/base_deck.toml
@@ -0,0 +1,179 @@
+####################################################################################################
+# Pipelex Model Deck - Base Configuration
+####################################################################################################
+#
+# This file defines model aliases and presets for:
+# - LLMs (language models for text generation and structured output)
+# - Image generation models (for creating images from text prompts)
+# - Document extraction models (OCR and text extraction from PDFs/images)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+####################################################################################################
+# Aliases
+####################################################################################################
+
+[aliases]
+base-claude = "claude-4.5-sonnet"
+base-gpt = "gpt-4o"
+base-gemini = "gemini-2.5-flash"
+base-mistral = "mistral-medium"
+base-groq = "llama-3.3-70b-versatile"
+
+best-gpt = "gpt-4o"
+best-claude = "claude-4.1-opus"
+best-gemini = "gemini-2.5-pro"
+best-mistral = "mistral-medium"
+best-grok = "grok-3"
+
+# Groq-specific aliases
+fast-groq = "llama-3.1-8b-instant"
+vision-groq = "meta-llama/llama-4-scout-17b-16e-instruct"
+
+# Image generation aliases
+base-img-gen = "flux-pro/v1.1"
+best-img-gen = "flux-pro/v1.1-ultra"
+fast-img-gen = "fast-lightning-sdxl"
+
+####################################################################################################
+# Waterfalls
+####################################################################################################
+
+[waterfalls]
+smart_llm = [
+    "claude-4.5-sonnet",
+    "claude-4.1-opus",
+    "claude-4-sonnet",
+    "gemini-2.5-pro",
+    "gpt-4o",            # we're using gpt-4o here rather than gpt-5 until we'll handle reasoning parameters
+    "grok-3",
+]
+smart_llm_with_vision = [
+    "claude-4.5-sonnet",
+    "claude-4.1-opus",
+    "claude-4-sonnet",
+    "gemini-2.5-pro",
+    "gpt-4o",            # we use gpt-4o here rather than gpt-5 until we handle reasoning parameters
+    "grok-3",
+]
+smart_llm_for_structured = [
+    "claude-4.5-sonnet",
+    "claude-4.1-opus",
+    "claude-4-sonnet",
+    "gpt-4o",            # we use gpt-4o here rather than gpt-5 until we handle reasoning parameters
+]
+llm_for_creativity = ["claude-4.1-opus", "gemini-2.5-pro", "gpt-4o"]
+llm_for_large_codebase = [
+    "gemini-2.5-pro",
+    "claude-4.5-sonnet",
+    "gpt-4o",            # we use gpt-4o here rather than gpt-5 until we handle reasoning parameters
+    "gemini-2.5-flash",
+    "grok-3",
+]
+cheap_llm = [
+    "gpt-4o-mini",
+    "gemini-2.5-flash-lite",
+    "mistral-small",
+    "claude-3-haiku",
+    "grok-3-mini",
+]
+cheap_llm_for_vision = [
+    "gpt-4o-mini",
+    "gemini-2.5-flash-lite",
+    "claude-3-haiku",
+]
+cheap_llm_for_structured = ["gpt-4o-mini", "mistral-small", "claude-3-haiku"]
+cheap_llm_for_creativity = [
+    "gemini-2.5-flash",
+    "grok-3-mini",
+    "gpt-4o-mini",
+    "claude-4.5-haiku",
+]
+
+####################################################################################################
+# LLM Presets
+####################################################################################################
+
+[llm.presets]
+
+# LLM Presets — Specific skills -------------------------------------------------------------
+
+# Generation skills
+llm_for_factual_writing = { model = "base-gpt", temperature = 0.1 }
+llm_for_creative_writing = { model = "base-gpt", temperature = 0.9 }
+llm_for_writing_cheap = { model = "gpt-4o-mini", temperature = 0.3 }
+
+# Retrieve and answer questions skills
+llm_to_answer_questions_cheap = { model = "gpt-4o-mini", temperature = 0.3 }
+llm_to_answer_questions = { model = "base-claude", temperature = 0.3 }
+llm_to_retrieve = { model = "base-claude", temperature = 0.1 }
+
+# Engineering skills
+llm_to_engineer = { model = "smart_llm_for_structured", temperature = 0.2 }
+llm_to_code = { model = "base-claude", temperature = 0.1 }
+llm_to_analyze_large_codebase = { model = "base-claude", temperature = 0.1 }
+
+# Vision skills
+llm_for_img_to_text_cheap = { model = "gpt-4o-mini", temperature = 0.1 }
+llm_for_img_to_text = { model = "base-claude", temperature = 0.1 }
+llm_for_diagram_to_text = { model = "base-claude", temperature = 0.3 }
+llm_for_table_to_text = { model = "base-claude", temperature = 0.3 }
+
+# Image generation prompting skills
+llm_to_prompt_img_gen = { model = "base-claude", temperature = 0.2 }
+llm_to_prompt_img_gen_cheap = { model = "gpt-4o-mini", temperature = 0.5 }
+
+# Groq-specific presets (fast inference, low cost)
+llm_groq_fast_text = { model = "fast-groq", temperature = 0.7 }
+llm_groq_balanced = { model = "base-groq", temperature = 0.5 }
+llm_groq_vision = { model = "vision-groq", temperature = 0.3 }
+
+# LLM Presets — For Testing ---------------------------------------------------------------------
+
+llm_for_testing_gen_text = { model = "cheap_llm", temperature = 0.5 }
+llm_for_testing_gen_object = { model = "cheap_llm_for_structured", temperature = 0.5 }
+llm_for_testing_vision = { model = "cheap_llm_for_vision", temperature = 0.5 }
+llm_for_testing_vision_structured = { model = "cheap_llm_for_vision", temperature = 0.5 }
+
+####################################################################################################
+# LLM Choices
+####################################################################################################
+
+[llm.choice_defaults]
+for_text = "cheap_llm"
+for_object = "cheap_llm_for_structured"
+
+####################################################################################################
+# Extract Presets
+####################################################################################################
+
+[extract]
+choice_default = "extract_text_from_visuals"
+
+[extract.presets]
+extract_text_from_visuals = { model = "mistral-ocr", max_nb_images = 100, image_min_size = 50 }
+extract_text_from_pdf = { model = "pypdfium2-extract-text", max_nb_images = 100, image_min_size = 50 }
+
+####################################################################################################
+# Image Generation Presets
+####################################################################################################
+
+[img_gen]
+choice_default = "gen_image_basic"
+
+[img_gen.presets]
+
+# General purpose
+gen_image_basic = { model = "base-img-gen", quality = "medium", guidance_scale = 7.5, is_moderated = true, safety_tolerance = 3 }
+gen_image_fast = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 5.0, is_moderated = true, safety_tolerance = 3 }
+gen_image_high_quality = { model = "best-img-gen", quality = "high", guidance_scale = 8.0, is_moderated = true, safety_tolerance = 3 }
+
+# Specific skills
+img_gen_for_art = { model = "best-img-gen", quality = "high", guidance_scale = 9.0, is_moderated = false, safety_tolerance = 5 }
+img_gen_for_diagram = { model = "base-img-gen", quality = "medium", guidance_scale = 7.0, is_moderated = true, safety_tolerance = 2 }
+img_gen_for_mockup = { model = "base-img-gen", quality = "medium", guidance_scale = 6.5, is_moderated = true, safety_tolerance = 3 }
+img_gen_for_product = { model = "best-img-gen", quality = "high", guidance_scale = 8.5, is_moderated = true, safety_tolerance = 2 }
+img_gen_for_testing = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 4.0, is_moderated = true, safety_tolerance = 4 }
diff --git a/.pipelex/inference/deck/overrides.toml b/.pipelex/inference/deck/overrides.toml
new file mode 100644
index 0000000..08814db
--- /dev/null
+++ b/.pipelex/inference/deck/overrides.toml
@@ -0,0 +1,19 @@
+####################################################################################################
+# Pipelex Model Deck - Overrides
+####################################################################################################
+#
+# This file allows you to override the default model choices defined in base_deck.toml.
+# You can customize presets for LLMs, image generation, and document extraction models.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+####################################################################################################
+# LLM Deck overrides
+####################################################################################################
+
+[llm.choice_overrides]
+for_text = "disabled"
+for_object = "disabled"
diff --git a/.pipelex/inference/routing_profiles.toml b/.pipelex/inference/routing_profiles.toml
new file mode 100644
index 0000000..47e87ec
--- /dev/null
+++ b/.pipelex/inference/routing_profiles.toml
@@ -0,0 +1,151 @@
+# Routing profile library - Routes models to their backends
+# =========================================================================================
+# This file controls which backend serves which model.
+# Simply change the 'active' field to switch profiles,
+# or you can add your own custom profiles.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+# =========================================================================================
+
+# Which profile to use (change this to switch routing)
+active = "pipelex_first"
+
+# We recommend using the "pipelex_first" profile to get a head start with all models.
+# The Pipelex Inference backend is currently not recommended for production use,
+# but it's great for development and testing.
+# To use the Pipelex Inference backend (pipelex_first profile):
+# 1. Join our Discord community to get your free API key (no credit card required):
+#    Visit https://go.pipelex.com/discord and request your key in the appropriate channel
+# 2. Set the environment variable: export PIPELEX_INFERENCE_API_KEY="your-api-key"
+# 3. The .pipelex/inference/backends.toml is already configured with api_key = "${PIPELEX_INFERENCE_API_KEY}"
+# which will get the key from the environment variable.
+
+# =========================================================================================
+# Routing Profiles
+# =========================================================================================
+
+[profiles.pipelex_first]
+description = "Use Pipelex Inference backend for all its supported models"
+default = "pipelex_inference"
+fallback_order = [
+    "pipelex_inference",
+    "azure_openai",
+    "bedrock",
+    "blackboxai",
+    "mistral",
+    "fal",
+]
+
+[profiles.pipelex_first.routes]
+# Pattern matching: "model-pattern" = "backend-name"
+"gpt-*" = "pipelex_inference"
+"claude-*" = "pipelex_inference"
+"grok-*" = "pipelex_inference"
+"gemini-*" = "pipelex_inference"
+
+[profiles.pipelex_first.optional_routes] # Each optional route is considered only if its backend is available
+"*-sdxl" = "fal"
+"flux-*" = "fal"
+"gpt-image-1" = "openai"
+"mistral-ocr" = "mistral"
+
+[profiles.all_anthropic]
+description = "Use Anthropic backend for all its supported models"
+default = "anthropic"
+
+[profiles.all_azure_openai]
+description = "Use Azure OpenAI backend for all its supported models"
+default = "azure_openai"
+
+[profiles.all_bedrock]
+description = "Use Bedrock backend for all its supported models"
+default = "bedrock"
+
+[profiles.all_blackboxai]
+description = "Use BlackBoxAI backend for all its supported models"
+default = "blackboxai"
+
+[profiles.all_fal]
+description = "Use FAL backend for all its supported models"
+default = "fal"
+
+[profiles.all_google]
+description = "Use Google GenAI backend for all its supported models"
+default = "google"
+
+[profiles.all_mistral]
+description = "Use Mistral backend for all its supported models"
+default = "mistral"
+
+[profiles.all_ollama]
+description = "Use Ollama backend for all its supported models"
+default = "ollama"
+
+[profiles.all_openai]
+description = "Use OpenAI backend for all its supported models"
+default = "openai"
+
+[profiles.all_vertexai]
+description = "Use Vertex AI backend for all its supported models"
+default = "vertexai"
+
+[profiles.all_xai]
+description = "Use xAI backend for all its supported models"
+default = "xai"
+
+# =========================================================================================
+# Custom Profiles
+# =========================================================================================
+# Add your own profiles below following the same pattern:
+#
+# [profiles.your_profile_name]
+# description = "What this profile does"
+# default = "backend-name"  # Where to route models by default
+# [profiles.your_profile_name.routes]
+# "model-pattern" = "backend-name"  # Specific routing rules
+#
+# Pattern matching supports:
+# - Exact names: "gpt-4o-mini"
+# - Wildcards: "claude-*" (matches all models starting with claude-)
+# - Partial wildcards: "*-sonnet" (matches all sonnet variants)
+
+# =========================================================================================
+# Example of a custom routing profile with mostly pattern matching and one specific model
+# =========================================================================================
+[profiles.example_routing_using_patterns]
+description = "Example routing profile using patterns"
+default = "pipelex_inference"
+
+[profiles.example_routing_using_patterns.routes]
+# Pattern matching: "model-pattern" = "backend-name"
+"gpt-*" = "azure_openai"
+"claude-*" = "bedrock"
+"gemini-*" = "google"
+"grok-*" = "xai"
+"*-sdxl" = "fal"
+"flux-*" = "fal"
+"gpt-image-1" = "openai"
+
+# =========================================================================================
+# Example of a custom routing profile with specific model matching
+# =========================================================================================
+
+[profiles.example_routing_using_specific_models]
+description = "Example routing profile using specific models"
+
+[profiles.example_routing_using_specific_models.routes]
+"gpt-5-nano" = "pipelex_inference"
+"gpt-4o-mini" = "blackboxai"
+"gpt-5-mini" = "openai"
+"gpt-5-chat" = "azure_openai"
+
+"claude-4-sonnet" = "pipelex_inference"
+"claude-3.7-sonnet" = "blackboxai"
+
+"gemini-2.5-flash-lite" = "pipelex_inference"
+"gemini-2.5-flash" = "blackboxai"
+"gemini-2.5-pro" = "vertexai"
+
+"grok-3" = "pipelex_inference"
+"grok-3-mini" = "xai"
diff --git a/.pipelex/pipelex.toml b/.pipelex/pipelex.toml
new file mode 100644
index 0000000..b6e4fc7
--- /dev/null
+++ b/.pipelex/pipelex.toml
@@ -0,0 +1,90 @@
+####################################################################################################
+# Pipelex Configuration File
+####################################################################################################
+#
+# This configuration file is copied to your project's .pipelex/ directory when you run:
+#   pipelex init config
+#
+# Purpose:
+# - This file allows you to override Pipelex's default settings for your specific project
+# - Feel free to modify any settings below to suit your needs
+# - You can add any configuration sections that exist in the main pipelex.toml
+#
+# Finding Available Settings:
+# - See the full default configuration in: pipelex/pipelex.toml (in the Pipelex package)
+# - See the configuration structure classes in: pipelex/config.py and pipelex/cogt/config_cogt.py
+#
+# Common Customizations:
+# - Logging levels and behavior
+# - Excluded directories for scanning
+# - LLM prompt dumping for debugging
+# - Feature flags for tracking and reporting
+# - Observer and reporting output directories
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+[pipelex.scan_config]
+excluded_dirs = [
+    ".venv",
+    "venv",
+    "env",
+    ".env",
+    "virtualenv",
+    ".virtualenv",
+    ".git",
+    "__pycache__",
+    ".pytest_cache",
+    ".mypy_cache",
+    ".ruff_cache",
+    "node_modules",
+    "results",
+]
+
+[pipelex.builder_config]
+# Uncomment to change where the generated pipelines are saved
+# default_output_dir = "."
+# default_bundle_file_name = "bundle"
+# default_directory_base_name = "pipeline"
+
+[pipelex.log_config]
+default_log_level = "INFO"
+
+[pipelex.log_config.package_log_levels]
+pipelex = "INFO"
+
+[cogt]
+[cogt.model_deck_config]
+# Uncomment to disable model fallback: it will raise errors instead of using secondary model options
+# is_model_fallback_enabled = false
+# Uncomment to change the reaction to missing presets: "raise" (default), "log" or "none"
+# missing_presets_reaction = "raise"
+
+[cogt.llm_config]
+# Uncomment any of these to enable dumping the inputs or outputs of text-genration with an LLM
+# is_dump_text_prompts_enabled = true
+# is_dump_response_text_enabled = true
+
+[cogt.llm_config.instructor_config]
+# Uncomment any of these to enable dumping the kwargs, response or errors of the instructor
+# is_dump_kwargs_enabled = true
+# is_dump_response_enabled = true
+# is_dump_error_enabled = true
+
+[pipelex.observer_config]
+observer_dir = "results/observer"
+
+[pipelex.feature_config]
+# WIP/Experimental feature flags
+is_pipeline_tracking_enabled = false
+is_reporting_enabled = true
+
+[pipelex.reporting_config]
+is_log_costs_to_console = false
+is_generate_cost_report_file_enabled = true
+cost_report_dir_path = "reports"
+cost_report_base_name = "cost_report"
+cost_report_extension = "csv"
+cost_report_unit_scale = 1.0
diff --git a/.pipelex/telemetry.toml b/.pipelex/telemetry.toml
new file mode 100644
index 0000000..8c61329
--- /dev/null
+++ b/.pipelex/telemetry.toml
@@ -0,0 +1,21 @@
+####################################################################################################
+# Pipelex Telemetry Configuration
+####################################################################################################
+#
+# This file controls telemetry settings for Pipelex usage analytics.
+# Telemetry helps us improve Pipelex by understanding how it's used.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+telemetry_mode = "off"                                               # Values: "off" | "anonymous" | "identified"
+host = "https://eu.i.posthog.com"
+project_api_key = "phc_HPJnNKpIXh0SxNDYyTAyUtnq9KxNNZJWQszynsWVx4Y"
+respect_dnt = true
+redact = ["prompt", "system_prompt", "response", "file_path", "url"]
+geoip_enabled = true
+dry_mode_enabled = false
+verbose_enabled = false
+user_id = ""
diff --git a/BLACKBOX_RULES.md b/BLACKBOX_RULES.md
deleted file mode 100644
index b467128..0000000
--- a/BLACKBOX_RULES.md
+++ /dev/null
@@ -1,1153 +0,0 @@
-<!-- BEGIN_PIPELEX_RULES -->
-## Guide to write or edit pipelines using the Pipelex language in .plx files
-
-- Always first write your "plan" in natural language, then transcribe it in pipelex.
-- You should ALWAYS RUN the terminal command `make validate` when you are writing or editing a `.plx` file. It will ensure the pipe is runnable. If not, iterate.
-- Please use POSIX standard for files. (empty lines, no trailing whitespaces, etc.)
-
-### Pipeline File Naming
-- Files must be `.plx` for pipelines (Always add an empty line at the end of the file, and do not add trailing whitespaces to PLX files at all)
-- Files must be `.py` for code defining the data structures
-- Use descriptive names in `snake_case`
-
-### Pipeline File Outline
-A pipeline file has three main sections:
-1. Domain statement
-2. Concept definitions
-3. Pipe definitions
-
-#### Domain Statement
-```plx
-domain = "domain_name"
-description = "Description of the domain" # Optional
-```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
-
-#### Concept Definitions
-
-Concepts represent ideas and semantic entities in your pipeline. They define what something *is*, not how it's structured.
-
-```plx
-[concept]
-ConceptName = "Description of the concept"
-```
-
-**Naming Rules:**
-- Use PascalCase for concept names
-- Never use plurals (no "Stories", use "Story") - lists are handled implicitly by Pipelex
-- Avoid circumstantial adjectives (no "LargeText", use "Text") - focus on the essence of what the concept represents
-- Don't redefine native concepts (Text, Image, PDF, TextAndImages, Number, Page)
-
-**Native Concepts:**
-Pipelex provides built-in native concepts: `Text`, `Image`, `PDF`, `TextAndImages`, `Number`, `Page`. Use these directly or refine them when appropriate.
-
-**Refining Native Concepts:**
-To create a concept that specializes a native concept without adding fields:
-
-```plx
-[concept.Landscape]
-description = "A scenic outdoor photograph"
-refines = "Image"
-```
-
-For details on how to structure concepts with fields, see the "Structuring Models" section below.
-
-#### Pipe Definitions
-
-### Pipe Base Definition
-
-```plx
-[pipe.your_pipe_name]
-type = "PipeLLM"
-description = "A description of what your pipe does"
-inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
-output = "ConceptName"
-```
-
-The pipes will all have at least this base definition. 
-- `inputs`: Dictionary of key being the variable used in the prompts, and the value being the ConceptName. It should ALSO LIST THE INPUTS OF THE INTERMEDIATE STEPS (if PipeSequence) or of the conditional pipes (if PipeCondition).
-So If you have this error:
-`StaticValidationError: missing_input_variable • domain='expense_validator' • pipe='validate_expense' • 
-variable='['invoice']'``
-That means that the pipe validate_expense is missing the input `invoice` because one of the subpipe is needing it.
-
-NEVER WRITE THE INPUTS BY BREAKING THE LINE LIKE THIS:
-<NEVER DO THIS>
-```plx
-inputs = {
-    input_1 = "ConceptName1",
-    input_2 = "ConceptName2"
-}
-```
-</NEVER DO THIS>
-
-- `output`: The name of the concept to output. The `ConceptName` should have the same name as the python class if you want structured output:
-
-#### Input Multiplicity
-
-By default, inputs expect a single item. Use bracket notation to specify multiple items:
-
-```plx
-## Single item (default)
-inputs = { document = "Text" }
-
-## Variable list - indeterminate number of items
-inputs = { documents = "Text[]" }
-
-## Fixed count - exactly N items
-inputs = { comparison_items = "Image[2]" }
-```
-
-**Key points:**
-- No brackets = single item (default behavior)
-- Use `[]` for lists of unknown length
-- Use `[N]` (where N is an integer) when operation requires exact count (e.g., comparing 2 items)
-
-### Structuring Models
-
-Once you've defined your concepts semantically (see "Concept Definitions" above), you need to specify their structure if they have fields.
-
-#### Three Ways to Structure Concepts
-
-**1. No Structure Needed**
-
-If a concept only refines a native concept without adding fields, use the TOML table syntax shown in "Concept Definitions" above. No structure section is needed.
-
-**2. Inline Structure Definition (RECOMMENDED for most cases)**
-
-For concepts with structured fields, define them inline using TOML syntax:
-
-```plx
-[concept.Invoice]
-description = "A commercial document issued by a seller to a buyer"
-
-[concept.Invoice.structure]
-invoice_number = "The unique invoice identifier"
-issue_date = { type = "date", description = "The date the invoice was issued", required = true }
-total_amount = { type = "number", description = "The total invoice amount", required = true }
-vendor_name = "The name of the vendor"
-line_items = { type = "list", item_type = "text", description = "List of items", required = false }
-```
-
-**Supported inline field types:** `text`, `integer`, `boolean`, `number`, `date`, `list`, `dict`
-
-**Field properties:** `type`, `description`, `required` (default: true), `default_value`, `choices`, `item_type` (for lists), `key_type` and `value_type` (for dicts)
-
-**Simple syntax** (creates required text field):
-```plx
-field_name = "Field description"
-```
-
-**Detailed syntax** (with explicit properties):
-```plx
-field_name = { type = "text", description = "Field description", required = false, default_value = "default" }
-```
-
-**3. Python StructuredContent Class (For Advanced Features)**
-
-Create a Python class when you need:
-- Custom validation logic (@field_validator, @model_validator)
-- Computed properties (@property methods)
-- Custom methods or class methods
-- Complex cross-field validation
-- Reusable structures across multiple domains
-
-```python
-from pipelex.core.stuffs.structured_content import StructuredContent
-from pydantic import Field, field_validator
-
-class Invoice(StructuredContent):
-    """A commercial invoice with validation."""
-    
-    invoice_number: str = Field(description="The unique invoice identifier")
-    total_amount: float = Field(ge=0, description="The total invoice amount")
-    tax_amount: float = Field(ge=0, description="Tax amount")
-    
-    @field_validator('tax_amount')
-    @classmethod
-    def validate_tax(cls, v, info):
-        """Ensure tax doesn't exceed total."""
-        total = info.data.get('total_amount', 0)
-        if v > total:
-            raise ValueError('Tax amount cannot exceed total amount')
-        return v
-```
-
-**Location:** Create models in `my_project/some_domain/some_domain_struct.py`. Classes inheriting from `StructuredContent` are automatically discovered.
-
-#### Decision Rules for Agents
-
-**If concept already exists:**
-- If it's already inline → KEEP IT INLINE unless user explicitly asks to convert or features require Python class
-- If it's already a Python class → KEEP IT as Python class
-
-**If creating new concept:**
-1. Does it only refine a native concept without adding fields? → Use concept-only declaration
-2. Does it need custom validation, computed properties, or methods? → Use Python class
-3. Otherwise → Use inline structure (fastest and simplest)
-
-**When to suggest conversion to Python class:**
-- User needs validation logic beyond type checking
-- User needs computed properties or custom methods
-- Structure needs to be reused across multiple domains
-- Complex type relationships or inheritance required
-
-#### Inline Structure Limitations
-
-Inline structures:
-- ✅ Support all common field types (text, number, date, list, dict, etc.)
-- ✅ Support required/optional fields, defaults, choices
-- ✅ Generate full Pydantic models with validation
-- ❌ Cannot have custom validators or complex validation logic
-- ❌ Cannot have computed properties or custom methods
-- ❌ Cannot refine custom (non-native) concepts
-- ❌ Limited IDE autocomplete compared to explicit Python classes
-
-
-### Pipe Controllers and Pipe Operators
-
-Look at the Pipes we have in order to adapt it. Pipes are organized in two categories:
-
-1. **Controllers** - For flow control:
-   - `PipeSequence` - For creating a sequence of multiple steps
-   - `PipeCondition` - If the next pipe depends of the expression of a stuff in the working memory
-   - `PipeParallel` - For parallelizing pipes
-
-2. **Operators** - For specific tasks:
-   - `PipeLLM` - Generate Text and Objects (include Vision LLM)
-   - `PipeExtract` - Extract text and images from an image or a PDF
-   - `PipeCompose` - For composing text using Jinja2 templates: supports html, markdown, mermaid, etc.
-   - `PipeImgGen` - Generate Images
-   - `PipeFunc` - For running classic python scripts
-
-### PipeSequence controller
-
-Purpose: PipeSequence executes multiple pipes in a defined order, where each step can use results from original inputs or from previous steps.
-
-#### Basic Definition
-```plx
-[pipe.your_sequence_name]
-type = "PipeSequence"
-description = "Description of what this sequence does"
-inputs = { input_name = "InputType" } # All the inputs of the sub pipes, except the ones generated by intermediate steps
-output = "OutputType"
-steps = [
-    { pipe = "first_pipe", result = "first_result" },
-    { pipe = "second_pipe", result = "second_result" },
-    { pipe = "final_pipe", result = "final_result" }
-]
-```
-
-#### Key Components
-
-1. **Steps Array**: List of pipes to execute in sequence
-   - `pipe`: Name of the pipe to execute
-   - `result`: Name to assign to the pipe's output that will be in the working memory
-
-#### Using PipeBatch in Steps
-
-You can use PipeBatch functionality within steps using `batch_over` and `batch_as`:
-
-```plx
-steps = [
-    { pipe = "process_items", batch_over = "input_list", batch_as = "current_item", result = "processed_items"
-    }
-]
-```
-
-1. **batch_over**: Specifies a `ListContent` field to iterate over. Each item in the list will be processed individually and IN PARALLEL by the pipe.
-   - Must be a `ListContent` type containing the items to process
-   - Can reference inputs or results from previous steps
-
-2. **batch_as**: Defines the name that will be used to reference the current item being processed
-   - This name can be used in the pipe's input mappings
-   - Makes each item from the batch available as a single element
-
-The result of a batched step will be a `ListContent` containing the outputs from processing each item.
-
-### PipeCondition controller
-
-The PipeCondition controller allows you to implement conditional logic in your pipeline, choosing which pipe to execute based on an evaluated expression. It supports both direct expressions and expression templates.
-
-#### Basic usage
-
-```plx
-[pipe.conditional_operation]
-type = "PipeCondition"
-description = "A conditional pipe to decide whether..."
-inputs = { input_data = "CategoryInput" }
-output = "native.Text"
-expression = "input_data.category"
-default_outcome = "process_medium"
-
-[pipe.conditional_operation.outcomes]
-small = "process_small"
-medium = "process_medium"
-large = "process_large"
-```
-or
-```plx
-[pipe.conditional_operation]
-type = "PipeCondition"
-description = "A conditional pipe to decide whether..."
-inputs = { input_data = "CategoryInput" }
-output = "native.Text"
-expression_template = "{{ input_data.category }}" # Jinja2 code
-default_outcome = "process_medium"
-
-[pipe.conditional_operation.outcomes]
-small = "process_small"
-medium = "process_medium"
-large = "process_large"
-```
-
-#### Key Parameters
-
-- `expression`: Direct boolean or string expression (mutually exclusive with expression_template)
-- `expression_template`: Jinja2 template for more complex conditional logic (mutually exclusive with expression)
-- `outcomes`: Dictionary mapping expression results to pipe codes:
-  1. The key on the left (`small`, `medium`) is the result of `expression` or `expression_template`
-  2. The value on the right (`process_small`, `process_medium`, etc.) is the name of the pipe to trigger
-- `default_outcome`: **Required** - The pipe to execute if the expression doesn't match any key in outcomes. Use `"fail"` if you want the pipeline to fail when no match is found
-
-Example with fail as default:
-```plx
-[pipe.strict_validation]
-type = "PipeCondition"
-description = "Validate with strict matching"
-inputs = { status = "Status" }
-output = "Text"
-expression = "status.value"
-default_outcome = "fail"
-
-[pipe.strict_validation.outcomes]
-approved = "process_approved"
-rejected = "process_rejected"
-```
-
-### PipeLLM operator
-
-PipeLLM is used to:
-1. Generate text or objects with LLMs
-2. Process images with Vision LLMs
-
-#### Basic Usage
-
-Simple Text Generation:
-```plx
-[pipe.write_story]
-type = "PipeLLM"
-description = "Write a short story"
-output = "Text"
-prompt = """
-Write a short story about a programmer.
-"""
-```
-
-Structured Data Extraction:
-```plx
-[pipe.extract_info]
-type = "PipeLLM"
-description = "Extract information"
-inputs = { text = "Text" }
-output = "PersonInfo"
-prompt = """
-Extract person information from this text:
-@text
-"""
-```
-
-Supports system instructions:
-```plx
-[pipe.expert_analysis]
-type = "PipeLLM"
-description = "Expert analysis"
-output = "Analysis"
-system_prompt = "You are a data analysis expert"
-prompt = "Analyze this data"
-```
-
-#### Multiple Outputs
-
-Generate multiple outputs (fixed number) - use bracket notation:
-```plx
-[pipe.generate_ideas]
-type = "PipeLLM"
-description = "Generate ideas"
-output = "Idea[3]"  # Generate exactly 3 ideas
-prompt = "Generate 3 ideas"
-```
-
-Generate multiple outputs (variable number) - use bracket notation:
-```plx
-[pipe.generate_ideas]
-type = "PipeLLM"
-description = "Generate ideas"
-output = "Idea[]"  # Let the LLM decide how many to generate
-prompt = "Generate ideas"
-```
-
-#### Vision
-
-Process images with VLMs (image inputs must be tagged in the prompt):
-```plx
-[pipe.analyze_image]
-type = "PipeLLM"
-description = "Analyze image"
-inputs = { image = "Image" }
-output = "ImageAnalysis"
-prompt = """
-Describe what you see in this image:
-
-$image
-"""
-```
-
-You can also reference images inline in meaningful sentences to guide the Visual LLM:
-```plx
-[pipe.compare_images]
-type = "PipeLLM"
-description = "Compare two images"
-inputs = { photo = "Image", painting = "Image" }
-output = "Analysis"
-prompt = "Analyze the colors in $photo and the shapes in $painting."
-```
-
-#### Writing prompts for PipeLLM
-
-**Insert stuff inside a tagged block**
-
-If the inserted text is supposedly a long text, made of several lines or paragraphs, you want it inserted inside a block, possibly a block tagged and delimlited with proper syntax as one would do in a markdown documentation. To include stuff as a block, use the "@" prefix.
-
-Example template:
-```plx
-prompt = """
-Match the expense with its corresponding invoice:
-
-@expense
-
-@invoices
-"""
-```
-In the example above, the expense data and the invoices data are obviously made of several lines each, that's why it makes sense to use the "@" prefix in order to have them delimited inside a block. Note that our preprocessor will automatically include the block's title, so it doesn't need to be explicitly written in the prompt.
-
-DO NOT write things like "Here is the expense: @expense".
-DO write simply "@expense" alone in an isolated line.
-
-**Insert stuff inline**
-
-If the inserted text is short text and it makes sense to have it inserted directly into a sentence, you want it inserted inline. To insert stuff inline, use the "$" prefix. This will insert the stuff without delimiters and the content will be rendered as plain text.
-
-Example template:
-```plx
-prompt = """
-Your goal is to summarize everything related to $topic in the provided text:
-
-@text
-
-Please provide only the summary, with no additional text or explanations.
-Your summary should not be longer than 2 sentences.
-"""
-```
-
-In the example above, $topic will be inserted inline, whereas @text will be a a delimited block.
-Be sure to make the proper choice of prefix for each insertion.
-
-DO NOT write "$topic" alone in an isolated line.
-DO write things like "Write an essay about $topic" to include text into an actual sentence.
-
-
-### PipeExtract operator
-
-The PipeExtract operator is used to extract text and images from an image or a PDF
-
-#### Simple Text Extraction
-```plx
-[pipe.extract_info]
-type = "PipeExtract"
-description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
-output = "Page"
-```
-
-Using Extract Model Settings:
-```plx
-[pipe.extract_with_model]
-type = "PipeExtract"
-description = "Extract with specific model"
-inputs = { document = "PDF" }
-output = "Page"
-model = "base_extract_mistral"  # Use predefined extract preset or model alias
-```
-
-Only one input is allowed and it must either be an `Image` or a `PDF`. The input can be named anything.
-
-The output concept `Page` is a native concept, with the structure `PageContent`:
-It corresponds to 1 page. Therefore, the PipeExtract is outputing a `ListContent` of `Page`
-
-```python
-class TextAndImagesContent(StuffContent):
-    text: TextContent | None
-    images: list[ImageContent] | None
-
-class PageContent(StructuredContent): # CONCEPT IS "Page"
-    text_and_images: TextAndImagesContent
-    page_view: ImageContent | None = None
-```
-- `text_and_images` are the text, and the related images found in the input image or PDF.
-- `page_view` is the screenshot of the whole pdf page/image.
-
-### PipeCompose operator
-
-The PipeCompose operator is used to compose text using Jinja2 templates. It supports various output formats including HTML, Markdown, Mermaid diagrams, and more.
-
-#### Basic Usage
-
-Simple Template Composition:
-```plx
-[pipe.compose_report]
-type = "PipeCompose"
-description = "Compose a report using template"
-inputs = { data = "ReportData" }
-output = "Text"
-template = """
-## Report Summary
-
-Based on the analysis:
-$data
-
-Generated on: {{ current_date }}
-"""
-```
-
-Using Named Templates:
-```plx
-[pipe.use_template]
-type = "PipeCompose"
-description = "Use a predefined template"
-inputs = { content = "Text" }
-output = "Text"
-template_name = "standard_report_template"
-```
-
-Using Nested Template Section (for more control):
-```plx
-[pipe.advanced_template]
-type = "PipeCompose"
-description = "Use advanced template settings"
-inputs = { data = "ReportData" }
-output = "Text"
-
-[pipe.advanced_template.template]
-template = "Report: $data"
-category = "html"
-templating_style = { tag_style = "square_brackets", text_format = "html" }
-```
-
-CRM Email Template:
-```plx
-[pipe.compose_follow_up_email]
-type = "PipeCompose"
-description = "Compose a personalized follow-up email for CRM"
-inputs = { customer = "Customer", deal = "Deal", sales_rep = "SalesRep" }
-output = "Text"
-template_category = "html"
-templating_style = { tag_style = "square_brackets", text_format = "html" }
-template = """
-Subject: Following up on our $deal.product_name discussion
-
-Hi $customer.first_name,
-
-I hope this email finds you well! I wanted to follow up on our conversation about $deal.product_name from $deal.last_contact_date.
-
-Based on our discussion, I understand that your key requirements are: $deal.customer_requirements
-
-I'm excited to let you know that we can definitely help you achieve your goals. Here's what I'd like to propose:
-
-**Next Steps:**
-- Schedule a demo tailored to your specific needs
-- Provide you with a customized quote based on your requirements  
-- Connect you with our implementation team
-
-Would you be available for a 30-minute call this week? I have openings on:
-{% for slot in available_slots %}
-- {{ slot }}
-{% endfor %}
-
-Looking forward to moving this forward together!
-
-Best regards,
-$sales_rep.name
-$sales_rep.title
-$sales_rep.phone | $sales_rep.email
-"""
-```
-
-#### Key Parameters
-
-- `template`: Inline template string (mutually exclusive with template_name)
-- `template_name`: Name of a predefined template (mutually exclusive with template)
-- `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
-- `templating_style`: Styling options for template rendering
-- `extra_context`: Additional context variables for template
-
-For more control, you can use a nested `template` section instead of the `template` field:
-- `template.template`: The template string
-- `template.category`: Template type
-- `template.templating_style`: Styling options
-
-#### Template Variables
-
-Use the same variable insertion rules as PipeLLM:
-- `@variable` for block insertion (multi-line content)
-- `$variable` for inline insertion (short text)
-
-### PipeImgGen operator
-
-The PipeImgGen operator is used to generate images using AI image generation models.
-
-#### Basic Usage
-
-Simple Image Generation:
-```plx
-[pipe.generate_image]
-type = "PipeImgGen"
-description = "Generate an image from prompt"
-inputs = { prompt = "ImgGenPrompt" }
-output = "Image"
-```
-
-Using Image Generation Settings:
-```plx
-[pipe.generate_photo]
-type = "PipeImgGen"
-description = "Generate a high-quality photo"
-inputs = { prompt = "ImgGenPrompt" }
-output = "Photo"
-model = { model = "fast-img-gen" }
-aspect_ratio = "16:9"
-quality = "hd"
-```
-
-Multiple Image Generation:
-```plx
-[pipe.generate_variations]
-type = "PipeImgGen"
-description = "Generate multiple image variations"
-inputs = { prompt = "ImgGenPrompt" }
-output = "Image[3]"
-seed = "auto"
-```
-
-Advanced Configuration:
-```plx
-[pipe.generate_custom]
-type = "PipeImgGen"
-description = "Generate image with custom settings"
-inputs = { prompt = "ImgGenPrompt" }
-output = "Image"
-model = "img_gen_preset_name"  # Use predefined preset
-aspect_ratio = "1:1"
-quality = "hd"
-background = "transparent"
-output_format = "png"
-is_raw = false
-safety_tolerance = 3
-```
-
-#### Key Parameters
-
-**Image Generation Settings:**
-- `model`: Model choice (preset name or inline settings with model name)
-- `quality`: Image quality ("standard", "hd")
-
-**Output Configuration:**
-- `aspect_ratio`: Image dimensions ("1:1", "16:9", "9:16", etc.)
-- `output_format`: File format ("png", "jpeg", "webp")
-- `background`: Background type ("default", "transparent")
-
-**Generation Control:**
-- `seed`: Random seed (integer or "auto")
-- `is_raw`: Whether to apply post-processing
-- `is_moderated`: Enable content moderation
-- `safety_tolerance`: Content safety level (1-6)
-
-#### Input Requirements
-
-PipeImgGen requires exactly one input that must be either:
-- An `ImgGenPrompt` concept
-- A concept that refines `ImgGenPrompt`
-
-The input can be named anything but must contain the prompt text for image generation.
-
-### PipeFunc operator
-
-The PipeFunc operator is used to run custom Python functions within a pipeline. This allows integration of classic Python scripts and custom logic.
-
-#### Basic Usage
-
-Simple Function Call:
-```plx
-[pipe.process_data]
-type = "PipeFunc"
-description = "Process data using custom function"
-inputs = { input_data = "DataType" }
-output = "ProcessedData"
-function_name = "process_data_function"
-```
-
-File Processing Example:
-```plx
-[pipe.read_file]
-type = "PipeFunc"
-description = "Read file content"
-inputs = { file_path = "FilePath" }
-output = "FileContent"
-function_name = "read_file_content"
-```
-
-#### Key Parameters
-
-- `function_name`: Name of the Python function to call (must be registered in func_registry)
-
-#### Function Requirements
-
-The Python function must:
-
-1. **Be registered** in the `func_registry`
-2. **Accept `working_memory`** as a parameter:
-   ```python
-   async def my_function(working_memory: WorkingMemory) -> StuffContent | list[StuffContent] | str:
-       # Function implementation
-       pass
-   ```
-
-3. **Return appropriate types**:
-   - `StuffContent`: Single content object
-   - `list[StuffContent]`: Multiple content objects (becomes ListContent)
-   - `str`: Simple string (becomes TextContent)
-
-#### Function Registration
-
-Functions must be registered in the function registry before use:
-
-```python
-from pipelex.system.registries.func_registry import func_registry
-
-@func_registry.register("my_function_name")
-async def my_custom_function(working_memory: WorkingMemory) -> StuffContent:
-    # Access inputs from working memory
-    input_data = working_memory.get_stuff("input_name")
-    
-    # Process data
-    result = process_logic(input_data.content)
-    
-    # Return result
-    return MyResultContent(data=result)
-```
-
-#### Working Memory Access
-
-Inside the function, access pipeline inputs through working memory:
-
-```python
-async def process_function(working_memory: WorkingMemory) -> TextContent:
-    # Get input stuff by name
-    input_stuff = working_memory.get_stuff("input_name")
-    
-    # Access the content
-    input_content = input_stuff.content
-    
-    # Process and return
-    processed_text = f"Processed: {input_content.text}"
-    return TextContent(text=processed_text)
-```
-
----
-
-### Rules to choose LLM models used in PipeLLMs.
-
-#### LLM Configuration System
-
-In order to use it in a pipe, an LLM is referenced by its llm_handle (alias) and possibly by an llm_preset.
-LLM configurations are managed through the new inference backend system with files located in `.pipelex/inference/`:
-
-- **Model Deck**: `.pipelex/inference/deck/base_deck.toml` and `.pipelex/inference/deck/overrides.toml`
-- **Backends**: `.pipelex/inference/backends.toml` and `.pipelex/inference/backends/*.toml`
-- **Routing**: `.pipelex/inference/routing_profiles.toml`
-
-#### LLM Handles
-
-An llm_handle can be either:
-1. **A direct model name** (like "gpt-4o-mini", "claude-3-sonnet") - automatically available for all models loaded by the inference backend system
-2. **An alias** - user-defined shortcuts that map to model names, defined in the `[aliases]` section:
-
-```toml
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-5"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-```
-
-The system first looks for direct model names, then checks aliases if no direct match is found. The system handles model routing through backends automatically.
-
-#### Using an LLM Handle in a PipeLLM
-
-Here is an example of using a model to specify which LLM to use in a PipeLLM:
-
-```plx
-[pipe.hello_world]
-type = "PipeLLM"
-description = "Write text about Hello World."
-output = "Text"
-model = { model = "gpt-5", temperature = 0.9 }
-prompt = """
-Write a haiku about Hello World.
-"""
-```
-
-As you can see, to use the LLM, you must also indicate the temperature (float between 0 and 1) and max_tokens (either an int or the string "auto").
-
-#### LLM Presets
-
-Presets are meant to record the choice of an llm with its hyper parameters (temperature and max_tokens) if it's good for a particular task. LLM Presets are skill-oriented.
-
-Examples:
-```toml
-llm_for_complex_reasoning = { model = "base-claude", temperature = 1 }
-llm_to_extract_invoice = { model = "claude-3-7-sonnet", temperature = 0.1, max_tokens = "auto" }
-```
-
-The interest is that these presets can be used to set the LLM choice in a PipeLLM, like this:
-
-```plx
-[pipe.extract_invoice]
-type = "PipeLLM"
-description = "Extract invoice information from an invoice text transcript"
-inputs = { invoice_text = "InvoiceText" }
-output = "Invoice"
-model = "llm_to_extract_invoice"
-prompt = """
-Extract invoice information from this invoice:
-
-The category of this invoice is: $invoice_details.category.
-
-@invoice_text
-"""
-```
-
-The setting here `model = "llm_to_extract_invoice"` works because "llm_to_extract_invoice" has been declared as an llm_preset in the deck.
-You must not use an LLM preset in a PipeLLM that does not exist in the deck. If needed, you can add llm presets.
-
-You can override the predefined llm presets by setting them in `.pipelex/inference/deck/overrides.toml`.
-
----
-
-ALWAYS RUN `make validate` when you are finished writing pipelines: This checks for errors. If there are errors, iterate until it works.
-Then, create an example file to run the pipeline in the `examples` folder.
-But don't write documentation unless asked explicitly to.
-
-## Guide to execute a pipeline and write example code
-
-### Example to execute a pipeline with text output
-
-```python
-import asyncio
-
-from pipelex import pretty_print
-from pipelex.pipelex import Pipelex
-from pipelex.pipeline.execute import execute_pipeline
-
-
-async def hello_world() -> str:
-    """
-    This function demonstrates the use of a super simple Pipelex pipeline to generate text.
-    """
-    # Run the pipe
-    pipe_output = await execute_pipeline(
-        pipe_code="hello_world",
-    )
-
-    return pipe_output.main_stuff_as_str
-
-
-## start Pipelex
-Pipelex.make()
-## run sample using asyncio
-output_text = asyncio.run(hello_world())
-pretty_print(output_text, title="Your first Pipelex output")
-```
-
-### Example to execute a pipeline with structured output
-
-```python
-import asyncio
-
-from pipelex import pretty_print
-from pipelex.pipelex import Pipelex
-from pipelex.pipeline.execute import execute_pipeline
-from pipelex.core.stuffs.image_content import ImageContent
-
-from my_project.gantt.gantt_struct import GanttChart
-
-SAMPLE_NAME = "extract_gantt"
-IMAGE_URL = "assets/gantt/gantt_tree_house.png"
-
-
-async def extract_gantt(image_url: str) -> GanttChart:
-    # Run the pipe
-    pipe_output = await execute_pipeline(
-        pipe_code="extract_gantt_by_steps",
-        input_memory={
-            "gantt_chart_image": {
-                "concept": "gantt.GanttImage",
-                "content": ImageContent(url=image_url),
-            }
-        },
-    )
-    # Output the result
-    return pipe_output.main_stuff_as(content_type=GanttChart)
-
-
-## start Pipelex
-Pipelex.make()
-
-## run sample using asyncio
-gantt_chart = asyncio.run(extract_gantt(image_url=IMAGE_URL))
-pretty_print(gantt_chart, title="Gantt Chart")
-```
-
-### Setting up the input memory
-
-#### Explanation of input memory
-
-The input memory is a dictionary, where the key is the name of the input variable and the value provides details to make it a stuff object. The relevant definitions are:
-```python
-StuffContentOrData = dict[str, Any] | StuffContent | list[Any] | str
-PipelineInputs = dict[str, StuffContentOrData]
-```
-As you can seen, we made it so different ways can be used to define that stuff using structured content or data.
-
-#### Different ways to set up the input memory
-
-So here are a few concrete examples of calls to execute_pipeline with various ways to set up the input memory:
-
-```python
-## Here we have a single input and it's a Text.
-## If you assign a string, by default it will be considered as a TextContent.
-    pipe_output = await execute_pipeline(
-        pipe_code="master_advisory_orchestrator",
-        input_memory={
-            "user_input": problem_description,
-        },
-    )
-
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
-## the system knows what content it corresponds to:
-    pipe_output = await execute_pipeline(
-        pipe_code="power_extractor_dpe",
-        input_memory={
-            "document": PDFContent(url=pdf_url),
-        },
-    )
-
-## Here we have a single input and it's an Image.
-## Because ImageContent is a native concept, we can use it directly as a value:
-    pipe_output = await execute_pipeline(
-        pipe_code="fashion_variation_pipeline",
-        input_memory={
-            "fashion_photo": ImageContent(url=image_url),
-        },
-    )
-
-## Here we have a single input, it's an image but
-## its actually a more specific concept gantt.GanttImage which refines Image,
-## so we must provide it using a dict with the concept and the content:
-    pipe_output = await execute_pipeline(
-        pipe_code="extract_gantt_by_steps",
-        input_memory={
-            "gantt_chart_image": {
-                "concept": "gantt.GanttImage",
-                "content": ImageContent(url=image_url),
-            }
-        },
-    )
-
-## Here is a more complex example with multiple inputs assigned using different ways:
-    pipe_output = await execute_pipeline(
-        pipe_code="retrieve_then_answer",
-        dynamic_output_concept_code="contracts.Fees",
-        input_memory={
-            "text": load_text_from_path(path=text_path),
-            "question": {
-                "concept": "answer.Question",
-                "content": question,
-            },
-            "client_instructions": client_instructions,
-        },
-    )
-```
-
-### Using the outputs of a pipeline
-
-All pipe executions return a `PipeOutput` object.
-It's a BaseModel which contains the resulting working memory at the end of the execution and the pipeline run id.
-It also provides a bunch of accessor functions and properties to unwrap the main stuff, which is the last stuff added to the working memory:
-
-```python
-
-class PipeOutput(BaseModel):
-    working_memory: WorkingMemory = Field(default_factory=WorkingMemory)
-    pipeline_run_id: str = Field(default=SpecialPipelineId.UNTITLED)
-
-    @property
-    def main_stuff(self) -> Stuff:
-        ...
-
-    def main_stuff_as_list(self, item_type: type[StuffContentType]) -> ListContent[StuffContentType]:
-        ...
-
-    def main_stuff_as_items(self, item_type: type[StuffContentType]) -> list[StuffContentType]:
-        ...
-
-    def main_stuff_as(self, content_type: type[StuffContentType]) -> StuffContentType:
-        ...
-
-    @property
-    def main_stuff_as_text(self) -> TextContent:
-        ...
-
-    @property
-    def main_stuff_as_str(self) -> str:
-        ...
-
-    @property
-    def main_stuff_as_image(self) -> ImageContent:
-        ...
-
-    @property
-    def main_stuff_as_text_and_image(self) -> TextAndImagesContent:
-        ...
-
-    @property
-    def main_stuff_as_number(self) -> NumberContent:
-        ...
-
-    @property
-    def main_stuff_as_html(self) -> HtmlContent:
-        ...
-
-    @property
-    def main_stuff_as_mermaid(self) -> MermaidContent:
-        ...
-```
-
-As you can see, you can extract any variable from the output working memory.
-
-#### Getting the main stuff as a specific type
-
-Simple text as a string:
-
-```python
-result = pipe_output.main_stuff_as_str
-```
-Structured object (BaseModel):
-
-```python
-result = pipe_output.main_stuff_as(content_type=GanttChart)
-```
-
-If it's a list, you can get a `ListContent` of the specific type.
-
-```python
-result_list_content = pipe_output.main_stuff_as_list(item_type=GanttChart)
-```
-
-or if you want, you can get the actual items as a regular python list:
-
-```python
-result_list = pipe_output.main_stuff_as_items(item_type=GanttChart)
-```
-
----
-
-## Rules to choose LLM models used in PipeLLMs.
-
-### LLM Configuration System
-
-In order to use it in a pipe, an LLM is referenced by its llm_handle (alias) and possibly by an llm_preset.
-LLM configurations are managed through the new inference backend system with files located in `.pipelex/inference/`:
-
-- **Model Deck**: `.pipelex/inference/deck/base_deck.toml` and `.pipelex/inference/deck/overrides.toml`
-- **Backends**: `.pipelex/inference/backends.toml` and `.pipelex/inference/backends/*.toml`
-- **Routing**: `.pipelex/inference/routing_profiles.toml`
-
-### LLM Handles
-
-An llm_handle can be either:
-1. **A direct model name** (like "gpt-4o-mini", "claude-3-sonnet") - automatically available for all models loaded by the inference backend system
-2. **An alias** - user-defined shortcuts that map to model names, defined in the `[aliases]` section:
-
-```toml
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-5"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-```
-
-The system first looks for direct model names, then checks aliases if no direct match is found. The system handles model routing through backends automatically.
-
-### Using an LLM Handle in a PipeLLM
-
-Here is an example of using an llm_handle to specify which LLM to use in a PipeLLM:
-
-```plx
-[pipe.hello_world]
-type = "PipeLLM"
-description = "Write text about Hello World."
-output = "Text"
-model = { model = "gpt-5", temperature = 0.9 }
-prompt = """
-Write a haiku about Hello World.
-"""
-```
-
-As you can see, to use the LLM, you must also indicate the temperature (float between 0 and 1) and max_tokens (either an int or the string "auto").
-
-### LLM Presets
-
-Presets are meant to record the choice of an llm with its hyper parameters (temperature and max_tokens) if it's good for a particular task. LLM Presets are skill-oriented.
-
-Examples:
-```toml
-llm_for_complex_reasoning = { model = "base-claude", temperature = 1 }
-llm_to_extract_invoice = { model = "claude-3-7-sonnet", temperature = 0.1, max_tokens = "auto" }
-```
-
-The interest is that these presets can be used to set the LLM choice in a PipeLLM, like this:
-
-```plx
-[pipe.extract_invoice]
-type = "PipeLLM"
-description = "Extract invoice information from an invoice text transcript"
-inputs = { invoice_text = "InvoiceText" }
-output = "Invoice"
-model = "llm_to_extract_invoice"
-prompt = """
-Extract invoice information from this invoice:
-
-The category of this invoice is: $invoice_details.category.
-
-@invoice_text
-"""
-```
-
-The setting here `model = "llm_to_extract_invoice"` works because "llm_to_extract_invoice" has been declared as an llm_preset in the deck.
-You must not use an LLM preset in a PipeLLM that does not exist in the deck. If needed, you can add llm presets.
-
-
-You can override the predefined llm presets by setting them in `.pipelex/inference/deck/overrides.toml`.
-<!-- END_PIPELEX_RULES -->

From 78fd33af818cf1e61cb09857d1d742692ad3997f Mon Sep 17 00:00:00 2001
From: Louis Choquel <louis@pipelex.com>
Date: Sun, 30 Nov 2025 11:28:31 +0100
Subject: [PATCH 03/22] ENable only Pipelex inference

---
 .pipelex/inference/backends.toml      |  22 ++---
 .pipelex/inference/backends/groq.toml | 129 ++++++++++++++++++++++++++
 2 files changed, 140 insertions(+), 11 deletions(-)
 create mode 100644 .pipelex/inference/backends/groq.toml

diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
index 9c89e6d..c87d1ef 100644
--- a/.pipelex/inference/backends.toml
+++ b/.pipelex/inference/backends.toml
@@ -17,56 +17,56 @@ endpoint = "https://inference.pipelex.com/v1"
 api_key = "${PIPELEX_INFERENCE_API_KEY}"
 
 [anthropic]
-enabled = true
+enabled = false
 api_key = "${ANTHROPIC_API_KEY}"
 claude_4_tokens_limit = 8192
 
 [azure_openai]
 display_name = "Azure OpenAI"
-enabled = true
+enabled = false
 endpoint = "${AZURE_API_BASE}"
 api_key = "${AZURE_API_KEY}"
 api_version = "${AZURE_API_VERSION}"
 
 [bedrock]
 display_name = "Amazon Bedrock"
-enabled = true
+enabled = false
 aws_region = "${AWS_REGION}"
 
 [blackboxai]
 display_name = "BlackBox AI"
-enabled = true
+enabled = false
 endpoint = "https://api.blackbox.ai/v1"
 api_key = "${BLACKBOX_API_KEY}"
 
 [fal]
 display_name = "FAL"
-enabled = true
+enabled = false
 api_key = "${FAL_API_KEY}"
 
 [google]
 display_name = "Google AI"
-enabled = true
+enabled = false
 api_key = "${GOOGLE_API_KEY}"
 
 [groq]
 display_name = "Groq"
-enabled = true
+enabled = false
 endpoint = "https://api.groq.com/openai/v1"
 api_key = "${GROQ_API_KEY}"
 
 [mistral]
 display_name = "Mistral AI"
-enabled = true
+enabled = false
 api_key = "${MISTRAL_API_KEY}"
 
 [ollama]
-enabled = true
+enabled = false
 endpoint = "http://localhost:11434/v1"
 
 [openai]
 display_name = "OpenAI"
-enabled = true
+enabled = false
 api_key = "${OPENAI_API_KEY}"
 
 [vertexai]
@@ -78,7 +78,7 @@ gcp_credentials_file_path = "${GCP_CREDENTIALS_FILE_PATH}"
 
 [xai]
 display_name = "xAI"
-enabled = true
+enabled = false
 endpoint = "https://api.x.ai/v1"
 api_key = "${XAI_API_KEY}"
 
diff --git a/.pipelex/inference/backends/groq.toml b/.pipelex/inference/backends/groq.toml
new file mode 100644
index 0000000..72fc0b8
--- /dev/null
+++ b/.pipelex/inference/backends/groq.toml
@@ -0,0 +1,129 @@
+################################################################################
+# Groq Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Groq models.
+# It contains model definitions for various LLM models accessible through
+# the Groq API, including text-only and vision-capable models.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots or slashes must be quoted (e.g., ["meta-llama/llama-4-scout"])
+# - Model costs are in USD per million tokens (input/output)
+# - Vision models support max 5 images per request, 33MP max resolution
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+structure_method = "instructor/json"
+
+################################################################################
+# PRODUCTION TEXT MODELS
+################################################################################
+
+# --- Meta Llama 3.x Series ----------------------------------------------------
+["llama-3.1-8b-instant"]
+model_id = "llama-3.1-8b-instant"
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.08 }
+
+["llama-3.3-70b-versatile"]
+model_id = "llama-3.3-70b-versatile"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.59, output = 0.79 }
+
+# --- Meta Llama Guard ---------------------------------------------------------
+["meta-llama/llama-guard-4-12b"]
+model_id = "meta-llama/llama-guard-4-12b"
+max_tokens = 1024
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.20, output = 0.20 }
+
+# --- OpenAI GPT-OSS Models ----------------------------------------------------
+["openai/gpt-oss-20b"]
+model_id = "openai/gpt-oss-20b"
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.075, output = 0.30 }
+
+["openai/gpt-oss-120b"]
+model_id = "openai/gpt-oss-120b"
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.60 }
+
+# --- Groq Compound Systems ----------------------------------------------------
+["groq/compound"]
+model_id = "groq/compound"
+max_tokens = 8192
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.45 }
+
+["groq/compound-mini"]
+model_id = "groq/compound-mini"
+max_tokens = 8192
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.30 }
+
+################################################################################
+# PREVIEW MODELS
+################################################################################
+
+# --- Meta Llama 4 Vision Models (Preview) -------------------------------------
+["meta-llama/llama-4-scout-17b-16e-instruct"]
+model_id = "meta-llama/llama-4-scout-17b-16e-instruct"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 5
+costs = { input = 0.11, output = 0.34 }
+
+["meta-llama/llama-4-maverick-17b-128e-instruct"]
+model_id = "meta-llama/llama-4-maverick-17b-128e-instruct"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 5
+costs = { input = 0.20, output = 0.60 }
+
+# --- Moonshot Kimi K2 ---------------------------------------------------------
+["moonshotai/kimi-k2-instruct-0905"]
+model_id = "moonshotai/kimi-k2-instruct-0905"
+max_tokens = 16384
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.00, output = 3.00 }
+
+# --- OpenAI Safety Model ------------------------------------------------------
+["openai/gpt-oss-safeguard-20b"]
+model_id = "openai/gpt-oss-safeguard-20b"
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.075, output = 0.30 }
+
+# --- Qwen 3 -------------------------------------------------------------------
+["qwen/qwen3-32b"]
+model_id = "qwen/qwen3-32b"
+max_tokens = 40960
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.29, output = 0.59 }

From 333a95962361b59b22129dcbccc9ba1a169df554 Mon Sep 17 00:00:00 2001
From: Louis Choquel <louis@pipelex.com>
Date: Thu, 4 Dec 2025 14:10:28 +0100
Subject: [PATCH 04/22] cv_match_scw

---
 .pipelex/inference/backends.toml              |   32 +-
 .pipelex/inference/backends/anthropic.toml    |    9 +
 .pipelex/inference/backends/azure_openai.toml |   39 +-
 .pipelex/inference/backends/bedrock.toml      |    9 +
 .pipelex/inference/backends/blackboxai.toml   |    7 +-
 .pipelex/inference/backends/google.toml       |    9 +
 .pipelex/inference/backends/groq.toml         |   16 +-
 .pipelex/inference/backends/mistral.toml      |    1 +
 .pipelex/inference/backends/ollama.toml       |    2 +-
 .pipelex/inference/backends/openai.toml       |   35 +-
 .../inference/backends/pipelex_gateway.toml   |  398 ++++++
 .../inference/backends/pipelex_inference.toml |   56 +-
 .pipelex/inference/backends/portkey.toml      |  272 ++++
 .pipelex/inference/backends/scaleway.toml     |   67 +
 .pipelex/inference/backends/vertexai.toml     |    3 +-
 .pipelex/inference/backends/xai.toml          |    2 +-
 .pipelex/inference/deck/base_deck.toml        |   52 +-
 .pipelex/inference/deck/demo_deck.toml        |    4 +
 .pipelex/inference/routing_profiles.toml      |   68 +-
 .pipelex/pipelex.toml                         |   16 +-
 .pipelex/telemetry.toml                       |    2 +-
 cv_match_scw/bundle.plx                       |  160 +++
 cv_match_scw/bundle_view.html                 |  327 +++++
 cv_match_scw/bundle_view.svg                  | 1258 +++++++++++++++++
 cv_match_scw/inputs.json                      |   14 +
 .../run_analyze_cv_and_generate_questions.py  |   23 +
 pyproject.toml                                |    3 +
 uv.lock                                       |  110 +-
 28 files changed, 2912 insertions(+), 82 deletions(-)
 create mode 100644 .pipelex/inference/backends/pipelex_gateway.toml
 create mode 100644 .pipelex/inference/backends/portkey.toml
 create mode 100644 .pipelex/inference/backends/scaleway.toml
 create mode 100644 .pipelex/inference/deck/demo_deck.toml
 create mode 100644 cv_match_scw/bundle.plx
 create mode 100644 cv_match_scw/bundle_view.html
 create mode 100644 cv_match_scw/bundle_view.svg
 create mode 100644 cv_match_scw/inputs.json
 create mode 100644 cv_match_scw/run_analyze_cv_and_generate_questions.py

diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
index c87d1ef..e163fb2 100644
--- a/.pipelex/inference/backends.toml
+++ b/.pipelex/inference/backends.toml
@@ -10,16 +10,15 @@
 #
 ####################################################################################################
 
-[pipelex_inference]
-display_name = "⭐ Pipelex Inference"
+[pipelex_gateway]
+display_name = "⭐ Pipelex Gateway"
 enabled = true
-endpoint = "https://inference.pipelex.com/v1"
-api_key = "${PIPELEX_INFERENCE_API_KEY}"
+api_key = "${PIPELEX_GATEWAY_API_KEY}"
 
 [anthropic]
 enabled = false
 api_key = "${ANTHROPIC_API_KEY}"
-claude_4_tokens_limit = 8192
+valued_constraints = { max_output_tokens_limit = 8192 }
 
 [azure_openai]
 display_name = "Azure OpenAI"
@@ -57,7 +56,7 @@ api_key = "${GROQ_API_KEY}"
 
 [mistral]
 display_name = "Mistral AI"
-enabled = false
+enabled = true
 api_key = "${MISTRAL_API_KEY}"
 
 [ollama]
@@ -69,9 +68,21 @@ display_name = "OpenAI"
 enabled = false
 api_key = "${OPENAI_API_KEY}"
 
+[portkey]
+display_name = "Portkey"
+enabled = false
+endpoint = "https://api.portkey.ai/v1"
+api_key = "${PORTKEY_API_KEY}"
+
+[scaleway]
+display_name = "Scaleway"
+enabled = true
+endpoint = "${SCALEWAY_ENDPOINT}"
+api_key = "${SCALEWAY_API_KEY}"
+
 [vertexai]
 display_name = "Google Vertex AI"
-enabled = false
+enabled = false                                            # This is the only one we disable beacuse setting it up requires internet access just to get credentials so it fails in CI sandboxes
 gcp_project_id = "${GCP_PROJECT_ID}"
 gcp_location = "${GCP_LOCATION}"
 gcp_credentials_file_path = "${GCP_CREDENTIALS_FILE_PATH}"
@@ -84,3 +95,10 @@ api_key = "${XAI_API_KEY}"
 
 [internal] # software-only backend, runs internally, without AI
 enabled = true
+
+# Deprecated
+[pipelex_inference]
+display_name = "🛑 Legacy Pipelex Inference"
+enabled = false
+endpoint = "https://inference.pipelex.com/v1"
+api_key = "${PIPELEX_INFERENCE_API_KEY}"
diff --git a/.pipelex/inference/backends/anthropic.toml b/.pipelex/inference/backends/anthropic.toml
index 66721e2..729e2d1 100644
--- a/.pipelex/inference/backends/anthropic.toml
+++ b/.pipelex/inference/backends/anthropic.toml
@@ -24,6 +24,7 @@
 model_type = "llm"
 sdk = "anthropic"
 prompting_target = "anthropic"
+structure_method = "instructor/anthropic_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -97,3 +98,11 @@ inputs = ["text", "images"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 1.0, output = 5.0 }
+
+["claude-4.5-opus"]
+model_id = "claude-opus-4-5-20251101"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 5.0, output = 25.0 }
diff --git a/.pipelex/inference/backends/azure_openai.toml b/.pipelex/inference/backends/azure_openai.toml
index 930f161..35ccb48 100644
--- a/.pipelex/inference/backends/azure_openai.toml
+++ b/.pipelex/inference/backends/azure_openai.toml
@@ -22,8 +22,9 @@
 
 [defaults]
 model_type = "llm"
-sdk = "azure_openai"
+sdk = "azure_openai_responses"
 prompting_target = "openai"
+structure_method = "instructor/openai_responses_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -67,24 +68,28 @@ model_id = "o1-mini-2024-09-12"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 3.0, output = 12.0 }
+valued_constraints = { fixed_temperature = 1 }
 
 [o1]
 model_id = "o1-2024-12-17"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 15.0, output = 60.0 }
+valued_constraints = { fixed_temperature = 1 }
 
 [o3-mini]
 model_id = "o3-mini-2025-01-31"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
 
 [o3]
 model_id = "o3-2025-04-16"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 2, output = 8 }
+valued_constraints = { fixed_temperature = 1 }
 
 # --- GPT-5 Series -------------------------------------------------------------
 [gpt-5-mini]
@@ -92,21 +97,53 @@ model_id = "gpt-5-mini-2025-08-07"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.25, output = 2.0 }
+valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-nano]
 model_id = "gpt-5-nano-2025-08-07"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.05, output = 0.4 }
+valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-chat]
 model_id = "gpt-5-chat-2025-08-07"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5]
 model_id = "gpt-5-2025-08-07"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5.1 Series -------------------------------------------------------------
+["gpt-5.1"]
+model_id = "gpt-5.1-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+["gpt-5.1-chat"]
+model_id = "gpt-5.1-chat-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# --- OpenAI Image Generation --------------------------------------------------
+[gpt-image-1]
+sdk = "azure_rest_img_gen"
+model_type = "img_gen"
+model_id = "gpt-image-1-2025-04-15"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.04, output = 0.0 }
diff --git a/.pipelex/inference/backends/bedrock.toml b/.pipelex/inference/backends/bedrock.toml
index cea9134..c4ab176 100644
--- a/.pipelex/inference/backends/bedrock.toml
+++ b/.pipelex/inference/backends/bedrock.toml
@@ -109,3 +109,12 @@ inputs = ["text", "images"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 1.0, output = 5.0 }
+
+["claude-4.5-opus"]
+sdk = "bedrock_anthropic"
+model_id = "global.anthropic.claude-opus-4-5-20251101-v1:0"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 5.0, output = 25.0 }
diff --git a/.pipelex/inference/backends/blackboxai.toml b/.pipelex/inference/backends/blackboxai.toml
index 4c5909a..e6cf9dd 100644
--- a/.pipelex/inference/backends/blackboxai.toml
+++ b/.pipelex/inference/backends/blackboxai.toml
@@ -23,6 +23,7 @@
 [defaults]
 model_type = "llm"
 sdk = "openai"
+structure_method = "instructor/openai_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -145,7 +146,7 @@ costs = { input = 0.12, output = 0.39 }
 ["qwen2.5-vl-72b-instruct"]
 model_id = "blackboxai/qwen/qwen2.5-vl-72b-instruct"
 inputs = ["text", "images"]
-outputs = ["text", "structured"]
+outputs = ["text"]
 costs = { input = 0.25, output = 0.75 }
 
 # --- Amazon Nova Models -------------------------------------------------------
@@ -166,13 +167,13 @@ costs = { input = 0.06, output = 0.24 }
 ################################################################################
 
 # --- DeepSeek Free Models -----------------------------------------------------
-[deepseek-chat-free]
+[deepseek-chat]
 model_id = "blackboxai/deepseek/deepseek-chat:free"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 0.00, output = 0.00 }
 
-[deepseek-r1-free]
+[deepseek-r1]
 model_id = "blackboxai/deepseek/deepseek-r1:free"
 inputs = ["text"]
 outputs = ["text", "structured"]
diff --git a/.pipelex/inference/backends/google.toml b/.pipelex/inference/backends/google.toml
index 68c39d9..0d39dac 100644
--- a/.pipelex/inference/backends/google.toml
+++ b/.pipelex/inference/backends/google.toml
@@ -24,6 +24,7 @@
 model_type = "llm"
 sdk = "google"
 prompting_target = "gemini"
+structure_method = "instructor/genai_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -58,3 +59,11 @@ inputs = ["text", "images"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 0.10, output = 0.40 }
+
+# --- Gemini 3.0 Series ----------------------------------------
+["gemini-3.0-pro"]
+model_id = "gemini-3-pro-preview"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 2, output = 12.0 }
diff --git a/.pipelex/inference/backends/groq.toml b/.pipelex/inference/backends/groq.toml
index 72fc0b8..72bdae3 100644
--- a/.pipelex/inference/backends/groq.toml
+++ b/.pipelex/inference/backends/groq.toml
@@ -46,7 +46,7 @@ outputs = ["text", "structured"]
 costs = { input = 0.59, output = 0.79 }
 
 # --- Meta Llama Guard ---------------------------------------------------------
-["meta-llama/llama-guard-4-12b"]
+[llama-guard-4-12b]
 model_id = "meta-llama/llama-guard-4-12b"
 max_tokens = 1024
 inputs = ["text"]
@@ -54,14 +54,14 @@ outputs = ["text", "structured"]
 costs = { input = 0.20, output = 0.20 }
 
 # --- OpenAI GPT-OSS Models ----------------------------------------------------
-["openai/gpt-oss-20b"]
+[gpt-oss-20b]
 model_id = "openai/gpt-oss-20b"
 max_tokens = 65536
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 0.075, output = 0.30 }
 
-["openai/gpt-oss-120b"]
+[gpt-oss-120b]
 model_id = "openai/gpt-oss-120b"
 max_tokens = 65536
 inputs = ["text"]
@@ -88,7 +88,7 @@ costs = { input = 0.10, output = 0.30 }
 ################################################################################
 
 # --- Meta Llama 4 Vision Models (Preview) -------------------------------------
-["meta-llama/llama-4-scout-17b-16e-instruct"]
+[llama-4-scout-17b-16e-instruct]
 model_id = "meta-llama/llama-4-scout-17b-16e-instruct"
 max_tokens = 8192
 inputs = ["text", "images"]
@@ -96,7 +96,7 @@ outputs = ["text", "structured"]
 max_prompt_images = 5
 costs = { input = 0.11, output = 0.34 }
 
-["meta-llama/llama-4-maverick-17b-128e-instruct"]
+[llama-4-maverick-17b-128e-instruct]
 model_id = "meta-llama/llama-4-maverick-17b-128e-instruct"
 max_tokens = 8192
 inputs = ["text", "images"]
@@ -105,7 +105,7 @@ max_prompt_images = 5
 costs = { input = 0.20, output = 0.60 }
 
 # --- Moonshot Kimi K2 ---------------------------------------------------------
-["moonshotai/kimi-k2-instruct-0905"]
+[kimi-k2-instruct-0905]
 model_id = "moonshotai/kimi-k2-instruct-0905"
 max_tokens = 16384
 inputs = ["text"]
@@ -113,7 +113,7 @@ outputs = ["text", "structured"]
 costs = { input = 1.00, output = 3.00 }
 
 # --- OpenAI Safety Model ------------------------------------------------------
-["openai/gpt-oss-safeguard-20b"]
+[gpt-oss-safeguard-20b]
 model_id = "openai/gpt-oss-safeguard-20b"
 max_tokens = 65536
 inputs = ["text"]
@@ -121,7 +121,7 @@ outputs = ["text", "structured"]
 costs = { input = 0.075, output = 0.30 }
 
 # --- Qwen 3 -------------------------------------------------------------------
-["qwen/qwen3-32b"]
+[qwen3-32b]
 model_id = "qwen/qwen3-32b"
 max_tokens = 40960
 inputs = ["text"]
diff --git a/.pipelex/inference/backends/mistral.toml b/.pipelex/inference/backends/mistral.toml
index cb70937..c4b49e3 100644
--- a/.pipelex/inference/backends/mistral.toml
+++ b/.pipelex/inference/backends/mistral.toml
@@ -24,6 +24,7 @@
 model_type = "llm"
 sdk = "mistral"
 prompting_target = "mistral"
+structure_method = "instructor/mistral_tools"
 
 ################################################################################
 # LANGUAGE MODELS
diff --git a/.pipelex/inference/backends/ollama.toml b/.pipelex/inference/backends/ollama.toml
index ab0f516..397e9ac 100644
--- a/.pipelex/inference/backends/ollama.toml
+++ b/.pipelex/inference/backends/ollama.toml
@@ -24,6 +24,7 @@
 model_type = "llm"
 sdk = "openai"
 prompting_target = "anthropic"
+structure_method = "instructor/openai_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -60,4 +61,3 @@ inputs = ["text"]
 outputs = ["text"]
 costs = { input = 0, output = 0 }
 # TODO: support <think> tokens
-
diff --git a/.pipelex/inference/backends/openai.toml b/.pipelex/inference/backends/openai.toml
index 4f11481..bfb3dd9 100644
--- a/.pipelex/inference/backends/openai.toml
+++ b/.pipelex/inference/backends/openai.toml
@@ -22,8 +22,9 @@
 
 [defaults]
 model_type = "llm"
-sdk = "openai"
+sdk = "openai_responses"
 prompting_target = "openai"
+structure_method = "instructor/openai_responses_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -92,40 +93,33 @@ outputs = ["text", "structured"]
 costs = { input = 0.1, output = 0.4 }
 
 # --- o Series ----------------------------------------------------------------
-[o1-mini]
-model_id = "o1-mini"
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 3.0, output = 12.0 }
-constraints = ["temperature_must_be_1"]
-
 [o1]
 model_id = "o1"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 15.0, output = 60.0 }
-constraints = ["temperature_must_be_1"]
+valued_constraints = { fixed_temperature = 1 }
 
 [o3-mini]
 model_id = "o3-mini"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 1.1, output = 4.4 }
-constraints = ["temperature_must_be_1"]
+valued_constraints = { fixed_temperature = 1 }
 
 [o3]
 model_id = "o3"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 10.0, output = 40.0 }
-constraints = ["temperature_must_be_1"]
+valued_constraints = { fixed_temperature = 1 }
 
 [o4-mini]
 model_id = "o4-mini"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 1.1, output = 4.4 }
-constraints = ["temperature_must_be_1"]
+valued_constraints = { fixed_temperature = 1 }
 
 # --- GPT-5 Series -------------------------------------------------------------
 [gpt-5]
@@ -133,28 +127,35 @@ model_id = "gpt-5"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
-constraints = ["temperature_must_be_1"]
+valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-mini]
 model_id = "gpt-5-mini"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.25, output = 2.0 }
-constraints = ["temperature_must_be_1"]
+valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-nano]
 model_id = "gpt-5-nano"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.05, output = 0.4 }
-constraints = ["temperature_must_be_1"]
+valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-chat]
 model_id = "gpt-5-chat-latest"
 inputs = ["text", "images"]
 outputs = ["text"]
 costs = { input = 1.25, output = 10.0 }
-constraints = ["temperature_must_be_1"]
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5.1 Series -------------------------------------------------------------
+["gpt-5.1"]
+model_id = "gpt-5.1"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
 
 ################################################################################
 # IMAGE GENERATION MODELS
@@ -162,9 +163,9 @@ constraints = ["temperature_must_be_1"]
 
 # --- OpenAI Image Generation --------------------------------------------------
 [gpt-image-1]
+sdk = "openai_img_gen"
 model_type = "img_gen"
 model_id = "gpt-image-1"
 inputs = ["text"]
 outputs = ["image"]
 costs = { input = 0.04, output = 0.0 }
-
diff --git a/.pipelex/inference/backends/pipelex_gateway.toml b/.pipelex/inference/backends/pipelex_gateway.toml
new file mode 100644
index 0000000..dfb6934
--- /dev/null
+++ b/.pipelex/inference/backends/pipelex_gateway.toml
@@ -0,0 +1,398 @@
+################################################################################
+# Pipelex Gateway Configuration
+################################################################################
+#
+# This file defines the model specifications for the Pipelex Gateway backend.
+# It contains model definitions for various AI models:
+# LLMs of course but also image generation models and document extraction models.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "gateway_completions"
+structure_method = "instructor/openai_tools"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- OpenAI LLMs --------------------------------------------------------------
+[gpt-4o-mini]
+model_id = "gpt-4o-mini-2024-07-18"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[gpt-4o]
+model_id = "gpt-4o-2024-11-20"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+["gpt-4.1-nano"]
+model_id = "gpt-4.1-nano-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+["gpt-4.1-mini"]
+model_id = "gpt-4.1-mini-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+["gpt-4.1"]
+model_id = "gpt-4.1-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[o1-mini]
+model_id = "o1-mini-2024-09-12"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3.0, output = 12.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[o1]
+model_id = "o1-2024-12-17"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.0, output = 60.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[o3-mini]
+model_id = "o3-mini-2025-01-31"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[o3]
+model_id = "o3-2025-04-16"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[o4-mini]
+model_id = "o4-mini-2025-04-16"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[gpt-5-nano]
+model_id = "gpt-5-nano-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[gpt-5-mini]
+model_id = "gpt-5-mini-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[gpt-5-chat]
+model_id = "gpt-5-chat-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+[gpt-5]
+model_id = "gpt-5-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+["gpt-5.1-chat"]
+model_id = "gpt-5.1-chat-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+["gpt-5.1"]
+model_id = "gpt-5.1-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+["gpt-5.1-codex"]
+model_id = "gpt-5.1-codex-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "gateway_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-config = "pc-openai-ba0fa7"
+
+# --- OpenAI GPT-OSS Models ----------------------------------------------------
+["gpt-oss-20b"]
+model_id = "openai.gpt-oss-20b-1:0"
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.075, output = 0.30 }
+x-portkey-config = "pc-gptoss-fb48b7"
+
+["gpt-oss-120b"]
+model_id = "openai.gpt-oss-120b-1:0"
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.60 }
+x-portkey-config = "pc-gptoss-fb48b7"
+
+# --- Claude LLMs --------------------------------------------------------------
+
+["claude-3.7-sonnet"]
+model_id = "us.anthropic.claude-3-7-sonnet-20250219-v1:0"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-config = "pc-claude-aae09f"
+
+[claude-4-sonnet]
+model_id = "us.anthropic.claude-sonnet-4-20250514-v1:0"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-config = "pc-claude-aae09f"
+
+[claude-4-opus]
+model_id = "us.anthropic.claude-opus-4-20250514-v1:0"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-config = "pc-claude-aae09f"
+
+["claude-4.1-opus"]
+model_id = "us.anthropic.claude-opus-4-1-20250805-v1:0"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-config = "pc-claude-aae09f"
+
+["claude-4.5-sonnet"]
+model_id = "us.anthropic.claude-sonnet-4-5-20250929-v1:0"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-config = "pc-claude-aae09f"
+
+["claude-4.5-haiku"]
+model_id = "us.anthropic.claude-haiku-4-5-20251001-v1:0"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 1.0, output = 5.0 }
+x-portkey-config = "pc-claude-aae09f"
+
+["claude-4.5-opus"]
+model_id = "global.anthropic.claude-opus-4-5-20251101-v1:0"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 5.0, output = 25.0 }
+x-portkey-config = "pc-claude-aae09f"
+
+# --- DeepSeek LLMs --------------------------------------------------------------
+# [deepseek-r1]
+# model_id = "deepseek.r1-v1:0"
+# inputs = ["text", "images"]
+# outputs = ["text", "structured"]
+# costs = { input = 0, output = 0 }
+# structure_method = "instructor/json"
+# x-portkey-config = "pc-bedroc-96f922"
+
+["deepseek-v3.1"]
+model_id = "deepseek.v3-v1:0"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0, output = 0 }
+structure_method = "instructor/json"
+x-portkey-config = "pc-bedroc-96f922"
+
+# --- Gemini LLMs --------------------------------------------------------------
+["gemini-2.0-flash"]
+model_id = "gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+x-portkey-config = "pc-google-b19ef8"
+
+["gemini-2.5-pro"]
+model_id = "gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+x-portkey-config = "pc-google-b19ef8"
+
+["gemini-2.5-flash"]
+model_id = "gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.30, output = 2.50 }
+x-portkey-config = "pc-google-b19ef8"
+
+["gemini-2.5-flash-lite"]
+model_id = "gemini-2.5-flash-lite"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+x-portkey-config = "pc-google-b19ef8"
+
+["gemini-3.0-pro"]
+model_id = "gemini-3-pro-preview"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 2, output = 12.0 }
+x-portkey-config = "pc-google-b19ef8"
+
+# --- Qwen LLMs --------------------------------------------------------------
+["qwen3-vl-235b-a22b"]
+model_id = "qwen.qwen3-vl-235b-a22b"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0, output = 0 }
+structure_method = "instructor/json"
+x-portkey-config = "pc-bedroc-96f922"
+
+# --- XAI LLMs --------------------------------------------------------------
+
+[grok-3]
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 3, output = 15 }
+x-portkey-config = "pc-azure-551745"
+
+[grok-3-mini]
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.3, output = 0.5 }
+x-portkey-config = "pc-azure-551745"
+
+# [grok-4]
+# inputs = ["text", "images"]
+# outputs = ["text", "structured"]
+# costs = { input = 3, output = 15 }
+# x-portkey-config = "pc-azure-551745"
+
+# [grok-4-fast-reasoning]
+# inputs = ["text", "images"]
+# outputs = ["text", "structured"]
+# costs = { input = 3, output = 15 }
+# x-portkey-config = "pc-azure-551745"
+
+[grok-4-fast-non-reasoning]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3, output = 15 }
+x-portkey-config = "pc-xai-70a222"
+
+################################################################################
+# DOCUMENT EXTRACTION MODELS
+################################################################################
+
+[mistral-ocr]
+# "mistral-document-ai-2505" provides the same capabilities as "mistral-ocr" and more but currently we use it like "mistral-ocr"
+model_id = "mistral-document-ai-2505"
+model_type = "text_extractor"
+max_tokens = 4096
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+costs = { input = 0, output = 0 }     # TODO handle cost per page 3$/1K pages
+sdk = "gateway_extract"
+x-portkey-config = "pc-misdoc-b4ae47"
+
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# We are still working in giving you acces to image generation models
+# through the Pipelex Gateway.
diff --git a/.pipelex/inference/backends/pipelex_inference.toml b/.pipelex/inference/backends/pipelex_inference.toml
index e516e27..751c570 100644
--- a/.pipelex/inference/backends/pipelex_inference.toml
+++ b/.pipelex/inference/backends/pipelex_inference.toml
@@ -24,6 +24,7 @@
 model_type = "llm"
 sdk = "openai"
 prompting_target = "anthropic"
+structure_method = "instructor/openai_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -35,54 +36,88 @@ model_id = "pipelex/gpt-4o"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 2.75, output = 11.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 [gpt-4o-mini]
 model_id = "pipelex/gpt-4o-mini"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.17, output = 0.66 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 ["gpt-4.1"]
 model_id = "pipelex/gpt-4.1"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 2, output = 8 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 ["gpt-4.1-mini"]
 model_id = "pipelex/gpt-4.1-mini"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.4, output = 1.6 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 ["gpt-4.1-nano"]
 model_id = "pipelex/gpt-4.1-nano"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.1, output = 0.4 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 [gpt-5-nano]
 model_id = "pipelex/gpt-5-nano"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.05, output = 0.40 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 [gpt-5-mini]
 model_id = "pipelex/gpt-5-mini"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.25, output = 2.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 [gpt-5-chat]
 model_id = "pipelex/gpt-5-chat"
 inputs = ["text", "images"]
 outputs = ["text"]
 costs = { input = 1.25, output = 10.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 [gpt-5]
 model_id = "pipelex/gpt-5"
 inputs = ["text", "images"]
 outputs = ["text"]
 costs = { input = 1.25, output = 10.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+["gpt-5.1"]
+model_id = "pipelex/gpt-5.1"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+["gpt-5.1-chat"]
+model_id = "pipelex/gpt-5.1-chat"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
 
 # --- Claude LLMs --------------------------------------------------------------
 ["claude-4-sonnet"]
@@ -109,32 +144,45 @@ inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 1, output = 5 }
 
+["claude-4.5-opus"]
+model_id = "pipelex/claude-4.5-opus"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 5, output = 25 }
+
 # --- Gemini LLMs --------------------------------------------------------------
 ["gemini-2.0-flash"]
-model_id = "gemini/gemini-2.0-flash"
+model_id = "pipelex/gemini-2.0-flash"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.10, output = 0.40 }
 
 ["gemini-2.5-pro"]
-model_id = "gemini/gemini-2.5-pro"
+model_id = "pipelex/gemini-2.5-pro"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 1.25, output = 10.0 }
 
 ["gemini-2.5-flash"]
-model_id = "gemini/gemini-2.5-flash"
+model_id = "pipelex/gemini-2.5-flash"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.30, output = 2.50 }
 
 ["gemini-2.5-flash-lite"]
-model_id = "gemini/gemini-2.5-flash-lite"
+model_id = "pipelex/gemini-2.5-flash-lite"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.10, output = 0.40 }
 
+["gemini-3.0-pro"]
+model_id = "pipelex/gemini-3.0-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 2, output = 12.0 }
+
 # --- XAI LLMs --------------------------------------------------------------
 
 [grok-3]
diff --git a/.pipelex/inference/backends/portkey.toml b/.pipelex/inference/backends/portkey.toml
new file mode 100644
index 0000000..2080d0e
--- /dev/null
+++ b/.pipelex/inference/backends/portkey.toml
@@ -0,0 +1,272 @@
+################################################################################
+# Portkey Configuration
+################################################################################
+#
+# This file defines the model specifications for the Portkey backend.
+# It contains model definitions for various AI models.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "portkey_completions"
+structure_method = "instructor/openai_tools"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- OpenAI LLMs --------------------------------------------------------------
+[gpt-4o-mini]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[gpt-4o]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-4.1-nano"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-4.1-mini"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-4.1"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[o1]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.0, output = 60.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[o3-mini]
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[o3]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[o4-mini]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[gpt-5-nano]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[gpt-5-mini]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[gpt-5]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-5.1"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-5.1-codex"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+# --- Claude LLMs --------------------------------------------------------------
+[claude-3-haiku]
+model_id = "claude-3-haiku-20240307"
+max_tokens = 4096
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 0.25, output = 1.25 }
+x-portkey-provider = "@anthropic"
+
+[claude-3-opus]
+model_id = "claude-3-opus-20240229"
+max_tokens = 4096
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 15.0, output = 75.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-3.7-sonnet"]
+model_id = "claude-3-7-sonnet-20250219"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+[claude-4-sonnet]
+model_id = "claude-sonnet-4-20250514"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+[claude-4-opus]
+model_id = "claude-opus-4-20250514"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-4.1-opus"]
+model_id = "claude-opus-4-1-20250805"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-4.5-sonnet"]
+model_id = "claude-sonnet-4-5-20250929"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-4.5-haiku"]
+model_id = "claude-haiku-4-5-20251001"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 1.0, output = 5.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-4.5-opus"]
+model_id = "claude-opus-4-5-20251101"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 5.0, output = 25.0 }
+x-portkey-provider = "@anthropic"
+
+# --- Gemini LLMs --------------------------------------------------------------
+["gemini-2.0-flash"]
+model_id = "gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+x-portkey-provider = "@google"
+
+["gemini-2.5-pro"]
+model_id = "gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+x-portkey-provider = "@google"
+
+["gemini-2.5-flash"]
+model_id = "gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.30, output = 2.50 }
+x-portkey-provider = "@google"
+
+["gemini-2.5-flash-lite"]
+model_id = "gemini-2.5-flash-lite"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+x-portkey-provider = "@google"
+
+["gemini-3.0-pro"]
+model_id = "gemini-3-pro-preview"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 2, output = 12.0 }
+x-portkey-provider = "@google"
diff --git a/.pipelex/inference/backends/scaleway.toml b/.pipelex/inference/backends/scaleway.toml
new file mode 100644
index 0000000..20fe792
--- /dev/null
+++ b/.pipelex/inference/backends/scaleway.toml
@@ -0,0 +1,67 @@
+################################################################################
+# Groq Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Scaleway models.
+# It contains model definitions for various LLM models accessible through
+# the Groq API, including text-only and vision-capable models.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots or slashes must be quoted (e.g., ["meta-llama/llama-4-scout"])
+# - Model costs are in USD per million tokens (input/output)
+# - Vision models support max 5 images per request, 33MP max resolution
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+structure_method = "instructor/json"
+
+# --- DeepSeek Models ----------------------------------------------------------
+[deepseek-r1-distill-llama-70b]
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.90, output = 0.90 }
+
+# --- Meta Llama 3.x Series ----------------------------------------------------
+["llama-3.1-8b-instruct"]
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.2, output = 0.2 }
+
+["llama-3.3-70b-instruct"]
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.90, output = 0.90 }
+
+# --- OpenAI GPT-OSS Models ----------------------------------------------------
+[gpt-oss-120b]
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.60 }
+
+# --- Qwen 3 -------------------------------------------------------------------
+[qwen3-235b-a22b-instruct-2507]
+max_tokens = 40960
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.75, output = 2.25 }
+
+[qwen3-coder-30b-a3b-instruct]
+max_tokens = 40960
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.20, output = 0.80 }
diff --git a/.pipelex/inference/backends/vertexai.toml b/.pipelex/inference/backends/vertexai.toml
index da01d4f..1ebab79 100644
--- a/.pipelex/inference/backends/vertexai.toml
+++ b/.pipelex/inference/backends/vertexai.toml
@@ -24,6 +24,7 @@
 model_type = "llm"
 sdk = "openai"
 prompting_target = "gemini"
+structure_method = "instructor/vertexai_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -50,4 +51,4 @@ model_id = "google/gemini-2.5-flash"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
-costs = { input = 0.30, output = 2.50 }
\ No newline at end of file
+costs = { input = 0.30, output = 2.50 }
diff --git a/.pipelex/inference/backends/xai.toml b/.pipelex/inference/backends/xai.toml
index a4bb433..3045344 100644
--- a/.pipelex/inference/backends/xai.toml
+++ b/.pipelex/inference/backends/xai.toml
@@ -24,6 +24,7 @@
 model_type = "llm"
 sdk = "openai"
 prompting_target = "anthropic"
+structure_method = "instructor/openai_tools"
 
 ################################################################################
 # LANGUAGE MODELS
@@ -53,4 +54,3 @@ model_id = "grok-3-mini-fast-latest"
 inputs = ["text"]
 outputs = ["text"]
 costs = { input = 0.15, output = 4 }
-
diff --git a/.pipelex/inference/deck/base_deck.toml b/.pipelex/inference/deck/base_deck.toml
index 44526c4..6fb0161 100644
--- a/.pipelex/inference/deck/base_deck.toml
+++ b/.pipelex/inference/deck/base_deck.toml
@@ -22,16 +22,16 @@ base-gpt = "gpt-4o"
 base-gemini = "gemini-2.5-flash"
 base-mistral = "mistral-medium"
 base-groq = "llama-3.3-70b-versatile"
+base-grok = "grok-4-fast-non-reasoning"
 
-best-gpt = "gpt-4o"
-best-claude = "claude-4.1-opus"
-best-gemini = "gemini-2.5-pro"
+best-gpt = "gpt-5.1"
+best-claude = "claude-4.5-opus"
+best-gemini = "gemini-3.0-pro"
 best-mistral = "mistral-medium"
-best-grok = "grok-3"
 
 # Groq-specific aliases
 fast-groq = "llama-3.1-8b-instant"
-vision-groq = "meta-llama/llama-4-scout-17b-16e-instruct"
+vision-groq = "llama-4-scout-17b-16e-instruct"
 
 # Image generation aliases
 base-img-gen = "flux-pro/v1.1"
@@ -43,35 +43,49 @@ fast-img-gen = "fast-lightning-sdxl"
 ####################################################################################################
 
 [waterfalls]
+
+# --- Waterfalls for LLMs ---------------------------------------------------------------------
 smart_llm = [
+    "claude-4.5-opus",
     "claude-4.5-sonnet",
+    "gemini-3.0-pro",
+    "gpt-5.1",
     "claude-4.1-opus",
-    "claude-4-sonnet",
     "gemini-2.5-pro",
-    "gpt-4o",            # we're using gpt-4o here rather than gpt-5 until we'll handle reasoning parameters
-    "grok-3",
+    "claude-4-sonnet",
+    "grok-4",
 ]
 smart_llm_with_vision = [
+    "claude-4.5-opus",
     "claude-4.5-sonnet",
+    "gemini-3.0-pro",
+    "gpt-5.1",
     "claude-4.1-opus",
-    "claude-4-sonnet",
     "gemini-2.5-pro",
-    "gpt-4o",            # we use gpt-4o here rather than gpt-5 until we handle reasoning parameters
-    "grok-3",
+    "claude-4-sonnet",
+    "grok-4",
 ]
 smart_llm_for_structured = [
+    "claude-4.5-opus",
     "claude-4.5-sonnet",
+    "gemini-3.0-pro",
+    "gpt-5.1",
     "claude-4.1-opus",
     "claude-4-sonnet",
-    "gpt-4o",            # we use gpt-4o here rather than gpt-5 until we handle reasoning parameters
 ]
-llm_for_creativity = ["claude-4.1-opus", "gemini-2.5-pro", "gpt-4o"]
+llm_for_creativity = [
+    "claude-4.5-opus",
+    "claude-4.1-opus",
+    "gemini-2.5-pro",
+    "gpt-5.1",
+]
 llm_for_large_codebase = [
     "gemini-2.5-pro",
     "claude-4.5-sonnet",
-    "gpt-4o",            # we use gpt-4o here rather than gpt-5 until we handle reasoning parameters
+    "gemini-3.0-pro",
+    "gpt-5.1",
     "gemini-2.5-flash",
-    "grok-3",
+    "grok-4",
 ]
 cheap_llm = [
     "gpt-4o-mini",
@@ -93,6 +107,10 @@ cheap_llm_for_creativity = [
     "claude-4.5-haiku",
 ]
 
+# --- Waterfalls for Extracts ---------------------------------------------------------------------
+pdf_text_extractor = ["mistral-ocr", "pypdfium2-extract-text"]
+image_text_extractor = ["mistral-ocr"]
+
 ####################################################################################################
 # LLM Presets
 ####################################################################################################
@@ -119,7 +137,7 @@ llm_to_analyze_large_codebase = { model = "base-claude", temperature = 0.1 }
 # Vision skills
 llm_for_img_to_text_cheap = { model = "gpt-4o-mini", temperature = 0.1 }
 llm_for_img_to_text = { model = "base-claude", temperature = 0.1 }
-llm_for_diagram_to_text = { model = "base-claude", temperature = 0.3 }
+llm_for_diagram_to_text = { model = "best-claude", temperature = 0.3 }
 llm_for_table_to_text = { model = "base-claude", temperature = 0.3 }
 
 # Image generation prompting skills
@@ -134,7 +152,7 @@ llm_groq_vision = { model = "vision-groq", temperature = 0.3 }
 # LLM Presets — For Testing ---------------------------------------------------------------------
 
 llm_for_testing_gen_text = { model = "cheap_llm", temperature = 0.5 }
-llm_for_testing_gen_object = { model = "cheap_llm_for_structured", temperature = 0.5 }
+llm_for_testing_gen_object = { model = "cheap_llm_for_structured", temperature = 0.1 }
 llm_for_testing_vision = { model = "cheap_llm_for_vision", temperature = 0.5 }
 llm_for_testing_vision_structured = { model = "cheap_llm_for_vision", temperature = 0.5 }
 
diff --git a/.pipelex/inference/deck/demo_deck.toml b/.pipelex/inference/deck/demo_deck.toml
new file mode 100644
index 0000000..5a5932c
--- /dev/null
+++ b/.pipelex/inference/deck/demo_deck.toml
@@ -0,0 +1,4 @@
+[llm.presets]
+
+# llm_for_recruitment = { model = "gpt-4o-mini", temperature = 0.3 }
+llm_for_recruitment = { model = "qwen3-235b-a22b-instruct-2507", temperature = 0.3 }
diff --git a/.pipelex/inference/routing_profiles.toml b/.pipelex/inference/routing_profiles.toml
index 47e87ec..bf6b8a9 100644
--- a/.pipelex/inference/routing_profiles.toml
+++ b/.pipelex/inference/routing_profiles.toml
@@ -9,7 +9,7 @@
 # =========================================================================================
 
 # Which profile to use (change this to switch routing)
-active = "pipelex_first"
+active = "demo_routing"
 
 # We recommend using the "pipelex_first" profile to get a head start with all models.
 # The Pipelex Inference backend is currently not recommended for production use,
@@ -25,11 +25,37 @@ active = "pipelex_first"
 # Routing Profiles
 # =========================================================================================
 
-[profiles.pipelex_first]
+[profiles.demo_routing]
 description = "Use Pipelex Inference backend for all its supported models"
-default = "pipelex_inference"
+default = "pipelex_gateway"
+fallback_order = [
+    "pipelex_gateway",
+    "azure_openai",
+    "bedrock",
+    "blackboxai",
+    "fal",
+    "mistral",
+]
+
+[profiles.demo_routing.routes]
+# Pattern matching: "model-pattern" = "backend-name"
+"gpt-*" = "pipelex_gateway"
+"claude-*" = "pipelex_gateway"
+"grok-*" = "pipelex_gateway"
+"gemini-*" = "pipelex_gateway"
+"mistral-ocr" = "mistral"
+
+[profiles.demo_routing.optional_routes] # Each optional route is considered only if its backend is available
+"*-sdxl" = "fal"
+"flux-*" = "fal"
+"gpt-image-1" = "openai"
+
+# =========================================================================================
+[profiles.pipelex_gateway_first]
+description = "Use Pipelex Inference backend for all its supported models"
+default = "pipelex_gateway"
 fallback_order = [
-    "pipelex_inference",
+    "pipelex_gateway",
     "azure_openai",
     "bedrock",
     "blackboxai",
@@ -37,19 +63,23 @@ fallback_order = [
     "fal",
 ]
 
-[profiles.pipelex_first.routes]
+[profiles.pipelex_gateway_first.routes]
 # Pattern matching: "model-pattern" = "backend-name"
-"gpt-*" = "pipelex_inference"
-"claude-*" = "pipelex_inference"
-"grok-*" = "pipelex_inference"
-"gemini-*" = "pipelex_inference"
+"gpt-*" = "pipelex_gateway"
+"claude-*" = "pipelex_gateway"
+"grok-*" = "pipelex_gateway"
+"gemini-*" = "pipelex_gateway"
 
-[profiles.pipelex_first.optional_routes] # Each optional route is considered only if its backend is available
+[profiles.pipelex_gateway_first.optional_routes] # Each optional route is considered only if its backend is available
 "*-sdxl" = "fal"
 "flux-*" = "fal"
 "gpt-image-1" = "openai"
 "mistral-ocr" = "mistral"
 
+[profiles.all_pipelex_gateway]
+description = "Use Pipelex Gateway for all its supported models"
+default = "pipelex_gateway"
+
 [profiles.all_anthropic]
 description = "Use Anthropic backend for all its supported models"
 default = "anthropic"
@@ -74,6 +104,10 @@ default = "fal"
 description = "Use Google GenAI backend for all its supported models"
 default = "google"
 
+[profiles.all_groq]
+description = "Use groq backend for all its supported models"
+default = "groq"
+
 [profiles.all_mistral]
 description = "Use Mistral backend for all its supported models"
 default = "mistral"
@@ -86,14 +120,22 @@ default = "ollama"
 description = "Use OpenAI backend for all its supported models"
 default = "openai"
 
-[profiles.all_vertexai]
-description = "Use Vertex AI backend for all its supported models"
-default = "vertexai"
+[profiles.all_portkey]
+description = "Use Portkey backend for all its supported models"
+default = "portkey"
+
+[profiles.all_scaleway]
+description = "Use Scaleway backend for all its supported models"
+default = "scaleway"
 
 [profiles.all_xai]
 description = "Use xAI backend for all its supported models"
 default = "xai"
 
+[profiles.all_internal]
+description = "Use internal backend for all its supported models"
+default = "internal"
+
 # =========================================================================================
 # Custom Profiles
 # =========================================================================================
diff --git a/.pipelex/pipelex.toml b/.pipelex/pipelex.toml
index b6e4fc7..32b733a 100644
--- a/.pipelex/pipelex.toml
+++ b/.pipelex/pipelex.toml
@@ -44,16 +44,21 @@ excluded_dirs = [
 ]
 
 [pipelex.builder_config]
+fix_loop_max_attempts = 10
 # Uncomment to change where the generated pipelines are saved
 # default_output_dir = "."
 # default_bundle_file_name = "bundle"
 # default_directory_base_name = "pipeline"
 
 [pipelex.log_config]
-default_log_level = "INFO"
+default_log_level = "DEV"
+
+# Uncomment to log to stderr instead of stdout
+# console_log_target = "stderr"
+# console_print_target = "stderr"
 
 [pipelex.log_config.package_log_levels]
-pipelex = "INFO"
+pipelex = "DEV"
 
 [cogt]
 [cogt.model_deck_config]
@@ -62,6 +67,13 @@ pipelex = "INFO"
 # Uncomment to change the reaction to missing presets: "raise" (default), "log" or "none"
 # missing_presets_reaction = "raise"
 
+[cogt.tenacity_config]
+# Uncomment to change those values as needed
+# max_retries = 50      # Maximum number of retry attempts before giving up
+# wait_multiplier = 0.2 # Multiplier applied to the wait time between retries (in seconds)
+# wait_max = 20         # Maximum wait time between retries (in seconds)
+# wait_exp_base = 1.3   # Base for exponential backoff calculation
+
 [cogt.llm_config]
 # Uncomment any of these to enable dumping the inputs or outputs of text-genration with an LLM
 # is_dump_text_prompts_enabled = true
diff --git a/.pipelex/telemetry.toml b/.pipelex/telemetry.toml
index 8c61329..4640a40 100644
--- a/.pipelex/telemetry.toml
+++ b/.pipelex/telemetry.toml
@@ -10,7 +10,7 @@
 #
 ####################################################################################################
 
-telemetry_mode = "off"                                               # Values: "off" | "anonymous" | "identified"
+telemetry_mode = "off"                                         # Values: "off" | "anonymous" | "identified"
 host = "https://eu.i.posthog.com"
 project_api_key = "phc_HPJnNKpIXh0SxNDYyTAyUtnq9KxNNZJWQszynsWVx4Y"
 respect_dnt = true
diff --git a/cv_match_scw/bundle.plx b/cv_match_scw/bundle.plx
new file mode 100644
index 0000000..abdab35
--- /dev/null
+++ b/cv_match_scw/bundle.plx
@@ -0,0 +1,160 @@
+domain = "cv_job_matching"
+description = "Analyzing CV and job offer compatibility and generating interview questions"
+system_prompt = "None"
+main_pipe = "analyze_cv_and_generate_questions"
+
+[concept.CandidateProfile]
+description = "A structured summary of a job candidate's professional background extracted from their CV."
+
+[concept.CandidateProfile.structure]
+skills = { type = "text", description = "Technical and soft skills possessed by the candidate", required = true }
+experience = { type = "text", description = "Work history and professional experience", required = true }
+education = { type = "text", description = "Educational background and qualifications", required = true }
+achievements = { type = "text", description = "Notable accomplishments and certifications" }
+
+[concept.JobRequirements]
+description = "A structured summary of what a job position requires from candidates."
+
+[concept.JobRequirements.structure]
+required_skills = { type = "text", description = "Skills that are mandatory for the position", required = true }
+responsibilities = { type = "text", description = "Main duties and tasks of the role", required = true }
+qualifications = { type = "text", description = "Required education, certifications, or experience levels", required = true }
+nice_to_haves = { type = "text", description = "Preferred but not mandatory qualifications" }
+
+[concept.MatchAnalysis]
+description = "An evaluation of how well a candidate fits a job position."
+
+[concept.MatchAnalysis.structure]
+match_score = { type = "number", description = "Numerical score representing overall fit percentage", required = true }
+strengths = { type = "text", description = "Areas where the candidate meets or exceeds requirements", required = true }
+gaps = { type = "text", description = "Areas where the candidate falls short of requirements", required = true }
+overall_assessment = { type = "text", description = "Summary evaluation of the candidate's suitability", required = true }
+
+[concept.InterviewQuestion]
+description = "A targeted question designed to assess a candidate during an interview."
+
+[concept.InterviewQuestion.structure]
+question = { type = "text", description = "The interview question to ask the candidate", required = true }
+rationale = { type = "text", description = "Explanation of why this question is relevant", required = true }
+
+[pipe.analyze_cv_and_generate_questions]
+type = "PipeSequence"
+description = """
+Main orchestrator pipe that takes a CV and job offer in PDF format, analyzes their match, and generates 5 targeted interview questions. This is the entry point of the pipeline.
+"""
+inputs = { cv_pdf = "PDF", job_offer_pdf = "PDF" }
+output = "InterviewQuestion[5]"
+steps = [
+    { pipe = "extract_documents_parallel", result = "extracted_pages" },
+    { pipe = "analyze_cv", result = "candidate_profile" },
+    { pipe = "analyze_job_requirements", result = "job_requirements" },
+    { pipe = "analyze_match", result = "match_analysis" },
+    { pipe = "generate_interview_questions", result = "interview_questions" },
+]
+
+[pipe.extract_documents_parallel]
+type = "PipeParallel"
+description = "Extracts text content from both CV and job offer PDFs concurrently"
+inputs = { cv_pdf = "PDF", job_offer_pdf = "PDF" }
+output = "Page[]"
+parallels = [
+    { pipe = "extract_cv", result = "cv_pages" },
+    { pipe = "extract_job_offer", result = "job_offer_pages" },
+]
+add_each_output = true
+
+[pipe.extract_cv]
+type = "PipeExtract"
+description = "Extracts text content from the CV PDF document"
+inputs = { cv_pdf = "PDF" }
+output = "Page[]"
+model = "pdf_text_extractor"
+
+[pipe.extract_job_offer]
+type = "PipeExtract"
+description = "Extracts text content from the job offer PDF document"
+inputs = { job_offer_pdf = "PDF" }
+output = "Page[]"
+model = "pdf_text_extractor"
+
+[pipe.analyze_cv]
+type = "PipeLLM"
+description = """
+Parses and summarizes the candidate's professional profile from the extracted CV content, identifying skills, experience, education, and achievements
+"""
+inputs = { cv_pages = "Page" }
+output = "CandidateProfile"
+model = "llm_for_recruitment"
+system_prompt = """
+You are an expert HR analyst specializing in parsing and summarizing candidate CVs. Your task is to extract and structure the candidate's professional profile into a structured format.
+"""
+prompt = """
+Analyze the following CV content and extract the candidate's professional profile.
+
+@cv_pages
+"""
+
+[pipe.analyze_job_requirements]
+type = "PipeLLM"
+description = """
+Parses and summarizes the job requirements from the extracted job offer content, identifying required skills, responsibilities, qualifications, and nice-to-haves
+"""
+inputs = { job_offer_pages = "Page" }
+output = "JobRequirements"
+model = "llm_for_recruitment"
+system_prompt = """
+You are an expert HR analyst specializing in parsing job descriptions. Your task is to extract and summarize job requirements into a structured format.
+"""
+prompt = """
+Analyze the following job offer content and extract the key requirements for the position.
+
+@job_offer_pages
+"""
+
+[pipe.analyze_match]
+type = "PipeLLM"
+description = """
+Evaluates how well the candidate matches the job requirements, calculating a match score and identifying strengths and gaps
+"""
+inputs = { candidate_profile = "CandidateProfile", job_requirements = "JobRequirements" }
+output = "MatchAnalysis"
+model = "llm_for_recruitment"
+system_prompt = """
+You are an expert HR analyst specializing in candidate-job fit evaluation. Your task is to produce a structured match analysis comparing a candidate's profile against job requirements.
+"""
+prompt = """
+Analyze how well the candidate matches the job requirements. Evaluate their fit by comparing their skills, experience, and qualifications against what the position demands.
+
+@candidate_profile
+
+@job_requirements
+
+Provide a comprehensive match analysis including a numerical score, identified strengths, gaps, and an overall assessment.
+"""
+
+[pipe.generate_interview_questions]
+type = "PipeLLM"
+description = """
+Creates 5 targeted interview questions based on the candidate's profile, job requirements, and identified gaps to assess fit during the interview
+"""
+inputs = { candidate_profile = "CandidateProfile", job_requirements = "JobRequirements", match_analysis = "MatchAnalysis" }
+output = "InterviewQuestion[5]"
+model = "llm_for_recruitment"
+system_prompt = """
+You are an expert HR interviewer and talent assessor. Your task is to generate structured interview questions that will help evaluate a candidate's fit for a specific role. Each question should be targeted and purposeful, designed to probe areas of strength or address potential gaps identified in the match analysis.
+"""
+prompt = """
+Based on the following candidate profile, job requirements, and match analysis, generate 5 targeted interview questions to assess the candidate's fit for the role.
+
+@candidate_profile
+
+@job_requirements
+
+@match_analysis
+
+Create questions that:
+- Probe the candidate's strengths to confirm their capabilities
+- Address identified gaps to understand if they can be overcome
+- Assess cultural and role fit
+- Evaluate relevant experience and skills
+"""
diff --git a/cv_match_scw/bundle_view.html b/cv_match_scw/bundle_view.html
new file mode 100644
index 0000000..cd76b22
--- /dev/null
+++ b/cv_match_scw/bundle_view.html
@@ -0,0 +1,327 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="UTF-8">
+<style>
+.r1 {font-weight: bold}
+.r2 {color: #d0b344; text-decoration-color: #d0b344; font-weight: bold}
+.r3 {color: #d0b344; text-decoration-color: #d0b344; font-style: italic}
+.r4 {color: #cc555a; text-decoration-color: #cc555a}
+.r5 {color: #626463; text-decoration-color: #626463}
+.r6 {color: #98a84b; text-decoration-color: #98a84b; font-weight: bold}
+.r7 {color: #98a84b; text-decoration-color: #98a84b}
+.r8 {color: #c5c8c6; text-decoration-color: #c5c8c6}
+.r9 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-weight: bold}
+.r10 {color: #608ab1; text-decoration-color: #608ab1}
+.r11 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-style: italic}
+.r12 {color: #cc555a; text-decoration-color: #cc555a; font-weight: bold}
+.r13 {color: #98729f; text-decoration-color: #98729f; font-weight: bold}
+.r14 {color: #68a0b3; text-decoration-color: #68a0b3}
+body {
+    color: #c5c8c6;
+    background-color: #000000;
+}
+</style>
+</head>
+<body>
+    <pre style="font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace"><code style="font-family:inherit"><span class="r1">Domain: </span><span class="r2">cv_job_matching</span>
+
+Description: <span class="r3">Analyzing CV and job offer compatibility and generating interview questions</span>
+
+Main Pipe: <span class="r4">analyze_cv_and_generate_questions</span>
+
+<span class="r5">System Prompt: None</span>
+
+
+
+<span class="r6">                                              Concepts                                              </span>
+<span class="r7">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r9">Concept: </span><span class="r6">CandidateProfile</span><span class="r9">                                                                       </span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8">                                                                                                  </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> Description: </span><span class="r3">A structured summary of a job candidate&#x27;s professional background extracted from </span><span class="r8">   </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r3">their CV.</span><span class="r8">                                                                                        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8">                                                                                                  </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r8">Structure:                                                                               </span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┃ Field        ┃ Description                                          ┃ Type ┃ Required ┃</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> skills       </span><span class="r5">│</span><span class="r11"> Technical and soft skills possessed by the candidate </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├──────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> experience   </span><span class="r5">│</span><span class="r11"> Work history and professional experience             </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├──────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> education    </span><span class="r5">│</span><span class="r11"> Educational background and qualifications            </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├──────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> achievements </span><span class="r5">│</span><span class="r11"> Notable accomplishments and certifications           </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> No       </span><span class="r5">│</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">└──────────────┴──────────────────────────────────────────────────────┴──────┴──────────┘</span><span class="r8">        </span><span class="r7">│</span>
+<span class="r7">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r9">Concept: </span><span class="r6">JobRequirements</span><span class="r9">                                                                        </span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8">                                                                                                  </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> Description: </span><span class="r3">A structured summary of what a job position requires from candidates.</span><span class="r8">               </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8">                                                                                                  </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r8">Structure:                                                                                      </span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┏━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┃ Field            ┃ Description                                             ┃ Type ┃ Required ┃</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> required_skills  </span><span class="r5">│</span><span class="r11"> Skills that are mandatory for the position              </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├──────────────────┼─────────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> responsibilities </span><span class="r5">│</span><span class="r11"> Main duties and tasks of the role                       </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├──────────────────┼─────────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> qualifications   </span><span class="r5">│</span><span class="r11"> Required education, certifications, or experience       </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10">                  </span><span class="r5">│</span><span class="r11"> levels                                                  </span><span class="r5">│</span><span class="r8">      </span><span class="r5">│</span><span class="r8">          </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├──────────────────┼─────────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> nice_to_haves    </span><span class="r5">│</span><span class="r11"> Preferred but not mandatory qualifications              </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> No       </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">└──────────────────┴─────────────────────────────────────────────────────────┴──────┴──────────┘</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r9">Concept: </span><span class="r6">MatchAnalysis</span><span class="r9">                                                                          </span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8">                                                                                                  </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> Description: </span><span class="r3">An evaluation of how well a candidate fits a job position.</span><span class="r8">                          </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8">                                                                                                  </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r8">Structure:                                                                                      </span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━┓</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┃ Field              ┃ Description                                         ┃ Type   ┃ Required ┃</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━┩</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> match_score        </span><span class="r5">│</span><span class="r11"> Numerical score representing overall fit percentage </span><span class="r5">│</span><span class="r8"> number </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├────────────────────┼─────────────────────────────────────────────────────┼────────┼──────────┤</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> strengths          </span><span class="r5">│</span><span class="r11"> Areas where the candidate meets or exceeds          </span><span class="r5">│</span><span class="r8"> text   </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10">                    </span><span class="r5">│</span><span class="r11"> requirements                                        </span><span class="r5">│</span><span class="r8">        </span><span class="r5">│</span><span class="r8">          </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├────────────────────┼─────────────────────────────────────────────────────┼────────┼──────────┤</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> gaps               </span><span class="r5">│</span><span class="r11"> Areas where the candidate falls short of            </span><span class="r5">│</span><span class="r8"> text   </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10">                    </span><span class="r5">│</span><span class="r11"> requirements                                        </span><span class="r5">│</span><span class="r8">        </span><span class="r5">│</span><span class="r8">          </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├────────────────────┼─────────────────────────────────────────────────────┼────────┼──────────┤</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> overall_assessment </span><span class="r5">│</span><span class="r11"> Summary evaluation of the candidate&#x27;s suitability   </span><span class="r5">│</span><span class="r8"> text   </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">└────────────────────┴─────────────────────────────────────────────────────┴────────┴──────────┘</span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r9">Concept: </span><span class="r6">InterviewQuestion</span><span class="r9">                                                                      </span><span class="r8"> </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8">                                                                                                  </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> Description: </span><span class="r3">A targeted question designed to assess a candidate during an interview.</span><span class="r8">             </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8">                                                                                                  </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r8">Structure:                                                                    </span><span class="r8">                   </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r8">                   </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┃ Field     ┃ Description                                  ┃ Type ┃ Required ┃</span><span class="r8">                   </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r8">                   </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> question  </span><span class="r5">│</span><span class="r11"> The interview question to ask the candidate  </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8">                   </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">├───────────┼──────────────────────────────────────────────┼──────┼──────────┤</span><span class="r8">                   </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">│</span><span class="r10"> rationale </span><span class="r5">│</span><span class="r11"> Explanation of why this question is relevant </span><span class="r5">│</span><span class="r8"> text </span><span class="r5">│</span><span class="r8"> Yes      </span><span class="r5">│</span><span class="r8">                   </span><span class="r7">│</span>
+<span class="r7">│</span><span class="r8"> </span><span class="r5">└───────────┴──────────────────────────────────────────────┴──────┴──────────┘</span><span class="r8">                   </span><span class="r7">│</span>
+<span class="r7">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
+
+
+<span class="r12">                                               Pipes                                                </span>
+<span class="r4">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
+<span class="r4">│</span><span class="r8"> Pipe: </span><span class="r12">analyze_cv_and_generate_questions</span><span class="r8">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Type: </span><span class="r13">PipeSequence</span><span class="r8"> (PipeController)                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Description: </span><span class="r3">Main orchestrator pipe that takes a CV and job offer in PDF format, analyzes their </span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r3">match, and generates 5 targeted interview questions. This is the entry point of the pipeline.</span><span class="r8">    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r8">Inputs:                </span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┌───────────────┬─────┐</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> cv_pdf        </span><span class="r5">│</span><span class="r6"> PDF </span><span class="r5">│</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├───────────────┼─────┤</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> job_offer_pdf </span><span class="r5">│</span><span class="r6"> PDF </span><span class="r5">│</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">└───────────────┴─────┘</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Output: </span><span class="r6">InterviewQuestion[5]</span><span class="r8">                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r8">Sequence Steps:                                              </span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┏━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┓</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┃ Step ┃ Pipe                         ┃ Result name         ┃</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┡━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━┩</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│    1 │</span><span class="r4"> extract_documents_parallel   </span><span class="r5">│</span><span class="r14"> extracted_pages     </span><span class="r5">│</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├──────┼──────────────────────────────┼─────────────────────┤</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│    2 │</span><span class="r4"> analyze_cv                   </span><span class="r5">│</span><span class="r14"> candidate_profile   </span><span class="r5">│</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├──────┼──────────────────────────────┼─────────────────────┤</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│    3 │</span><span class="r4"> analyze_job_requirements     </span><span class="r5">│</span><span class="r14"> job_requirements    </span><span class="r5">│</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├──────┼──────────────────────────────┼─────────────────────┤</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│    4 │</span><span class="r4"> analyze_match                </span><span class="r5">│</span><span class="r14"> match_analysis      </span><span class="r5">│</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├──────┼──────────────────────────────┼─────────────────────┤</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│    5 │</span><span class="r4"> generate_interview_questions </span><span class="r5">│</span><span class="r14"> interview_questions </span><span class="r5">│</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">└──────┴──────────────────────────────┴─────────────────────┘</span><span class="r8">                                    </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r8"> Pipe: </span><span class="r12">extract_documents_parallel</span><span class="r8">                                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Type: </span><span class="r13">PipeParallel</span><span class="r8"> (PipeController)                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Description: </span><span class="r3">Extracts text content from both CV and job offer PDFs concurrently</span><span class="r8">                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r8">Inputs:                </span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┌───────────────┬─────┐</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> cv_pdf        </span><span class="r5">│</span><span class="r6"> PDF </span><span class="r5">│</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├───────────────┼─────┤</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> job_offer_pdf </span><span class="r5">│</span><span class="r6"> PDF </span><span class="r5">│</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">└───────────────┴─────┘</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Output: </span><span class="r6">Page[]</span><span class="r8">                                                                                   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Add Each Output: </span><span class="r2">True</span><span class="r8">                                                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r8">Parallel Branches:                              </span><span class="r8">                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┏━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓</span><span class="r8">                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┃ Branch ┃ Pipe              ┃ Result name     ┃</span><span class="r8">                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┡━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩</span><span class="r8">                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│      1 │</span><span class="r4"> extract_cv        </span><span class="r5">│</span><span class="r14"> cv_pages        </span><span class="r5">│</span><span class="r8">                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├────────┼───────────────────┼─────────────────┤</span><span class="r8">                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│      2 │</span><span class="r4"> extract_job_offer </span><span class="r5">│</span><span class="r14"> job_offer_pages </span><span class="r5">│</span><span class="r8">                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">└────────┴───────────────────┴─────────────────┘</span><span class="r8">                                                 </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r8"> Pipe: </span><span class="r12">extract_cv</span><span class="r8">                                                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Type: </span><span class="r13">PipeExtract</span><span class="r8"> (PipeOperator)                                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Description: </span><span class="r3">Extracts text content from the CV PDF document</span><span class="r8">                                      </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Input: </span><span class="r14">cv_pdf</span><span class="r8"> (</span><span class="r6">PDF</span><span class="r8">)                                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Output: </span><span class="r6">Page[]</span><span class="r8">                                                                                   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Extract Skill: </span><span class="r2">extract_text_from_pdf</span><span class="r8">                                                             </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r8"> Pipe: </span><span class="r12">extract_job_offer</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Type: </span><span class="r13">PipeExtract</span><span class="r8"> (PipeOperator)                                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Description: </span><span class="r3">Extracts text content from the job offer PDF document</span><span class="r8">                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Input: </span><span class="r14">job_offer_pdf</span><span class="r8"> (</span><span class="r6">PDF</span><span class="r8">)                                                                       </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Output: </span><span class="r6">Page[]</span><span class="r8">                                                                                   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Extract Skill: </span><span class="r2">extract_text_from_pdf</span><span class="r8">                                                             </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r8"> Pipe: </span><span class="r12">analyze_cv</span><span class="r8">                                                                                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Type: </span><span class="r13">PipeLLM</span><span class="r8"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Description: </span><span class="r3">Parses and summarizes the candidate&#x27;s professional profile from the extracted CV </span><span class="r8">   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r3">content, identifying skills, experience, education, and achievements</span><span class="r8">                             </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Input: </span><span class="r14">cv_pages</span><span class="r8"> (</span><span class="r6">Page</span><span class="r8">)                                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Output: </span><span class="r6">CandidateProfile</span><span class="r8">                                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> LLM Skill: </span><span class="r2">llm_to_answer_questions</span><span class="r8">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> You are an expert HR analyst specializing in parsing and summarizing candidate CVs. Your     </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> task is to extract and structure the candidate&#x27;s professional profile into a structured      </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> format.                                                                                      </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> Analyze the following CV content and extract the candidate&#x27;s professional profile.           </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> @cv_pages                                                                                    </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r8"> Pipe: </span><span class="r12">analyze_job_requirements</span><span class="r8">                                                                   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Type: </span><span class="r13">PipeLLM</span><span class="r8"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Description: </span><span class="r3">Parses and summarizes the job requirements from the extracted job offer content, </span><span class="r8">   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r3">identifying required skills, responsibilities, qualifications, and nice-to-haves</span><span class="r8">                 </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Input: </span><span class="r14">job_offer_pages</span><span class="r8"> (</span><span class="r6">Page</span><span class="r8">)                                                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Output: </span><span class="r6">JobRequirements</span><span class="r8">                                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> LLM Skill: </span><span class="r2">llm_to_answer_questions_cheap</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> You are an expert HR analyst specializing in parsing job descriptions. Your task is to       </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> extract and summarize job requirements into a structured format.                             </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> Analyze the following job offer content and extract the key requirements for the position.   </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> @job_offer_pages                                                                             </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r8"> Pipe: </span><span class="r12">analyze_match</span><span class="r8">                                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Type: </span><span class="r13">PipeLLM</span><span class="r8"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Description: </span><span class="r3">Evaluates how well the candidate matches the job requirements, calculating a match </span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r3">score and identifying strengths and gaps</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r8">Inputs:                                 </span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┌───────────────────┬──────────────────┐</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> candidate_profile </span><span class="r5">│</span><span class="r6"> CandidateProfile </span><span class="r5">│</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├───────────────────┼──────────────────┤</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> job_requirements  </span><span class="r5">│</span><span class="r6"> JobRequirements  </span><span class="r5">│</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">└───────────────────┴──────────────────┘</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Output: </span><span class="r6">MatchAnalysis</span><span class="r8">                                                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> LLM Skill: </span><span class="r2">llm_to_answer_questions</span><span class="r8">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> You are an expert HR analyst specializing in candidate-job fit evaluation. Your task is to   </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> produce a structured match analysis comparing a candidate&#x27;s profile against job              </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> requirements.                                                                                </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> Analyze how well the candidate matches the job requirements. Evaluate their fit by comparing </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> their skills, experience, and qualifications against what the position demands.              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> @candidate_profile                                                                           </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> @job_requirements                                                                            </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> Provide a comprehensive match analysis including a numerical score, identified strengths,    </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> gaps, and an overall assessment.                                                             </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r8"> Pipe: </span><span class="r12">generate_interview_questions</span><span class="r8">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Type: </span><span class="r13">PipeLLM</span><span class="r8"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Description: </span><span class="r3">Creates 5 targeted interview questions based on the candidate&#x27;s profile, job </span><span class="r8">       </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r3">requirements, and identified gaps to assess fit during the interview</span><span class="r8">                             </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r8">Inputs:                                 </span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">┌───────────────────┬──────────────────┐</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> candidate_profile </span><span class="r5">│</span><span class="r6"> CandidateProfile </span><span class="r5">│</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├───────────────────┼──────────────────┤</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> job_requirements  </span><span class="r5">│</span><span class="r6"> JobRequirements  </span><span class="r5">│</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">├───────────────────┼──────────────────┤</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">│</span><span class="r14"> match_analysis    </span><span class="r5">│</span><span class="r6"> MatchAnalysis    </span><span class="r5">│</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r5">└───────────────────┴──────────────────┘</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> Output: </span><span class="r6">InterviewQuestion[5]</span><span class="r8">                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> LLM Skill: </span><span class="r2">llm_to_answer_questions</span><span class="r8">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> You are an expert HR interviewer and talent assessor. Your task is to generate structured    </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> interview questions that will help evaluate a candidate&#x27;s fit for a specific role. Each      </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> question should be targeted and purposeful, designed to probe areas of strength or address   </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> potential gaps identified in the match analysis.                                             </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> Based on the following candidate profile, job requirements, and match analysis, generate 5   </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> targeted interview questions to assess the candidate&#x27;s fit for the role.                     </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> @candidate_profile                                                                           </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> @job_requirements                                                                            </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> @match_analysis                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8">                                                                                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> Create questions that:                                                                       </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> - Probe the candidate&#x27;s strengths to confirm their capabilities                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> - Address identified gaps to understand if they can be overcome                              </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> - Assess cultural and role fit                                                               </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">│</span><span class="r8"> - Evaluate relevant experience and skills                                                    </span><span class="r7">│</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> </span><span class="r7">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r8"> </span><span class="r4">│</span>
+<span class="r4">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
+</code></pre>
+</body>
+</html>
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new file mode 100644
index 0000000..6431772
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+</text>
+    </g>
+    </g>
+</svg>
diff --git a/cv_match_scw/inputs.json b/cv_match_scw/inputs.json
new file mode 100644
index 0000000..fba7d11
--- /dev/null
+++ b/cv_match_scw/inputs.json
@@ -0,0 +1,14 @@
+{
+  "cv_pdf": {
+    "concept": "native.PDF",
+    "content": {
+      "url": "https://pipelex-web.s3.amazonaws.com/demo/John-Doe-CV.pdf"
+    }
+  },
+  "job_offer_pdf": {
+    "concept": "native.PDF",
+    "content": {
+      "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+    }
+  }
+}
\ No newline at end of file
diff --git a/cv_match_scw/run_analyze_cv_and_generate_questions.py b/cv_match_scw/run_analyze_cv_and_generate_questions.py
new file mode 100644
index 0000000..78eb685
--- /dev/null
+++ b/cv_match_scw/run_analyze_cv_and_generate_questions.py
@@ -0,0 +1,23 @@
+import asyncio
+
+from pipelex.core.stuffs.pdf_content import PDFContent
+from pipelex.pipelex import Pipelex
+from pipelex.pipeline.execute import execute_pipeline
+
+
+async def run_analyze_cv_and_generate_questions():
+    return await execute_pipeline(
+        pipe_code="analyze_cv_and_generate_questions",
+        inputs={
+            "cv_pdf": PDFContent(url="cv_pdf_url"),
+            "job_offer_pdf": PDFContent(url="job_offer_pdf_url"),
+        },
+    )
+
+
+if __name__ == "__main__":
+    # Initialize Pipelex
+    Pipelex.make()
+
+    # Run the pipeline
+    result = asyncio.run(run_analyze_cv_and_generate_questions())
diff --git a/pyproject.toml b/pyproject.toml
index 1cfd5d7..8f0b0d2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,6 +19,9 @@ dependencies = [
     "pipelex[mistralai,anthropic,google,google-genai,bedrock,fal]==0.17.3",
 ]
 
+[tool.uv.sources]
+pipelex = { path = "../pipelex", editable = true }
+
 [tool.setuptools]
 packages = ["my_project"]
 include-package-data = true
diff --git a/uv.lock b/uv.lock
index f5923b6..0b22332 100644
--- a/uv.lock
+++ b/uv.lock
@@ -343,6 +343,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/68/b6/f624f5143bc5f7a66b79fc40e67b30b9584471a6143062af420bc83ae887/botocore_stubs-1.41.6-py3-none-any.whl", hash = "sha256:859e4147b5b14dc5eb64fc84fa02424839354368a0fea41da52c7a1d06427e37", size = 66748, upload-time = "2025-12-01T04:14:12.833Z" },
 ]
 
+[[package]]
+name = "cached-property"
+version = "2.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/76/4b/3d870836119dbe9a5e3c9a61af8cc1a8b69d75aea564572e385882d5aefb/cached_property-2.0.1.tar.gz", hash = "sha256:484d617105e3ee0e4f1f58725e72a8ef9e93deee462222dbd51cd91230897641", size = 10574, upload-time = "2024-10-25T15:43:55.667Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/11/0e/7d8225aab3bc1a0f5811f8e1b557aa034ac04bdf641925b30d3caf586b28/cached_property-2.0.1-py3-none-any.whl", hash = "sha256:f617d70ab1100b7bcf6e42228f9ddcb78c676ffa167278d9f730d1c2fba69ccb", size = 7428, upload-time = "2024-10-25T15:43:54.711Z" },
+]
+
 [[package]]
 name = "cachetools"
 version = "6.2.2"
@@ -1377,7 +1386,7 @@ dev = [
 requires-dist = [
     { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
-    { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], specifier = "==0.17.3" },
+    { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], editable = "../pipelex" },
     { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
@@ -1776,7 +1785,7 @@ wheels = [
 [[package]]
 name = "pipelex"
 version = "0.17.3"
-source = { registry = "https://pypi.org/simple" }
+source = { editable = "../pipelex" }
 dependencies = [
     { name = "aiofiles" },
     { name = "backports-strenum", marker = "python_full_version < '3.11'" },
@@ -1792,6 +1801,7 @@ dependencies = [
     { name = "openai" },
     { name = "pillow" },
     { name = "polyfactory" },
+    { name = "portkey-ai" },
     { name = "posthog" },
     { name = "pydantic" },
     { name = "pypdfium2" },
@@ -1805,10 +1815,6 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "yattag" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/33/69/98c518fc203b3096bf163124d3eeae8b15f8608c28e4292b977bef99bbc1/pipelex-0.17.3.tar.gz", hash = "sha256:9be425de4faee01d1039f8e97c55a2beb66e91b005be13323709f5843b917d64", size = 368295, upload-time = "2025-12-01T13:45:52.849Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/4c/82/1ad4436608bd1c33077d9d0905a0d93640b9c47b310f1c19ae0f96c18224/pipelex-0.17.3-py3-none-any.whl", hash = "sha256:5dda80b9adcfd13433992e2dfd96f484c6339e14511388cb66adf5e22c28cafa", size = 567412, upload-time = "2025-12-01T13:45:51.07Z" },
-]
 
 [package.optional-dependencies]
 anthropic = [
@@ -1832,6 +1838,65 @@ mistralai = [
     { name = "mistralai" },
 ]
 
+[package.metadata]
+requires-dist = [
+    { name = "aioboto3", marker = "extra == 'bedrock'", specifier = ">=13.4.0" },
+    { name = "aiofiles", specifier = ">=23.2.1" },
+    { name = "anthropic", marker = "extra == 'anthropic'", specifier = ">=0.60.0" },
+    { name = "backports-strenum", marker = "python_full_version < '3.11'", specifier = ">=1.3.0" },
+    { name = "boto3", marker = "extra == 'bedrock'", specifier = ">=1.34.131" },
+    { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
+    { name = "fal-client", marker = "extra == 'fal'", specifier = ">=0.4.1" },
+    { name = "filetype", specifier = ">=1.2.0" },
+    { name = "google-auth-oauthlib", marker = "extra == 'google'", specifier = ">=1.2.1" },
+    { name = "google-genai", marker = "extra == 'google-genai'" },
+    { name = "httpx", specifier = ">=0.23.0,<1.0.0" },
+    { name = "instructor", specifier = ">=1.8.3,!=1.11.*,!=1.12.*" },
+    { name = "instructor", extras = ["google-genai"], marker = "extra == 'google-genai'" },
+    { name = "jinja2", specifier = ">=3.1.4" },
+    { name = "json2html", specifier = ">=1.3.0" },
+    { name = "kajson", specifier = "==0.3.1" },
+    { name = "markdown", specifier = ">=3.6" },
+    { name = "mistralai", marker = "extra == 'mistralai'", specifier = "==1.5.2" },
+    { name = "mkdocs", marker = "extra == 'docs'", specifier = "==1.6.1" },
+    { name = "mkdocs-glightbox", marker = "extra == 'docs'", specifier = "==0.4.0" },
+    { name = "mkdocs-material", marker = "extra == 'docs'", specifier = "==9.6.14" },
+    { name = "mkdocs-meta-manager", marker = "extra == 'docs'", specifier = "==1.1.0" },
+    { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
+    { name = "networkx", specifier = ">=3.4.2" },
+    { name = "openai", specifier = ">=1.108.1" },
+    { name = "pillow", specifier = ">=11.2.1" },
+    { name = "polyfactory", specifier = ">=2.21.0" },
+    { name = "portkey-ai", specifier = ">=2.1.0" },
+    { name = "posthog", specifier = ">=6.7.0" },
+    { name = "pydantic", specifier = ">=2.10.6,<3.0.0" },
+    { name = "pylint", marker = "extra == 'dev'", specifier = ">=3.3.8" },
+    { name = "pypdfium2", specifier = ">=4.30.0,!=4.30.1" },
+    { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
+    { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
+    { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
+    { name = "pytest-cov", marker = "extra == 'dev'", specifier = ">=6.1.1" },
+    { name = "pytest-mock", marker = "extra == 'dev'", specifier = ">=3.14.0" },
+    { name = "pytest-sugar", marker = "extra == 'dev'", specifier = ">=1.0.0" },
+    { name = "pytest-xdist", marker = "extra == 'dev'", specifier = ">=3.6.1" },
+    { name = "python-dotenv", specifier = ">=1.0.1" },
+    { name = "pyyaml", specifier = ">=6.0.2" },
+    { name = "rich", specifier = ">=13.8.1" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.6.8" },
+    { name = "shortuuid", specifier = ">=1.0.13" },
+    { name = "tomli", specifier = ">=2.3.0" },
+    { name = "tomlkit", specifier = ">=0.13.2" },
+    { name = "typer", specifier = ">=0.16.0" },
+    { name = "types-aioboto3", extras = ["bedrock", "bedrock-runtime"], marker = "extra == 'dev'", specifier = ">=13.4.0" },
+    { name = "types-aiofiles", marker = "extra == 'dev'", specifier = ">=24.1.0.20240626" },
+    { name = "types-markdown", marker = "extra == 'dev'", specifier = ">=3.6.0.20240316" },
+    { name = "types-networkx", marker = "extra == 'dev'", specifier = ">=3.3.0.20241020" },
+    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = ">=6.0.12.20250326" },
+    { name = "typing-extensions", specifier = ">=4.13.2" },
+    { name = "yattag", specifier = ">=1.15.2" },
+]
+provides-extras = ["anthropic", "bedrock", "fal", "google", "google-genai", "mistralai", "docs", "dev"]
+
 [[package]]
 name = "platformdirs"
 version = "4.5.0"
@@ -1863,6 +1928,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/94/7c/535646d75a1c510065169ea65693613c7a6bc64491bea13e7dad4f028ff3/polyfactory-3.1.0-py3-none-any.whl", hash = "sha256:78171232342c25906d542513c9f00ebf41eadec2c67b498490a577024dd7e867", size = 61836, upload-time = "2025-11-25T08:10:14.893Z" },
 ]
 
+[[package]]
+name = "portkey-ai"
+version = "2.1.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "cached-property" },
+    { name = "distro" },
+    { name = "httpx" },
+    { name = "jiter" },
+    { name = "pydantic" },
+    { name = "sniffio" },
+    { name = "tqdm" },
+    { name = "types-requests" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d4/8a/f5bbaab806ad61d9959cb7c88c639200feacac1b2ba7b455b97a2f216e7c/portkey_ai-2.1.0.tar.gz", hash = "sha256:c2558041c568eef8528737978089301cb9be056f166a683251831cbfa6a623cb", size = 567417, upload-time = "2025-11-25T20:32:43.102Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b7/11/c585b90ac842027e5f4f7f7cee72d3197f58ff24b6d7c5f1243aa8fa96be/portkey_ai-2.1.0-py3-none-any.whl", hash = "sha256:2166033f8e198745947fee5321d0bbcfb005afc35468bd5a948fa83dc16b6767", size = 1181622, upload-time = "2025-11-25T20:32:41.185Z" },
+]
+
 [[package]]
 name = "posthog"
 version = "7.0.1"
@@ -2705,6 +2791,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/bd/e0/1eed384f02555dde685fff1a1ac805c1c7dcb6dd019c916fe659b1c1f9ec/types_pyyaml-6.0.12.20250915-py3-none-any.whl", hash = "sha256:e7d4d9e064e89a3b3cae120b4990cd370874d2bf12fa5f46c97018dd5d3c9ab6", size = 20338, upload-time = "2025-09-15T03:00:59.218Z" },
 ]
 
+[[package]]
+name = "types-requests"
+version = "2.32.4.20250913"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/36/27/489922f4505975b11de2b5ad07b4fe1dca0bca9be81a703f26c5f3acfce5/types_requests-2.32.4.20250913.tar.gz", hash = "sha256:abd6d4f9ce3a9383f269775a9835a4c24e5cd6b9f647d64f88aa4613c33def5d", size = 23113, upload-time = "2025-09-13T02:40:02.309Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2a/20/9a227ea57c1285986c4cf78400d0a91615d25b24e257fd9e2969606bdfae/types_requests-2.32.4.20250913-py3-none-any.whl", hash = "sha256:78c9c1fffebbe0fa487a418e0fa5252017e9c60d1a2da394077f1780f655d7e1", size = 20658, upload-time = "2025-09-13T02:40:01.115Z" },
+]
+
 [[package]]
 name = "types-s3transfer"
 version = "0.15.0"

From 1060d0da13282de802c4be326efeda2b881424db Mon Sep 17 00:00:00 2001
From: Louis Choquel <louis@pipelex.com>
Date: Thu, 4 Dec 2025 15:18:30 +0100
Subject: [PATCH 05/22] Multi-CV demo

---
 .pipelex/inference/backends.toml              |   14 +-
 cv_match_scw/bundle.plx                       |  114 +-
 cv_match_scw/inputs.json                      |    9 +-
 .../run_analyze_cv_and_generate_questions.py  |   27 +-
 data/CVs/CV-01.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-02.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-03.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-04.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-05.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-06.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-07.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-08.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-09.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-10.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-11.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-12.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-13.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-14.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-15.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-16.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-17.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-18.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-19.pdf                            |  Bin 0 -> 53980 bytes
 data/CVs/CV-20.pdf                            |  Bin 0 -> 53980 bytes
 data/OneCV/CV-01.pdf                          |  Bin 0 -> 53980 bytes
 pipeline_01/bundle.plx                        |  158 +++
 pipeline_01/bundle_view.html                  |  321 +++++
 pipeline_01/bundle_view.svg                   | 1234 +++++++++++++++++
 pipeline_01/inputs.json                       |   10 +
 pipeline_01/run_create_startup_mascot.py      |   28 +
 30 files changed, 1823 insertions(+), 92 deletions(-)
 create mode 100644 data/CVs/CV-01.pdf
 create mode 100644 data/CVs/CV-02.pdf
 create mode 100644 data/CVs/CV-03.pdf
 create mode 100644 data/CVs/CV-04.pdf
 create mode 100644 data/CVs/CV-05.pdf
 create mode 100644 data/CVs/CV-06.pdf
 create mode 100644 data/CVs/CV-07.pdf
 create mode 100644 data/CVs/CV-08.pdf
 create mode 100644 data/CVs/CV-09.pdf
 create mode 100644 data/CVs/CV-10.pdf
 create mode 100644 data/CVs/CV-11.pdf
 create mode 100644 data/CVs/CV-12.pdf
 create mode 100644 data/CVs/CV-13.pdf
 create mode 100644 data/CVs/CV-14.pdf
 create mode 100644 data/CVs/CV-15.pdf
 create mode 100644 data/CVs/CV-16.pdf
 create mode 100644 data/CVs/CV-17.pdf
 create mode 100644 data/CVs/CV-18.pdf
 create mode 100644 data/CVs/CV-19.pdf
 create mode 100644 data/CVs/CV-20.pdf
 create mode 100644 data/OneCV/CV-01.pdf
 create mode 100644 pipeline_01/bundle.plx
 create mode 100644 pipeline_01/bundle_view.html
 create mode 100644 pipeline_01/bundle_view.svg
 create mode 100644 pipeline_01/inputs.json
 create mode 100644 pipeline_01/run_create_startup_mascot.py

diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
index e163fb2..5e5647b 100644
--- a/.pipelex/inference/backends.toml
+++ b/.pipelex/inference/backends.toml
@@ -34,23 +34,23 @@ aws_region = "${AWS_REGION}"
 
 [blackboxai]
 display_name = "BlackBox AI"
-enabled = false
+enabled = true
 endpoint = "https://api.blackbox.ai/v1"
 api_key = "${BLACKBOX_API_KEY}"
 
 [fal]
 display_name = "FAL"
-enabled = false
+enabled = true
 api_key = "${FAL_API_KEY}"
 
 [google]
 display_name = "Google AI"
-enabled = false
+enabled = true
 api_key = "${GOOGLE_API_KEY}"
 
 [groq]
 display_name = "Groq"
-enabled = false
+enabled = true
 endpoint = "https://api.groq.com/openai/v1"
 api_key = "${GROQ_API_KEY}"
 
@@ -60,12 +60,12 @@ enabled = true
 api_key = "${MISTRAL_API_KEY}"
 
 [ollama]
-enabled = false
+enabled = true
 endpoint = "http://localhost:11434/v1"
 
 [openai]
 display_name = "OpenAI"
-enabled = false
+enabled = true
 api_key = "${OPENAI_API_KEY}"
 
 [portkey]
@@ -89,7 +89,7 @@ gcp_credentials_file_path = "${GCP_CREDENTIALS_FILE_PATH}"
 
 [xai]
 display_name = "xAI"
-enabled = false
+enabled = true
 endpoint = "https://api.x.ai/v1"
 api_key = "${XAI_API_KEY}"
 
diff --git a/cv_match_scw/bundle.plx b/cv_match_scw/bundle.plx
index abdab35..8357f61 100644
--- a/cv_match_scw/bundle.plx
+++ b/cv_match_scw/bundle.plx
@@ -1,7 +1,7 @@
 domain = "cv_job_matching"
 description = "Analyzing CV and job offer compatibility and generating interview questions"
 system_prompt = "None"
-main_pipe = "analyze_cv_and_generate_questions"
+main_pipe = "analyze_cvs_for_job_offer"
 
 [concept.CandidateProfile]
 description = "A structured summary of a job candidate's professional background extracted from their CV."
@@ -25,43 +25,58 @@ nice_to_haves = { type = "text", description = "Preferred but not mandatory qual
 description = "An evaluation of how well a candidate fits a job position."
 
 [concept.MatchAnalysis.structure]
-match_score = { type = "number", description = "Numerical score representing overall fit percentage", required = true }
+match_score = { type = "number", description = "Numerical score representing overall fit percentage between 0 and 100", required = true }
 strengths = { type = "text", description = "Areas where the candidate meets or exceeds requirements", required = true }
 gaps = { type = "text", description = "Areas where the candidate falls short of requirements", required = true }
 overall_assessment = { type = "text", description = "Summary evaluation of the candidate's suitability", required = true }
 
-[concept.InterviewQuestion]
-description = "A targeted question designed to assess a candidate during an interview."
-
-[concept.InterviewQuestion.structure]
-question = { type = "text", description = "The interview question to ask the candidate", required = true }
-rationale = { type = "text", description = "Explanation of why this question is relevant", required = true }
-
-[pipe.analyze_cv_and_generate_questions]
+[pipe.analyze_cvs_for_job_offer]
 type = "PipeSequence"
 description = """
-Main orchestrator pipe that takes a CV and job offer in PDF format, analyzes their match, and generates 5 targeted interview questions. This is the entry point of the pipeline.
+Main orchestrator pipe that takes a bunch of CVs and a job offer in PDF format, and analyzes how they match.
 """
-inputs = { cv_pdf = "PDF", job_offer_pdf = "PDF" }
-output = "InterviewQuestion[5]"
+inputs = { cvs = "PDF[]", job_offer_pdf = "PDF" }
+output = "MatchAnalysis[]"
 steps = [
-    { pipe = "extract_documents_parallel", result = "extracted_pages" },
-    { pipe = "analyze_cv", result = "candidate_profile" },
+    { pipe = "extract_job_offer", result = "job_offer_pages" },
     { pipe = "analyze_job_requirements", result = "job_requirements" },
-    { pipe = "analyze_match", result = "match_analysis" },
-    { pipe = "generate_interview_questions", result = "interview_questions" },
+    { pipe = "process_cv", batch_over = "cvs", batch_as = "cv_pdf", result = "match_analyses" },
 ]
 
-[pipe.extract_documents_parallel]
-type = "PipeParallel"
-description = "Extracts text content from both CV and job offer PDFs concurrently"
-inputs = { cv_pdf = "PDF", job_offer_pdf = "PDF" }
+[pipe.extract_job_offer]
+type = "PipeExtract"
+description = "Extracts text content from the job offer PDF document"
+inputs = { job_offer_pdf = "PDF" }
 output = "Page[]"
-parallels = [
+model = "pdf_text_extractor"
+
+[pipe.analyze_job_requirements]
+type = "PipeLLM"
+description = """
+Parses and summarizes the job requirements from the extracted job offer content, identifying required skills, responsibilities, qualifications, and nice-to-haves
+"""
+inputs = { job_offer_pages = "Page" }
+output = "JobRequirements"
+model = "llm_for_recruitment"
+system_prompt = """
+You are an expert HR analyst specializing in parsing job descriptions. Your task is to extract and summarize job requirements into a structured format.
+"""
+prompt = """
+Analyze the following job offer content and extract the key requirements for the position.
+
+@job_offer_pages
+"""
+
+[pipe.process_cv]
+type = "PipeSequence"
+description = "Processes one application"
+inputs = { cv_pdf = "PDF", job_requirements = "JobRequirements" }
+output = "MatchAnalysis"
+steps = [
     { pipe = "extract_cv", result = "cv_pages" },
-    { pipe = "extract_job_offer", result = "job_offer_pages" },
+    { pipe = "analyze_cv", result = "candidate_profile" },
+    { pipe = "analyze_match", result = "match_analysis" },
 ]
-add_each_output = true
 
 [pipe.extract_cv]
 type = "PipeExtract"
@@ -70,13 +85,6 @@ inputs = { cv_pdf = "PDF" }
 output = "Page[]"
 model = "pdf_text_extractor"
 
-[pipe.extract_job_offer]
-type = "PipeExtract"
-description = "Extracts text content from the job offer PDF document"
-inputs = { job_offer_pdf = "PDF" }
-output = "Page[]"
-model = "pdf_text_extractor"
-
 [pipe.analyze_cv]
 type = "PipeLLM"
 description = """
@@ -94,23 +102,6 @@ Analyze the following CV content and extract the candidate's professional profil
 @cv_pages
 """
 
-[pipe.analyze_job_requirements]
-type = "PipeLLM"
-description = """
-Parses and summarizes the job requirements from the extracted job offer content, identifying required skills, responsibilities, qualifications, and nice-to-haves
-"""
-inputs = { job_offer_pages = "Page" }
-output = "JobRequirements"
-model = "llm_for_recruitment"
-system_prompt = """
-You are an expert HR analyst specializing in parsing job descriptions. Your task is to extract and summarize job requirements into a structured format.
-"""
-prompt = """
-Analyze the following job offer content and extract the key requirements for the position.
-
-@job_offer_pages
-"""
-
 [pipe.analyze_match]
 type = "PipeLLM"
 description = """
@@ -131,30 +122,3 @@ Analyze how well the candidate matches the job requirements. Evaluate their fit
 
 Provide a comprehensive match analysis including a numerical score, identified strengths, gaps, and an overall assessment.
 """
-
-[pipe.generate_interview_questions]
-type = "PipeLLM"
-description = """
-Creates 5 targeted interview questions based on the candidate's profile, job requirements, and identified gaps to assess fit during the interview
-"""
-inputs = { candidate_profile = "CandidateProfile", job_requirements = "JobRequirements", match_analysis = "MatchAnalysis" }
-output = "InterviewQuestion[5]"
-model = "llm_for_recruitment"
-system_prompt = """
-You are an expert HR interviewer and talent assessor. Your task is to generate structured interview questions that will help evaluate a candidate's fit for a specific role. Each question should be targeted and purposeful, designed to probe areas of strength or address potential gaps identified in the match analysis.
-"""
-prompt = """
-Based on the following candidate profile, job requirements, and match analysis, generate 5 targeted interview questions to assess the candidate's fit for the role.
-
-@candidate_profile
-
-@job_requirements
-
-@match_analysis
-
-Create questions that:
-- Probe the candidate's strengths to confirm their capabilities
-- Address identified gaps to understand if they can be overcome
-- Assess cultural and role fit
-- Evaluate relevant experience and skills
-"""
diff --git a/cv_match_scw/inputs.json b/cv_match_scw/inputs.json
index fba7d11..0ad8d22 100644
--- a/cv_match_scw/inputs.json
+++ b/cv_match_scw/inputs.json
@@ -1,9 +1,10 @@
 {
-  "cv_pdf": {
+  "cvs": {
     "concept": "native.PDF",
-    "content": {
-      "url": "https://pipelex-web.s3.amazonaws.com/demo/John-Doe-CV.pdf"
-    }
+    "content": [
+      "data/CVs/CV-01.pdf",
+      "data/CVs/CV-02.pdf"
+    ]
   },
   "job_offer_pdf": {
     "concept": "native.PDF",
diff --git a/cv_match_scw/run_analyze_cv_and_generate_questions.py b/cv_match_scw/run_analyze_cv_and_generate_questions.py
index 78eb685..014a005 100644
--- a/cv_match_scw/run_analyze_cv_and_generate_questions.py
+++ b/cv_match_scw/run_analyze_cv_and_generate_questions.py
@@ -1,16 +1,27 @@
 import asyncio
+import time
+from pathlib import Path
 
+from pipelex.core.stuffs.list_content import ListContent
 from pipelex.core.stuffs.pdf_content import PDFContent
 from pipelex.pipelex import Pipelex
 from pipelex.pipeline.execute import execute_pipeline
 
+CV_FOLDER = Path("data/CVs")
+# CV_FOLDER = Path("data/OneCV")
 
-async def run_analyze_cv_and_generate_questions():
+
+def get_cv_pdf_contents() -> list[PDFContent]:
+    """Get all PDF files from the CVs folder."""
+    return [PDFContent(url=str(pdf_path)) for pdf_path in sorted(CV_FOLDER.glob("*.pdf"))]
+
+
+async def run_analyze_cvs_for_job_offer():
     return await execute_pipeline(
-        pipe_code="analyze_cv_and_generate_questions",
+        pipe_code="analyze_cvs_for_job_offer",
         inputs={
-            "cv_pdf": PDFContent(url="cv_pdf_url"),
-            "job_offer_pdf": PDFContent(url="job_offer_pdf_url"),
+            "cvs": ListContent[PDFContent](items=get_cv_pdf_contents()),
+            "job_offer_pdf": PDFContent(url="https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"),
         },
     )
 
@@ -19,5 +30,9 @@ async def run_analyze_cv_and_generate_questions():
     # Initialize Pipelex
     Pipelex.make()
 
-    # Run the pipeline
-    result = asyncio.run(run_analyze_cv_and_generate_questions())
+    # Run the pipeline with timing
+    start_time = time.perf_counter()
+    result = asyncio.run(run_analyze_cvs_for_job_offer())
+    elapsed_time = time.perf_counter() - start_time
+
+    print(f"\n⏱️  Pipeline execution time: {elapsed_time:.2f} seconds")
diff --git a/data/CVs/CV-01.pdf b/data/CVs/CV-01.pdf
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diff --git a/data/CVs/CV-04.pdf b/data/CVs/CV-04.pdf
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diff --git a/data/CVs/CV-17.pdf b/data/CVs/CV-17.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..370464453714f717a9fcc51f6a00475d5d4baafb
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diff --git a/pipeline_01/bundle.plx b/pipeline_01/bundle.plx
new file mode 100644
index 0000000..bef17bc
--- /dev/null
+++ b/pipeline_01/bundle.plx
@@ -0,0 +1,158 @@
+domain = "startup_mascot_design"
+description = "Creating cute animal mascots for startups based on elevator pitches and brand guidelines."
+main_pipe = "create_startup_mascot"
+
+[concept.ElevatorPitch]
+description = "A brief, compelling summary of a startup's business idea, value proposition, and target market."
+refines = "Text"
+
+[concept.BrandGuidelines]
+description = "A document outlining a company's visual identity, tone of voice, values, and design standards."
+refines = "Text"
+
+[concept.BrandAnalysis]
+description = "A structured breakdown of a brand's identity derived from its materials."
+
+[concept.BrandAnalysis.structure]
+key_attributes = { type = "text", description = "Core characteristics that define the brand's identity", required = true }
+personality_traits = { type = "text", description = "Human-like traits that describe the brand's character", required = true }
+color_palette = { type = "text", description = "Primary and secondary colors associated with the brand", required = true }
+tone = { type = "text", description = "The communication style and voice of the brand", required = true }
+
+[concept.MascotConcept]
+description = "A proposed animal mascot idea with supporting rationale and visual direction."
+
+[concept.MascotConcept.structure]
+animal_type = { type = "text", description = "The species or type of animal proposed as mascot", required = true }
+rationale = { type = "text", description = "Explanation of why this animal fits the brand", required = true }
+personality_description = { type = "text", description = "The character traits and demeanor of the mascot", required = true }
+visual_style_notes = { type = "text", description = "Initial ideas for the mascot's visual treatment" }
+
+[concept.MascotSpecification]
+description = "A detailed specification for a selected mascot including visual and character details."
+
+[concept.MascotSpecification.structure]
+animal = { type = "text", description = "The chosen animal species for the mascot", required = true }
+name_suggestion = { type = "text", description = "A proposed name for the mascot character" }
+detailed_appearance = { type = "text", description = "Comprehensive description of the mascot's physical look", required = true }
+pose = { type = "text", description = "The body position and stance of the mascot", required = true }
+expression = { type = "text", description = "The facial expression conveying the mascot's mood", required = true }
+accessories = { type = "text", description = "Any props, clothing, or items the mascot carries or wears" }
+
+[concept.ImagePrompt]
+description = "A detailed text prompt designed to guide an image generation system."
+refines = "Text"
+
+[pipe.create_startup_mascot]
+type = "PipeSequence"
+description = """
+Main pipeline that takes a startup's elevator pitch and brand guidelines, analyzes the brand, generates mascot concepts, selects the best one, and produces a cute mascot illustration.
+"""
+inputs = { elevator_pitch = "ElevatorPitch", brand_guidelines = "BrandGuidelines" }
+output = "Image"
+steps = [
+    { pipe = "analyze_brand_identity", result = "brand_analysis" },
+    { pipe = "generate_mascot_concepts", result = "mascot_concepts" },
+    { pipe = "select_best_mascot", result = "selected_mascot" },
+    { pipe = "write_image_prompt", result = "mascot_prompt" },
+    { pipe = "generate_mascot_image", result = "mascot_image" },
+]
+
+[pipe.analyze_brand_identity]
+type = "PipeLLM"
+description = """
+Analyzes the startup's elevator pitch and brand guidelines to extract key brand attributes, personality traits, color palette, and communication tone.
+"""
+inputs = { elevator_pitch = "ElevatorPitch", brand_guidelines = "BrandGuidelines" }
+output = "BrandAnalysis"
+model = "llm_to_answer_questions"
+system_prompt = """
+You are a brand strategist expert. Your task is to analyze startup materials and extract a structured brand analysis. Focus on identifying the core identity elements that define the brand.
+"""
+prompt = """
+Analyze the following startup materials to extract the brand identity:
+
+@elevator_pitch
+
+@brand_guidelines
+
+Based on these materials, provide a structured brand analysis.
+"""
+
+[pipe.generate_mascot_concepts]
+type = "PipeLLM"
+description = """
+Brainstorms multiple animal mascot ideas that embody the brand identity, considering animal symbolism, appeal to target audience, and visual potential.
+"""
+inputs = { brand_analysis = "BrandAnalysis", elevator_pitch = "ElevatorPitch" }
+output = "MascotConcept[3]"
+model = "cheap_llm_for_creativity"
+system_prompt = """
+You are a creative brand strategist specializing in mascot design. Your task is to generate structured mascot concepts that align with a brand's identity. Consider animal symbolism, cultural associations, and visual appeal when brainstorming ideas.
+"""
+prompt = """
+Based on the following brand analysis and elevator pitch, brainstorm 3 distinct animal mascot concepts that would effectively represent this startup's brand identity.
+
+Consider:
+- Animal symbolism and what traits each animal represents
+- Appeal to the target audience
+- Visual potential for illustrations and marketing materials
+- How well the animal embodies the brand's personality traits and tone
+
+@brand_analysis
+
+@elevator_pitch
+"""
+
+[pipe.select_best_mascot]
+type = "PipeLLM"
+description = """
+Evaluates the mascot concepts against brand analysis and guidelines, selecting the most fitting mascot with detailed visual and character specifications.
+"""
+inputs = { mascot_concepts = "MascotConcept", brand_analysis = "BrandAnalysis", brand_guidelines = "BrandGuidelines" }
+output = "MascotSpecification"
+model = "llm_to_answer_questions"
+system_prompt = """
+You are a brand strategist and mascot design expert. Your task is to evaluate mascot concepts and select the best one that aligns with the brand identity. You will output a structured mascot specification.
+"""
+prompt = """
+Evaluate the following mascot concepts and select the one that best fits the brand identity. Consider how well each concept aligns with the brand's personality, values, and visual guidelines.
+
+@mascot_concepts
+
+@brand_analysis
+
+@brand_guidelines
+
+Select the most fitting mascot and provide a detailed specification including the animal choice, a suggested name, comprehensive appearance details, pose, expression, and any accessories that reinforce the brand identity.
+"""
+
+[pipe.write_image_prompt]
+type = "PipeLLM"
+description = """
+Crafts a detailed image generation prompt for creating a cute mascot illustration, incorporating the mascot specification and brand colors.
+"""
+inputs = { selected_mascot = "MascotSpecification", brand_analysis = "BrandAnalysis" }
+output = "ImagePrompt"
+model = "cheap_llm_for_creativity"
+system_prompt = """
+You are an expert at crafting image generation prompts. Write concise, visually descriptive prompts that focus on key visual elements. Follow best practices: lead with subject, include style keywords, specify colors, and avoid verbose descriptions.
+"""
+prompt = """
+Create a concise image generation prompt for a cute mascot illustration based on the following:
+
+@selected_mascot
+
+Brand colors and tone:
+@brand_analysis
+
+Write a single, focused prompt that captures the mascot's appearance, pose, expression, and incorporates the brand's color palette. Keep it under 100 words and optimized for image generation.
+"""
+
+[pipe.generate_mascot_image]
+type = "PipeImgGen"
+description = "Generates the cute animal mascot illustration from the crafted prompt."
+inputs = { mascot_prompt = "ImagePrompt" }
+output = "Image"
+img_gen_prompt_var_name = "mascot_prompt"
+model = "gen_image_high_quality"
diff --git a/pipeline_01/bundle_view.html b/pipeline_01/bundle_view.html
new file mode 100644
index 0000000..7b3c747
--- /dev/null
+++ b/pipeline_01/bundle_view.html
@@ -0,0 +1,321 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="UTF-8">
+<style>
+.r1 {font-weight: bold}
+.r2 {color: #d0b344; text-decoration-color: #d0b344; font-weight: bold}
+.r3 {color: #d0b344; text-decoration-color: #d0b344; font-style: italic}
+.r4 {color: #cc555a; text-decoration-color: #cc555a}
+.r5 {color: #98a84b; text-decoration-color: #98a84b; font-weight: bold}
+.r6 {color: #98a84b; text-decoration-color: #98a84b}
+.r7 {color: #c5c8c6; text-decoration-color: #c5c8c6}
+.r8 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-weight: bold}
+.r9 {color: #626463; text-decoration-color: #626463}
+.r10 {color: #608ab1; text-decoration-color: #608ab1}
+.r11 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-style: italic}
+.r12 {color: #cc555a; text-decoration-color: #cc555a; font-weight: bold}
+.r13 {color: #98729f; text-decoration-color: #98729f; font-weight: bold}
+.r14 {color: #68a0b3; text-decoration-color: #68a0b3}
+body {
+    color: #c5c8c6;
+    background-color: #000000;
+}
+</style>
+</head>
+<body>
+    <pre style="font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace"><code style="font-family:inherit"><span class="r1">Domain: </span><span class="r2">startup_mascot_design</span>
+
+Description: <span class="r3">Creating cute animal mascots for startups based on elevator pitches and brand </span>
+<span class="r3">guidelines.</span>
+
+Main Pipe: <span class="r4">create_startup_mascot</span>
+
+
+
+<span class="r5">                                              Concepts                                              </span>
+<span class="r6">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">ElevatorPitch</span><span class="r8">                                                                          </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A brief, compelling summary of a startup&#x27;s business idea, value proposition, and </span><span class="r7">   </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r3">target market.</span><span class="r7">                                                                                   </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">BrandGuidelines</span><span class="r8">                                                                        </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A document outlining a company&#x27;s visual identity, tone of voice, values, and design</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r3">standards.</span><span class="r7">                                                                                       </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">BrandAnalysis</span><span class="r8">                                                                          </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A structured breakdown of a brand&#x27;s identity derived from its materials.</span><span class="r7">            </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r7">Structure:                                                                                      </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┃ Field              ┃ Description                                           ┃ Type ┃ Required ┃</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> key_attributes     </span><span class="r9">│</span><span class="r11"> Core characteristics that define the brand&#x27;s identity </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├────────────────────┼───────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> personality_traits </span><span class="r9">│</span><span class="r11"> Human-like traits that describe the brand&#x27;s character </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├────────────────────┼───────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> color_palette      </span><span class="r9">│</span><span class="r11"> Primary and secondary colors associated with the      </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10">                    </span><span class="r9">│</span><span class="r11"> brand                                                 </span><span class="r9">│</span><span class="r7">      </span><span class="r9">│</span><span class="r7">          </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├────────────────────┼───────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> tone               </span><span class="r9">│</span><span class="r11"> The communication style and voice of the brand        </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">└────────────────────┴───────────────────────────────────────────────────────┴──────┴──────────┘</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">MascotConcept</span><span class="r8">                                                                          </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A proposed animal mascot idea with supporting rationale and visual direction.</span><span class="r7">       </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r7">Structure:                                                                                      </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┏━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┃ Field                   ┃ Description                                      ┃ Type ┃ Required ┃</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┡━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> animal_type             </span><span class="r9">│</span><span class="r11"> The species or type of animal proposed as mascot </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────────┼──────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> rationale               </span><span class="r9">│</span><span class="r11"> Explanation of why this animal fits the brand    </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────────┼──────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> personality_description </span><span class="r9">│</span><span class="r11"> The character traits and demeanor of the mascot  </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────────┼──────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> visual_style_notes      </span><span class="r9">│</span><span class="r11"> Initial ideas for the mascot&#x27;s visual treatment  </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> No       </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">└─────────────────────────┴──────────────────────────────────────────────────┴──────┴──────────┘</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">MascotSpecification</span><span class="r8">                                                                    </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A detailed specification for a selected mascot including visual and character </span><span class="r7">      </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r3">details.</span><span class="r7">                                                                                         </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r7">Structure:                                                                                      </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┃ Field               ┃ Description                                          ┃ Type ┃ Required ┃</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> animal              </span><span class="r9">│</span><span class="r11"> The chosen animal species for the mascot             </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> name_suggestion     </span><span class="r9">│</span><span class="r11"> A proposed name for the mascot character             </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> No       </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> detailed_appearance </span><span class="r9">│</span><span class="r11"> Comprehensive description of the mascot&#x27;s physical   </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10">                     </span><span class="r9">│</span><span class="r11"> look                                                 </span><span class="r9">│</span><span class="r7">      </span><span class="r9">│</span><span class="r7">          </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> pose                </span><span class="r9">│</span><span class="r11"> The body position and stance of the mascot           </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> expression          </span><span class="r9">│</span><span class="r11"> The facial expression conveying the mascot&#x27;s mood    </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> accessories         </span><span class="r9">│</span><span class="r11"> Any props, clothing, or items the mascot carries or  </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> No       </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10">                     </span><span class="r9">│</span><span class="r11"> wears                                                </span><span class="r9">│</span><span class="r7">      </span><span class="r9">│</span><span class="r7">          </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r9">└─────────────────────┴──────────────────────────────────────────────────────┴──────┴──────────┘</span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">ImagePrompt</span><span class="r8">                                                                            </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A detailed text prompt designed to guide an image generation system.</span><span class="r7">                </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
+
+
+<span class="r12">                                               Pipes                                                </span>
+<span class="r4">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">analyze_brand_identity</span><span class="r7">                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Analyzes the startup&#x27;s elevator pitch and brand guidelines to extract key brand </span><span class="r7">    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">attributes, personality traits, color palette, and communication tone.</span><span class="r7">                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                               </span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">┌──────────────────┬─────────────────┐</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> elevator_pitch   </span><span class="r9">│</span><span class="r5"> ElevatorPitch   </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────────────────┼─────────────────┤</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_guidelines </span><span class="r9">│</span><span class="r5"> BrandGuidelines </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">└──────────────────┴─────────────────┘</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">BrandAnalysis</span><span class="r7">                                                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">llm_to_answer_questions</span><span class="r7">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> You are a brand strategist expert. Your task is to analyze startup materials and extract a   </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> structured brand analysis. Focus on identifying the core identity elements that define the   </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> brand.                                                                                       </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Analyze the following startup materials to extract the brand identity:                       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @elevator_pitch                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_guidelines                                                                            </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Based on these materials, provide a structured brand analysis.                               </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">generate_mascot_concepts</span><span class="r7">                                                                   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Brainstorms multiple animal mascot ideas that embody the brand identity, </span><span class="r7">           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">considering animal symbolism, appeal to target audience, and visual potential.</span><span class="r7">                   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                           </span><span class="r7">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">┌────────────────┬───────────────┐</span><span class="r7">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_analysis </span><span class="r9">│</span><span class="r5"> BrandAnalysis </span><span class="r9">│</span><span class="r7">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├────────────────┼───────────────┤</span><span class="r7">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> elevator_pitch </span><span class="r9">│</span><span class="r5"> ElevatorPitch </span><span class="r9">│</span><span class="r7">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">└────────────────┴───────────────┘</span><span class="r7">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">MascotConcept[3]</span><span class="r7">                                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">cheap_llm_for_creativity</span><span class="r7">                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> You are a creative brand strategist specializing in mascot design. Your task is to generate  </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> structured mascot concepts that align with a brand&#x27;s identity. Consider animal symbolism,    </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> cultural associations, and visual appeal when brainstorming ideas.                           </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Based on the following brand analysis and elevator pitch, brainstorm 3 distinct animal       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> mascot concepts that would effectively represent this startup&#x27;s brand identity.              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Consider:                                                                                    </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> - Animal symbolism and what traits each animal represents                                    </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> - Appeal to the target audience                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> - Visual potential for illustrations and marketing materials                                 </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> - How well the animal embodies the brand&#x27;s personality traits and tone                       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_analysis                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @elevator_pitch                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">select_best_mascot</span><span class="r7">                                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Evaluates the mascot concepts against brand analysis and guidelines, selecting the </span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">most fitting mascot with detailed visual and character specifications.</span><span class="r7">                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                               </span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">┌──────────────────┬─────────────────┐</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> mascot_concepts  </span><span class="r9">│</span><span class="r5"> MascotConcept   </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────────────────┼─────────────────┤</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_analysis   </span><span class="r9">│</span><span class="r5"> BrandAnalysis   </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────────────────┼─────────────────┤</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_guidelines </span><span class="r9">│</span><span class="r5"> BrandGuidelines </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">└──────────────────┴─────────────────┘</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">MascotSpecification</span><span class="r7">                                                                      </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">llm_to_answer_questions</span><span class="r7">                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> You are a brand strategist and mascot design expert. Your task is to evaluate mascot         </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> concepts and select the best one that aligns with the brand identity. You will output a      </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> structured mascot specification.                                                             </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Evaluate the following mascot concepts and select the one that best fits the brand identity. </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Consider how well each concept aligns with the brand&#x27;s personality, values, and visual       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> guidelines.                                                                                  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @mascot_concepts                                                                             </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_analysis                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_guidelines                                                                            </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Select the most fitting mascot and provide a detailed specification including the animal     </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> choice, a suggested name, comprehensive appearance details, pose, expression, and any        </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> accessories that reinforce the brand identity.                                               </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">write_image_prompt</span><span class="r7">                                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Crafts a detailed image generation prompt for creating a cute mascot illustration, </span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">incorporating the mascot specification and brand colors.</span><span class="r7">                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                                  </span><span class="r7">                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">┌─────────────────┬─────────────────────┐</span><span class="r7">                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> selected_mascot </span><span class="r9">│</span><span class="r5"> MascotSpecification </span><span class="r9">│</span><span class="r7">                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├─────────────────┼─────────────────────┤</span><span class="r7">                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_analysis  </span><span class="r9">│</span><span class="r5"> BrandAnalysis       </span><span class="r9">│</span><span class="r7">                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">└─────────────────┴─────────────────────┘</span><span class="r7">                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">ImagePrompt</span><span class="r7">                                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">cheap_llm_for_creativity</span><span class="r7">                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> You are an expert at crafting image generation prompts. Write concise, visually descriptive  </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> prompts that focus on key visual elements. Follow best practices: lead with subject, include </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> style keywords, specify colors, and avoid verbose descriptions.                              </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Create a concise image generation prompt for a cute mascot illustration based on the         </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> following:                                                                                   </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @selected_mascot                                                                             </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Brand colors and tone:                                                                       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_analysis                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Write a single, focused prompt that captures the mascot&#x27;s appearance, pose, expression, and  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> incorporates the brand&#x27;s color palette. Keep it under 100 words and optimized for image      </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> generation.                                                                                  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">generate_mascot_image</span><span class="r7">                                                                      </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeImgGen</span><span class="r7"> (PipeOperator)                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Generates the cute animal mascot illustration from the crafted prompt.</span><span class="r7">              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Input: </span><span class="r14">mascot_prompt</span><span class="r7"> (</span><span class="r5">ImagePrompt</span><span class="r7">)                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Image Generation Skill: </span><span class="r2">gen_image_high_quality</span><span class="r7">                                                   </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">create_startup_mascot</span><span class="r7">                                                                      </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeSequence</span><span class="r7"> (PipeController)                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Main pipeline that takes a startup&#x27;s elevator pitch and brand guidelines, analyzes </span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">the brand, generates mascot concepts, selects the best one, and produces a cute mascot </span><span class="r7">          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">illustration.</span><span class="r7">                                                                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                               </span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">┌──────────────────┬─────────────────┐</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> elevator_pitch   </span><span class="r9">│</span><span class="r5"> ElevatorPitch   </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────────────────┼─────────────────┤</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_guidelines </span><span class="r9">│</span><span class="r5"> BrandGuidelines </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">└──────────────────┴─────────────────┘</span><span class="r7">                                                           </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r7">Sequence Steps:                                      </span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">┏━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">┃ Step ┃ Pipe                     ┃ Result name     ┃</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">┡━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│    1 │</span><span class="r4"> analyze_brand_identity   </span><span class="r9">│</span><span class="r14"> brand_analysis  </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────┼──────────────────────────┼─────────────────┤</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│    2 │</span><span class="r4"> generate_mascot_concepts </span><span class="r9">│</span><span class="r14"> mascot_concepts </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────┼──────────────────────────┼─────────────────┤</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│    3 │</span><span class="r4"> select_best_mascot       </span><span class="r9">│</span><span class="r14"> selected_mascot </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────┼──────────────────────────┼─────────────────┤</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│    4 │</span><span class="r4"> write_image_prompt       </span><span class="r9">│</span><span class="r14"> mascot_prompt   </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────┼──────────────────────────┼─────────────────┤</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">│    5 │</span><span class="r4"> generate_mascot_image    </span><span class="r9">│</span><span class="r14"> mascot_image    </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r9">└──────┴──────────────────────────┴─────────────────┘</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
+</code></pre>
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new file mode 100644
index 0000000..cf592dd
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diff --git a/pipeline_01/inputs.json b/pipeline_01/inputs.json
new file mode 100644
index 0000000..559ee5b
--- /dev/null
+++ b/pipeline_01/inputs.json
@@ -0,0 +1,10 @@
+{
+  "elevator_pitch": {
+    "concept": "startup_mascot_design.ElevatorPitch",
+    "content": "elevator_pitch_text"
+  },
+  "brand_guidelines": {
+    "concept": "startup_mascot_design.BrandGuidelines",
+    "content": "brand_guidelines_text"
+  }
+}
\ No newline at end of file
diff --git a/pipeline_01/run_create_startup_mascot.py b/pipeline_01/run_create_startup_mascot.py
new file mode 100644
index 0000000..316f300
--- /dev/null
+++ b/pipeline_01/run_create_startup_mascot.py
@@ -0,0 +1,28 @@
+import asyncio
+
+from pipelex.pipelex import Pipelex
+from pipelex.pipeline.execute import execute_pipeline
+
+
+async def run_create_startup_mascot():
+    return await execute_pipeline(
+        pipe_code="create_startup_mascot",
+        inputs={
+            "elevator_pitch": {
+                "concept": "startup_mascot_design.ElevatorPitch",
+                "content": "elevator_pitch_text",
+            },
+            "brand_guidelines": {
+                "concept": "startup_mascot_design.BrandGuidelines",
+                "content": "brand_guidelines_text",
+            },
+        },
+    )
+
+
+if __name__ == "__main__":
+    # Initialize Pipelex
+    Pipelex.make()
+
+    # Run the pipeline
+    result = asyncio.run(run_create_startup_mascot())

From 3490f5d7b231aa143262d33a7b1b4fa22823d9fc Mon Sep 17 00:00:00 2001
From: Louis Choquel <louis@pipelex.com>
Date: Thu, 4 Dec 2025 23:20:30 +0100
Subject: [PATCH 06/22] Cleanup

---
 pipeline_01/bundle.plx                   |  158 ---
 pipeline_01/bundle_view.html             |  321 ------
 pipeline_01/bundle_view.svg              | 1234 ----------------------
 pipeline_01/inputs.json                  |   10 -
 pipeline_01/run_create_startup_mascot.py |   28 -
 5 files changed, 1751 deletions(-)
 delete mode 100644 pipeline_01/bundle.plx
 delete mode 100644 pipeline_01/bundle_view.html
 delete mode 100644 pipeline_01/bundle_view.svg
 delete mode 100644 pipeline_01/inputs.json
 delete mode 100644 pipeline_01/run_create_startup_mascot.py

diff --git a/pipeline_01/bundle.plx b/pipeline_01/bundle.plx
deleted file mode 100644
index bef17bc..0000000
--- a/pipeline_01/bundle.plx
+++ /dev/null
@@ -1,158 +0,0 @@
-domain = "startup_mascot_design"
-description = "Creating cute animal mascots for startups based on elevator pitches and brand guidelines."
-main_pipe = "create_startup_mascot"
-
-[concept.ElevatorPitch]
-description = "A brief, compelling summary of a startup's business idea, value proposition, and target market."
-refines = "Text"
-
-[concept.BrandGuidelines]
-description = "A document outlining a company's visual identity, tone of voice, values, and design standards."
-refines = "Text"
-
-[concept.BrandAnalysis]
-description = "A structured breakdown of a brand's identity derived from its materials."
-
-[concept.BrandAnalysis.structure]
-key_attributes = { type = "text", description = "Core characteristics that define the brand's identity", required = true }
-personality_traits = { type = "text", description = "Human-like traits that describe the brand's character", required = true }
-color_palette = { type = "text", description = "Primary and secondary colors associated with the brand", required = true }
-tone = { type = "text", description = "The communication style and voice of the brand", required = true }
-
-[concept.MascotConcept]
-description = "A proposed animal mascot idea with supporting rationale and visual direction."
-
-[concept.MascotConcept.structure]
-animal_type = { type = "text", description = "The species or type of animal proposed as mascot", required = true }
-rationale = { type = "text", description = "Explanation of why this animal fits the brand", required = true }
-personality_description = { type = "text", description = "The character traits and demeanor of the mascot", required = true }
-visual_style_notes = { type = "text", description = "Initial ideas for the mascot's visual treatment" }
-
-[concept.MascotSpecification]
-description = "A detailed specification for a selected mascot including visual and character details."
-
-[concept.MascotSpecification.structure]
-animal = { type = "text", description = "The chosen animal species for the mascot", required = true }
-name_suggestion = { type = "text", description = "A proposed name for the mascot character" }
-detailed_appearance = { type = "text", description = "Comprehensive description of the mascot's physical look", required = true }
-pose = { type = "text", description = "The body position and stance of the mascot", required = true }
-expression = { type = "text", description = "The facial expression conveying the mascot's mood", required = true }
-accessories = { type = "text", description = "Any props, clothing, or items the mascot carries or wears" }
-
-[concept.ImagePrompt]
-description = "A detailed text prompt designed to guide an image generation system."
-refines = "Text"
-
-[pipe.create_startup_mascot]
-type = "PipeSequence"
-description = """
-Main pipeline that takes a startup's elevator pitch and brand guidelines, analyzes the brand, generates mascot concepts, selects the best one, and produces a cute mascot illustration.
-"""
-inputs = { elevator_pitch = "ElevatorPitch", brand_guidelines = "BrandGuidelines" }
-output = "Image"
-steps = [
-    { pipe = "analyze_brand_identity", result = "brand_analysis" },
-    { pipe = "generate_mascot_concepts", result = "mascot_concepts" },
-    { pipe = "select_best_mascot", result = "selected_mascot" },
-    { pipe = "write_image_prompt", result = "mascot_prompt" },
-    { pipe = "generate_mascot_image", result = "mascot_image" },
-]
-
-[pipe.analyze_brand_identity]
-type = "PipeLLM"
-description = """
-Analyzes the startup's elevator pitch and brand guidelines to extract key brand attributes, personality traits, color palette, and communication tone.
-"""
-inputs = { elevator_pitch = "ElevatorPitch", brand_guidelines = "BrandGuidelines" }
-output = "BrandAnalysis"
-model = "llm_to_answer_questions"
-system_prompt = """
-You are a brand strategist expert. Your task is to analyze startup materials and extract a structured brand analysis. Focus on identifying the core identity elements that define the brand.
-"""
-prompt = """
-Analyze the following startup materials to extract the brand identity:
-
-@elevator_pitch
-
-@brand_guidelines
-
-Based on these materials, provide a structured brand analysis.
-"""
-
-[pipe.generate_mascot_concepts]
-type = "PipeLLM"
-description = """
-Brainstorms multiple animal mascot ideas that embody the brand identity, considering animal symbolism, appeal to target audience, and visual potential.
-"""
-inputs = { brand_analysis = "BrandAnalysis", elevator_pitch = "ElevatorPitch" }
-output = "MascotConcept[3]"
-model = "cheap_llm_for_creativity"
-system_prompt = """
-You are a creative brand strategist specializing in mascot design. Your task is to generate structured mascot concepts that align with a brand's identity. Consider animal symbolism, cultural associations, and visual appeal when brainstorming ideas.
-"""
-prompt = """
-Based on the following brand analysis and elevator pitch, brainstorm 3 distinct animal mascot concepts that would effectively represent this startup's brand identity.
-
-Consider:
-- Animal symbolism and what traits each animal represents
-- Appeal to the target audience
-- Visual potential for illustrations and marketing materials
-- How well the animal embodies the brand's personality traits and tone
-
-@brand_analysis
-
-@elevator_pitch
-"""
-
-[pipe.select_best_mascot]
-type = "PipeLLM"
-description = """
-Evaluates the mascot concepts against brand analysis and guidelines, selecting the most fitting mascot with detailed visual and character specifications.
-"""
-inputs = { mascot_concepts = "MascotConcept", brand_analysis = "BrandAnalysis", brand_guidelines = "BrandGuidelines" }
-output = "MascotSpecification"
-model = "llm_to_answer_questions"
-system_prompt = """
-You are a brand strategist and mascot design expert. Your task is to evaluate mascot concepts and select the best one that aligns with the brand identity. You will output a structured mascot specification.
-"""
-prompt = """
-Evaluate the following mascot concepts and select the one that best fits the brand identity. Consider how well each concept aligns with the brand's personality, values, and visual guidelines.
-
-@mascot_concepts
-
-@brand_analysis
-
-@brand_guidelines
-
-Select the most fitting mascot and provide a detailed specification including the animal choice, a suggested name, comprehensive appearance details, pose, expression, and any accessories that reinforce the brand identity.
-"""
-
-[pipe.write_image_prompt]
-type = "PipeLLM"
-description = """
-Crafts a detailed image generation prompt for creating a cute mascot illustration, incorporating the mascot specification and brand colors.
-"""
-inputs = { selected_mascot = "MascotSpecification", brand_analysis = "BrandAnalysis" }
-output = "ImagePrompt"
-model = "cheap_llm_for_creativity"
-system_prompt = """
-You are an expert at crafting image generation prompts. Write concise, visually descriptive prompts that focus on key visual elements. Follow best practices: lead with subject, include style keywords, specify colors, and avoid verbose descriptions.
-"""
-prompt = """
-Create a concise image generation prompt for a cute mascot illustration based on the following:
-
-@selected_mascot
-
-Brand colors and tone:
-@brand_analysis
-
-Write a single, focused prompt that captures the mascot's appearance, pose, expression, and incorporates the brand's color palette. Keep it under 100 words and optimized for image generation.
-"""
-
-[pipe.generate_mascot_image]
-type = "PipeImgGen"
-description = "Generates the cute animal mascot illustration from the crafted prompt."
-inputs = { mascot_prompt = "ImagePrompt" }
-output = "Image"
-img_gen_prompt_var_name = "mascot_prompt"
-model = "gen_image_high_quality"
diff --git a/pipeline_01/bundle_view.html b/pipeline_01/bundle_view.html
deleted file mode 100644
index 7b3c747..0000000
--- a/pipeline_01/bundle_view.html
+++ /dev/null
@@ -1,321 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-<meta charset="UTF-8">
-<style>
-.r1 {font-weight: bold}
-.r2 {color: #d0b344; text-decoration-color: #d0b344; font-weight: bold}
-.r3 {color: #d0b344; text-decoration-color: #d0b344; font-style: italic}
-.r4 {color: #cc555a; text-decoration-color: #cc555a}
-.r5 {color: #98a84b; text-decoration-color: #98a84b; font-weight: bold}
-.r6 {color: #98a84b; text-decoration-color: #98a84b}
-.r7 {color: #c5c8c6; text-decoration-color: #c5c8c6}
-.r8 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-weight: bold}
-.r9 {color: #626463; text-decoration-color: #626463}
-.r10 {color: #608ab1; text-decoration-color: #608ab1}
-.r11 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-style: italic}
-.r12 {color: #cc555a; text-decoration-color: #cc555a; font-weight: bold}
-.r13 {color: #98729f; text-decoration-color: #98729f; font-weight: bold}
-.r14 {color: #68a0b3; text-decoration-color: #68a0b3}
-body {
-    color: #c5c8c6;
-    background-color: #000000;
-}
-</style>
-</head>
-<body>
-    <pre style="font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace"><code style="font-family:inherit"><span class="r1">Domain: </span><span class="r2">startup_mascot_design</span>
-
-Description: <span class="r3">Creating cute animal mascots for startups based on elevator pitches and brand </span>
-<span class="r3">guidelines.</span>
-
-Main Pipe: <span class="r4">create_startup_mascot</span>
-
-
-
-<span class="r5">                                              Concepts                                              </span>
-<span class="r6">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">ElevatorPitch</span><span class="r8">                                                                          </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A brief, compelling summary of a startup&#x27;s business idea, value proposition, and </span><span class="r7">   </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r3">target market.</span><span class="r7">                                                                                   </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">BrandGuidelines</span><span class="r8">                                                                        </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A document outlining a company&#x27;s visual identity, tone of voice, values, and design</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r3">standards.</span><span class="r7">                                                                                       </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">BrandAnalysis</span><span class="r8">                                                                          </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A structured breakdown of a brand&#x27;s identity derived from its materials.</span><span class="r7">            </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r7">Structure:                                                                                      </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┃ Field              ┃ Description                                           ┃ Type ┃ Required ┃</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> key_attributes     </span><span class="r9">│</span><span class="r11"> Core characteristics that define the brand&#x27;s identity </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├────────────────────┼───────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> personality_traits </span><span class="r9">│</span><span class="r11"> Human-like traits that describe the brand&#x27;s character </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├────────────────────┼───────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> color_palette      </span><span class="r9">│</span><span class="r11"> Primary and secondary colors associated with the      </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10">                    </span><span class="r9">│</span><span class="r11"> brand                                                 </span><span class="r9">│</span><span class="r7">      </span><span class="r9">│</span><span class="r7">          </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├────────────────────┼───────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> tone               </span><span class="r9">│</span><span class="r11"> The communication style and voice of the brand        </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">└────────────────────┴───────────────────────────────────────────────────────┴──────┴──────────┘</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">MascotConcept</span><span class="r8">                                                                          </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A proposed animal mascot idea with supporting rationale and visual direction.</span><span class="r7">       </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r7">Structure:                                                                                      </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┏━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┃ Field                   ┃ Description                                      ┃ Type ┃ Required ┃</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┡━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> animal_type             </span><span class="r9">│</span><span class="r11"> The species or type of animal proposed as mascot </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────────┼──────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> rationale               </span><span class="r9">│</span><span class="r11"> Explanation of why this animal fits the brand    </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────────┼──────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> personality_description </span><span class="r9">│</span><span class="r11"> The character traits and demeanor of the mascot  </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────────┼──────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> visual_style_notes      </span><span class="r9">│</span><span class="r11"> Initial ideas for the mascot&#x27;s visual treatment  </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> No       </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">└─────────────────────────┴──────────────────────────────────────────────────┴──────┴──────────┘</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">MascotSpecification</span><span class="r8">                                                                    </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A detailed specification for a selected mascot including visual and character </span><span class="r7">      </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r3">details.</span><span class="r7">                                                                                         </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r7">Structure:                                                                                      </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━┓</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┃ Field               ┃ Description                                          ┃ Type ┃ Required ┃</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━┩</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> animal              </span><span class="r9">│</span><span class="r11"> The chosen animal species for the mascot             </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> name_suggestion     </span><span class="r9">│</span><span class="r11"> A proposed name for the mascot character             </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> No       </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> detailed_appearance </span><span class="r9">│</span><span class="r11"> Comprehensive description of the mascot&#x27;s physical   </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10">                     </span><span class="r9">│</span><span class="r11"> look                                                 </span><span class="r9">│</span><span class="r7">      </span><span class="r9">│</span><span class="r7">          </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> pose                </span><span class="r9">│</span><span class="r11"> The body position and stance of the mascot           </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> expression          </span><span class="r9">│</span><span class="r11"> The facial expression conveying the mascot&#x27;s mood    </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> Yes      </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">├─────────────────────┼──────────────────────────────────────────────────────┼──────┼──────────┤</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10"> accessories         </span><span class="r9">│</span><span class="r11"> Any props, clothing, or items the mascot carries or  </span><span class="r9">│</span><span class="r7"> text </span><span class="r9">│</span><span class="r7"> No       </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">│</span><span class="r10">                     </span><span class="r9">│</span><span class="r11"> wears                                                </span><span class="r9">│</span><span class="r7">      </span><span class="r9">│</span><span class="r7">          </span><span class="r9">│</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r9">└─────────────────────┴──────────────────────────────────────────────────────┴──────┴──────────┘</span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">ImagePrompt</span><span class="r8">                                                                            </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A detailed text prompt designed to guide an image generation system.</span><span class="r7">                </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
-
-
-<span class="r12">                                               Pipes                                                </span>
-<span class="r4">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">analyze_brand_identity</span><span class="r7">                                                                     </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Analyzes the startup&#x27;s elevator pitch and brand guidelines to extract key brand </span><span class="r7">    </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">attributes, personality traits, color palette, and communication tone.</span><span class="r7">                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                               </span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">┌──────────────────┬─────────────────┐</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> elevator_pitch   </span><span class="r9">│</span><span class="r5"> ElevatorPitch   </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────────────────┼─────────────────┤</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_guidelines </span><span class="r9">│</span><span class="r5"> BrandGuidelines </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">└──────────────────┴─────────────────┘</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">BrandAnalysis</span><span class="r7">                                                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">llm_to_answer_questions</span><span class="r7">                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> You are a brand strategist expert. Your task is to analyze startup materials and extract a   </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> structured brand analysis. Focus on identifying the core identity elements that define the   </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> brand.                                                                                       </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Analyze the following startup materials to extract the brand identity:                       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @elevator_pitch                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_guidelines                                                                            </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Based on these materials, provide a structured brand analysis.                               </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">generate_mascot_concepts</span><span class="r7">                                                                   </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Brainstorms multiple animal mascot ideas that embody the brand identity, </span><span class="r7">           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">considering animal symbolism, appeal to target audience, and visual potential.</span><span class="r7">                   </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                           </span><span class="r7">                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">┌────────────────┬───────────────┐</span><span class="r7">                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_analysis </span><span class="r9">│</span><span class="r5"> BrandAnalysis </span><span class="r9">│</span><span class="r7">                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├────────────────┼───────────────┤</span><span class="r7">                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> elevator_pitch </span><span class="r9">│</span><span class="r5"> ElevatorPitch </span><span class="r9">│</span><span class="r7">                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">└────────────────┴───────────────┘</span><span class="r7">                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">MascotConcept[3]</span><span class="r7">                                                                         </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">cheap_llm_for_creativity</span><span class="r7">                                                              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> You are a creative brand strategist specializing in mascot design. Your task is to generate  </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> structured mascot concepts that align with a brand&#x27;s identity. Consider animal symbolism,    </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> cultural associations, and visual appeal when brainstorming ideas.                           </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Based on the following brand analysis and elevator pitch, brainstorm 3 distinct animal       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> mascot concepts that would effectively represent this startup&#x27;s brand identity.              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Consider:                                                                                    </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> - Animal symbolism and what traits each animal represents                                    </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> - Appeal to the target audience                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> - Visual potential for illustrations and marketing materials                                 </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> - How well the animal embodies the brand&#x27;s personality traits and tone                       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_analysis                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @elevator_pitch                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">select_best_mascot</span><span class="r7">                                                                         </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Evaluates the mascot concepts against brand analysis and guidelines, selecting the </span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">most fitting mascot with detailed visual and character specifications.</span><span class="r7">                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                               </span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">┌──────────────────┬─────────────────┐</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> mascot_concepts  </span><span class="r9">│</span><span class="r5"> MascotConcept   </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────────────────┼─────────────────┤</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_analysis   </span><span class="r9">│</span><span class="r5"> BrandAnalysis   </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────────────────┼─────────────────┤</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_guidelines </span><span class="r9">│</span><span class="r5"> BrandGuidelines </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">└──────────────────┴─────────────────┘</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">MascotSpecification</span><span class="r7">                                                                      </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">llm_to_answer_questions</span><span class="r7">                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> You are a brand strategist and mascot design expert. Your task is to evaluate mascot         </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> concepts and select the best one that aligns with the brand identity. You will output a      </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> structured mascot specification.                                                             </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Evaluate the following mascot concepts and select the one that best fits the brand identity. </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Consider how well each concept aligns with the brand&#x27;s personality, values, and visual       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> guidelines.                                                                                  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @mascot_concepts                                                                             </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_analysis                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_guidelines                                                                            </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Select the most fitting mascot and provide a detailed specification including the animal     </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> choice, a suggested name, comprehensive appearance details, pose, expression, and any        </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> accessories that reinforce the brand identity.                                               </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">write_image_prompt</span><span class="r7">                                                                         </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Crafts a detailed image generation prompt for creating a cute mascot illustration, </span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">incorporating the mascot specification and brand colors.</span><span class="r7">                                         </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                                  </span><span class="r7">                                                        </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">┌─────────────────┬─────────────────────┐</span><span class="r7">                                                        </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> selected_mascot </span><span class="r9">│</span><span class="r5"> MascotSpecification </span><span class="r9">│</span><span class="r7">                                                        </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├─────────────────┼─────────────────────┤</span><span class="r7">                                                        </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_analysis  </span><span class="r9">│</span><span class="r5"> BrandAnalysis       </span><span class="r9">│</span><span class="r7">                                                        </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">└─────────────────┴─────────────────────┘</span><span class="r7">                                                        </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">ImagePrompt</span><span class="r7">                                                                              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">cheap_llm_for_creativity</span><span class="r7">                                                              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> You are an expert at crafting image generation prompts. Write concise, visually descriptive  </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> prompts that focus on key visual elements. Follow best practices: lead with subject, include </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">│</span><span class="r7"> style keywords, specify colors, and avoid verbose descriptions.                              </span><span class="r10">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r10">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Create a concise image generation prompt for a cute mascot illustration based on the         </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> following:                                                                                   </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @selected_mascot                                                                             </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Brand colors and tone:                                                                       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> @brand_analysis                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7">                                                                                              </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Write a single, focused prompt that captures the mascot&#x27;s appearance, pose, expression, and  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> incorporates the brand&#x27;s color palette. Keep it under 100 words and optimized for image      </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> generation.                                                                                  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">generate_mascot_image</span><span class="r7">                                                                      </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeImgGen</span><span class="r7"> (PipeOperator)                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Generates the cute animal mascot illustration from the crafted prompt.</span><span class="r7">              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Input: </span><span class="r14">mascot_prompt</span><span class="r7"> (</span><span class="r5">ImagePrompt</span><span class="r7">)                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Image Generation Skill: </span><span class="r2">gen_image_high_quality</span><span class="r7">                                                   </span><span class="r4">│</span>
-<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r12">create_startup_mascot</span><span class="r7">                                                                      </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r13">PipeSequence</span><span class="r7"> (PipeController)                                                              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Main pipeline that takes a startup&#x27;s elevator pitch and brand guidelines, analyzes </span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">the brand, generates mascot concepts, selects the best one, and produces a cute mascot </span><span class="r7">          </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">illustration.</span><span class="r7">                                                                                    </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r7">Inputs:                               </span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">┌──────────────────┬─────────────────┐</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> elevator_pitch   </span><span class="r9">│</span><span class="r5"> ElevatorPitch   </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────────────────┼─────────────────┤</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│</span><span class="r14"> brand_guidelines </span><span class="r9">│</span><span class="r5"> BrandGuidelines </span><span class="r9">│</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">└──────────────────┴─────────────────┘</span><span class="r7">                                                           </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r7">Sequence Steps:                                      </span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">┏━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">┃ Step ┃ Pipe                     ┃ Result name     ┃</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">┡━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│    1 │</span><span class="r4"> analyze_brand_identity   </span><span class="r9">│</span><span class="r14"> brand_analysis  </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────┼──────────────────────────┼─────────────────┤</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│    2 │</span><span class="r4"> generate_mascot_concepts </span><span class="r9">│</span><span class="r14"> mascot_concepts </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────┼──────────────────────────┼─────────────────┤</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│    3 │</span><span class="r4"> select_best_mascot       </span><span class="r9">│</span><span class="r14"> selected_mascot </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────┼──────────────────────────┼─────────────────┤</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│    4 │</span><span class="r4"> write_image_prompt       </span><span class="r9">│</span><span class="r14"> mascot_prompt   </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">├──────┼──────────────────────────┼─────────────────┤</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">│    5 │</span><span class="r4"> generate_mascot_image    </span><span class="r9">│</span><span class="r14"> mascot_image    </span><span class="r9">│</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r9">└──────┴──────────────────────────┴─────────────────┘</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
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-</text><text class="terminal-2170499588-r5" x="0" y="3753.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-153)">│</text><text class="terminal-2170499588-r7" x="24.4" y="3753.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-153)">│</text><text class="terminal-2170499588-r3" x="48.8" y="3753.2" textLength="1122.4" clip-path="url(#terminal-2170499588-line-153)">Based&#160;on&#160;the&#160;following&#160;brand&#160;analysis&#160;and&#160;elevator&#160;pitch,&#160;brainstorm&#160;3&#160;distinct&#160;animal&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="terminal-2170499588-r7" x="1183.4" y="3753.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-153)">│</text><text class="terminal-2170499588-r5" x="1207.8" y="3753.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-153)">│</text><text class="terminal-2170499588-r3" x="1220" y="3753.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-153)">
-</text><text class="terminal-2170499588-r5" x="0" y="3777.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-154)">│</text><text class="terminal-2170499588-r7" x="24.4" y="3777.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-154)">│</text><text class="terminal-2170499588-r3" x="48.8" y="3777.6" textLength="1122.4" clip-path="url(#terminal-2170499588-line-154)">mascot&#160;concepts&#160;that&#160;would&#160;effectively&#160;represent&#160;this&#160;startup&#x27;s&#160;brand&#160;identity.&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="terminal-2170499588-r7" x="1183.4" y="3777.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-154)">│</text><text class="terminal-2170499588-r5" x="1207.8" y="3777.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-154)">│</text><text class="terminal-2170499588-r3" x="1220" y="3777.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-154)">
-</text><text class="terminal-2170499588-r5" x="0" y="3802" textLength="12.2" clip-path="url(#terminal-2170499588-line-155)">│</text><text class="terminal-2170499588-r7" x="24.4" y="3802" textLength="12.2" clip-path="url(#terminal-2170499588-line-155)">│</text><text class="terminal-2170499588-r7" x="1183.4" y="3802" textLength="12.2" clip-path="url(#terminal-2170499588-line-155)">│</text><text class="terminal-2170499588-r5" x="1207.8" y="3802" textLength="12.2" clip-path="url(#terminal-2170499588-line-155)">│</text><text class="terminal-2170499588-r3" x="1220" y="3802" textLength="12.2" clip-path="url(#terminal-2170499588-line-155)">
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-</text><text class="terminal-2170499588-r5" x="0" y="4753.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-194)">│</text><text class="terminal-2170499588-r7" x="24.4" y="4753.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-194)">│</text><text class="terminal-2170499588-r3" x="48.8" y="4753.6" textLength="1122.4" clip-path="url(#terminal-2170499588-line-194)">Evaluate&#160;the&#160;following&#160;mascot&#160;concepts&#160;and&#160;select&#160;the&#160;one&#160;that&#160;best&#160;fits&#160;the&#160;brand&#160;identity.</text><text class="terminal-2170499588-r7" x="1183.4" y="4753.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-194)">│</text><text class="terminal-2170499588-r5" x="1207.8" y="4753.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-194)">│</text><text class="terminal-2170499588-r3" x="1220" y="4753.6" textLength="12.2" clip-path="url(#terminal-2170499588-line-194)">
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-</text><text class="terminal-2170499588-r5" x="0" y="4826.8" textLength="12.2" clip-path="url(#terminal-2170499588-line-197)">│</text><text class="terminal-2170499588-r7" x="24.4" y="4826.8" textLength="12.2" clip-path="url(#terminal-2170499588-line-197)">│</text><text class="terminal-2170499588-r7" x="1183.4" y="4826.8" textLength="12.2" clip-path="url(#terminal-2170499588-line-197)">│</text><text class="terminal-2170499588-r5" x="1207.8" y="4826.8" textLength="12.2" clip-path="url(#terminal-2170499588-line-197)">│</text><text class="terminal-2170499588-r3" x="1220" y="4826.8" textLength="12.2" clip-path="url(#terminal-2170499588-line-197)">
-</text><text class="terminal-2170499588-r5" x="0" y="4851.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-198)">│</text><text class="terminal-2170499588-r7" x="24.4" y="4851.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-198)">│</text><text class="terminal-2170499588-r3" x="48.8" y="4851.2" textLength="1122.4" clip-path="url(#terminal-2170499588-line-198)">@mascot_concepts&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="terminal-2170499588-r7" x="1183.4" y="4851.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-198)">│</text><text class="terminal-2170499588-r5" x="1207.8" y="4851.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-198)">│</text><text class="terminal-2170499588-r3" x="1220" y="4851.2" textLength="12.2" clip-path="url(#terminal-2170499588-line-198)">
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diff --git a/pipeline_01/inputs.json b/pipeline_01/inputs.json
deleted file mode 100644
index 559ee5b..0000000
--- a/pipeline_01/inputs.json
+++ /dev/null
@@ -1,10 +0,0 @@
-{
-  "elevator_pitch": {
-    "concept": "startup_mascot_design.ElevatorPitch",
-    "content": "elevator_pitch_text"
-  },
-  "brand_guidelines": {
-    "concept": "startup_mascot_design.BrandGuidelines",
-    "content": "brand_guidelines_text"
-  }
-}
\ No newline at end of file
diff --git a/pipeline_01/run_create_startup_mascot.py b/pipeline_01/run_create_startup_mascot.py
deleted file mode 100644
index 316f300..0000000
--- a/pipeline_01/run_create_startup_mascot.py
+++ /dev/null
@@ -1,28 +0,0 @@
-import asyncio
-
-from pipelex.pipelex import Pipelex
-from pipelex.pipeline.execute import execute_pipeline
-
-
-async def run_create_startup_mascot():
-    return await execute_pipeline(
-        pipe_code="create_startup_mascot",
-        inputs={
-            "elevator_pitch": {
-                "concept": "startup_mascot_design.ElevatorPitch",
-                "content": "elevator_pitch_text",
-            },
-            "brand_guidelines": {
-                "concept": "startup_mascot_design.BrandGuidelines",
-                "content": "brand_guidelines_text",
-            },
-        },
-    )
-
-
-if __name__ == "__main__":
-    # Initialize Pipelex
-    Pipelex.make()
-
-    # Run the pipeline
-    result = asyncio.run(run_create_startup_mascot())

From 78e998abccb695a76da84428822b8a83dd541b43 Mon Sep 17 00:00:00 2001
From: Louis Choquel <louis@pipelex.com>
Date: Tue, 9 Dec 2025 22:32:43 +0100
Subject: [PATCH 07/22] Update to support Gateway

---
 .../inference/backends/pipelex_gateway.toml   | 408 +-----------------
 .pipelex/inference/deck/demo_deck.toml        |   4 +-
 .pipelex/pipelex.toml                         |   4 +-
 .pipelex/pipelex_service.toml                 |  19 +
 .pipelex/telemetry.toml                       |  10 +-
 .../run_analyze_cv_and_generate_questions.py  |  17 +-
 data/CVx2/CV-01.pdf                           | Bin 0 -> 53980 bytes
 data/CVx2/CV-02.pdf                           | Bin 0 -> 53980 bytes
 data/CVx5/CV-01.pdf                           | Bin 0 -> 53980 bytes
 data/CVx5/CV-02.pdf                           | Bin 0 -> 53980 bytes
 data/CVx5/CV-03.pdf                           | Bin 0 -> 53980 bytes
 data/CVx5/CV-04.pdf                           | Bin 0 -> 53980 bytes
 data/CVx5/CV-05.pdf                           | Bin 0 -> 53980 bytes
 uv.lock                                       | 138 ++++++
 14 files changed, 197 insertions(+), 403 deletions(-)
 create mode 100644 .pipelex/pipelex_service.toml
 create mode 100644 data/CVx2/CV-01.pdf
 create mode 100644 data/CVx2/CV-02.pdf
 create mode 100644 data/CVx5/CV-01.pdf
 create mode 100644 data/CVx5/CV-02.pdf
 create mode 100644 data/CVx5/CV-03.pdf
 create mode 100644 data/CVx5/CV-04.pdf
 create mode 100644 data/CVx5/CV-05.pdf

diff --git a/.pipelex/inference/backends/pipelex_gateway.toml b/.pipelex/inference/backends/pipelex_gateway.toml
index dfb6934..cfc1566 100644
--- a/.pipelex/inference/backends/pipelex_gateway.toml
+++ b/.pipelex/inference/backends/pipelex_gateway.toml
@@ -1,398 +1,28 @@
 ################################################################################
-# Pipelex Gateway Configuration
+# Pipelex Gateway Local Overrides
 ################################################################################
 #
-# This file defines the model specifications for the Pipelex Gateway backend.
-# It contains model definitions for various AI models:
-# LLMs of course but also image generation models and document extraction models.
+# WARNING: USE AT YOUR OWN RISK!
 #
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
-# - Model costs are in USD per million tokens (input/output)
+# The actual model configuration is fetched remotely from Pipelex servers.
+# Any override in this file may cause unexpected behavior or failures,
+# as the remote configuration may change at any time.
 #
-# Documentation: https://docs.pipelex.com
+# If you must override, you may ONLY use these keys per model:
+#   - sdk
+#   - structure_method
+#
+# All other keys will be ignored.
+#
+# If you need custom configurations, consider using your own API keys
+# with direct provider backends (openai, anthropic, etc.) instead.
+#
+# Documentation: https://docs.pipelex.com/gateway-overrides
 # Support: https://go.pipelex.com/discord
 #
 ################################################################################
 
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "gateway_completions"
-structure_method = "instructor/openai_tools"
-prompting_target = "anthropic"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- OpenAI LLMs --------------------------------------------------------------
-[gpt-4o-mini]
-model_id = "gpt-4o-mini-2024-07-18"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.6 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[gpt-4o]
-model_id = "gpt-4o-2024-11-20"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.5, output = 10.0 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-["gpt-4.1-nano"]
-model_id = "gpt-4.1-nano-2025-04-14"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.1, output = 0.4 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-["gpt-4.1-mini"]
-model_id = "gpt-4.1-mini-2025-04-14"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.4, output = 1.6 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-["gpt-4.1"]
-model_id = "gpt-4.1-2025-04-14"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2, output = 8 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[o1-mini]
-model_id = "o1-mini-2024-09-12"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 3.0, output = 12.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[o1]
-model_id = "o1-2024-12-17"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 15.0, output = 60.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[o3-mini]
-model_id = "o3-mini-2025-01-31"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.1, output = 4.4 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[o3]
-model_id = "o3-2025-04-16"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2, output = 8 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[o4-mini]
-model_id = "o4-mini-2025-04-16"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.1, output = 4.4 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[gpt-5-nano]
-model_id = "gpt-5-nano-2025-08-07"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.05, output = 0.4 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[gpt-5-mini]
-model_id = "gpt-5-mini-2025-08-07"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.25, output = 2.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[gpt-5-chat]
-model_id = "gpt-5-chat-2025-08-07"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-[gpt-5]
-model_id = "gpt-5-2025-08-07"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-["gpt-5.1-chat"]
-model_id = "gpt-5.1-chat-2025-11-13"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-["gpt-5.1"]
-model_id = "gpt-5.1-2025-11-13"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-["gpt-5.1-codex"]
-model_id = "gpt-5.1-codex-2025-11-13"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "gateway_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-config = "pc-openai-ba0fa7"
-
-# --- OpenAI GPT-OSS Models ----------------------------------------------------
-["gpt-oss-20b"]
-model_id = "openai.gpt-oss-20b-1:0"
-max_tokens = 65536
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.075, output = 0.30 }
-x-portkey-config = "pc-gptoss-fb48b7"
-
-["gpt-oss-120b"]
-model_id = "openai.gpt-oss-120b-1:0"
-max_tokens = 65536
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.60 }
-x-portkey-config = "pc-gptoss-fb48b7"
-
-# --- Claude LLMs --------------------------------------------------------------
-
-["claude-3.7-sonnet"]
-model_id = "us.anthropic.claude-3-7-sonnet-20250219-v1:0"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-config = "pc-claude-aae09f"
-
-[claude-4-sonnet]
-model_id = "us.anthropic.claude-sonnet-4-20250514-v1:0"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-config = "pc-claude-aae09f"
-
-[claude-4-opus]
-model_id = "us.anthropic.claude-opus-4-20250514-v1:0"
-max_tokens = 32000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-config = "pc-claude-aae09f"
-
-["claude-4.1-opus"]
-model_id = "us.anthropic.claude-opus-4-1-20250805-v1:0"
-max_tokens = 32000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-config = "pc-claude-aae09f"
-
-["claude-4.5-sonnet"]
-model_id = "us.anthropic.claude-sonnet-4-5-20250929-v1:0"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-config = "pc-claude-aae09f"
-
-["claude-4.5-haiku"]
-model_id = "us.anthropic.claude-haiku-4-5-20251001-v1:0"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 1.0, output = 5.0 }
-x-portkey-config = "pc-claude-aae09f"
-
-["claude-4.5-opus"]
-model_id = "global.anthropic.claude-opus-4-5-20251101-v1:0"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 5.0, output = 25.0 }
-x-portkey-config = "pc-claude-aae09f"
-
-# --- DeepSeek LLMs --------------------------------------------------------------
-# [deepseek-r1]
-# model_id = "deepseek.r1-v1:0"
-# inputs = ["text", "images"]
-# outputs = ["text", "structured"]
-# costs = { input = 0, output = 0 }
-# structure_method = "instructor/json"
-# x-portkey-config = "pc-bedroc-96f922"
-
-["deepseek-v3.1"]
-model_id = "deepseek.v3-v1:0"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0, output = 0 }
-structure_method = "instructor/json"
-x-portkey-config = "pc-bedroc-96f922"
-
-# --- Gemini LLMs --------------------------------------------------------------
-["gemini-2.0-flash"]
-model_id = "gemini-2.0-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.10, output = 0.40 }
-x-portkey-config = "pc-google-b19ef8"
-
-["gemini-2.5-pro"]
-model_id = "gemini-2.5-pro"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 1.25, output = 10.0 }
-x-portkey-config = "pc-google-b19ef8"
-
-["gemini-2.5-flash"]
-model_id = "gemini-2.5-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.30, output = 2.50 }
-x-portkey-config = "pc-google-b19ef8"
-
-["gemini-2.5-flash-lite"]
-model_id = "gemini-2.5-flash-lite"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.10, output = 0.40 }
-x-portkey-config = "pc-google-b19ef8"
-
-["gemini-3.0-pro"]
-model_id = "gemini-3-pro-preview"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 2, output = 12.0 }
-x-portkey-config = "pc-google-b19ef8"
-
-# --- Qwen LLMs --------------------------------------------------------------
-["qwen3-vl-235b-a22b"]
-model_id = "qwen.qwen3-vl-235b-a22b"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0, output = 0 }
-structure_method = "instructor/json"
-x-portkey-config = "pc-bedroc-96f922"
-
-# --- XAI LLMs --------------------------------------------------------------
-
-[grok-3]
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 3, output = 15 }
-x-portkey-config = "pc-azure-551745"
-
-[grok-3-mini]
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.3, output = 0.5 }
-x-portkey-config = "pc-azure-551745"
-
-# [grok-4]
-# inputs = ["text", "images"]
-# outputs = ["text", "structured"]
-# costs = { input = 3, output = 15 }
-# x-portkey-config = "pc-azure-551745"
-
-# [grok-4-fast-reasoning]
-# inputs = ["text", "images"]
-# outputs = ["text", "structured"]
-# costs = { input = 3, output = 15 }
-# x-portkey-config = "pc-azure-551745"
-
-[grok-4-fast-non-reasoning]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 3, output = 15 }
-x-portkey-config = "pc-xai-70a222"
-
-################################################################################
-# DOCUMENT EXTRACTION MODELS
-################################################################################
-
-[mistral-ocr]
-# "mistral-document-ai-2505" provides the same capabilities as "mistral-ocr" and more but currently we use it like "mistral-ocr"
-model_id = "mistral-document-ai-2505"
-model_type = "text_extractor"
-max_tokens = 4096
-inputs = ["pdf", "image"]
-outputs = ["pages"]
-costs = { input = 0, output = 0 }     # TODO handle cost per page 3$/1K pages
-sdk = "gateway_extract"
-x-portkey-config = "pc-misdoc-b4ae47"
-
-
-################################################################################
-# IMAGE GENERATION MODELS
-################################################################################
-
-# We are still working in giving you acces to image generation models
-# through the Pipelex Gateway.
+# Per-model overrides example:
+# [gpt-4o]
+# sdk = "gateway_responses"
+# structure_method = "instructor/openai_responses_tools"
diff --git a/.pipelex/inference/deck/demo_deck.toml b/.pipelex/inference/deck/demo_deck.toml
index 5a5932c..8bceb41 100644
--- a/.pipelex/inference/deck/demo_deck.toml
+++ b/.pipelex/inference/deck/demo_deck.toml
@@ -1,4 +1,4 @@
 [llm.presets]
 
-# llm_for_recruitment = { model = "gpt-4o-mini", temperature = 0.3 }
-llm_for_recruitment = { model = "qwen3-235b-a22b-instruct-2507", temperature = 0.3 }
+llm_for_recruitment = { model = "gpt-4o-mini", temperature = 0.3 }
+# llm_for_recruitment = { model = "qwen3-235b-a22b-instruct-2507", temperature = 0.3 }
diff --git a/.pipelex/pipelex.toml b/.pipelex/pipelex.toml
index 32b733a..9551520 100644
--- a/.pipelex/pipelex.toml
+++ b/.pipelex/pipelex.toml
@@ -51,14 +51,14 @@ fix_loop_max_attempts = 10
 # default_directory_base_name = "pipeline"
 
 [pipelex.log_config]
-default_log_level = "DEV"
+default_log_level = "INFO"
 
 # Uncomment to log to stderr instead of stdout
 # console_log_target = "stderr"
 # console_print_target = "stderr"
 
 [pipelex.log_config.package_log_levels]
-pipelex = "DEV"
+pipelex = "INFO"
 
 [cogt]
 [cogt.model_deck_config]
diff --git a/.pipelex/pipelex_service.toml b/.pipelex/pipelex_service.toml
new file mode 100644
index 0000000..a267e3a
--- /dev/null
+++ b/.pipelex/pipelex_service.toml
@@ -0,0 +1,19 @@
+####################################################################################################
+# Pipelex Service Configuration
+####################################################################################################
+#
+# This file stores settings related to Pipelex managed services.
+# Currently used for Pipelex Gateway terms acceptance.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+[gateway]
+# Set to true after accepting Pipelex Gateway terms of service.
+# When using pipelex_gateway, telemetry is enabled to monitor service usage.
+# We collect technical data (model, pipe type) and quantitative data (token counts)
+# but NOT your content, pipe codes, or output class names.
+# This value should only be set to true via 'pipelex init config' after user acceptance.
+terms_accepted = true
diff --git a/.pipelex/telemetry.toml b/.pipelex/telemetry.toml
index 4640a40..9584191 100644
--- a/.pipelex/telemetry.toml
+++ b/.pipelex/telemetry.toml
@@ -10,7 +10,7 @@
 #
 ####################################################################################################
 
-telemetry_mode = "off"                                         # Values: "off" | "anonymous" | "identified"
+telemetry_mode = "identified"                                        # Values: "off" | "anonymous" | "identified"
 host = "https://eu.i.posthog.com"
 project_api_key = "phc_HPJnNKpIXh0SxNDYyTAyUtnq9KxNNZJWQszynsWVx4Y"
 respect_dnt = true
@@ -18,4 +18,10 @@ redact = ["prompt", "system_prompt", "response", "file_path", "url"]
 geoip_enabled = true
 dry_mode_enabled = false
 verbose_enabled = false
-user_id = ""
+user_id = "pipelex-demo"
+ai_tracing_enabled = true                                            # Enable OpenTelemetry tracing for AI operations
+capture_content_enabled = true                                       # Controls gen_ai.prompt/completion content capture for OTel
+capture_pipe_codes_enabled = true                                    # Controls whether pipe codes appear in span names/attributes
+capture_output_class_name_enabled = true                             # Controls whether output class names appear in span names/attributes
+langfuse_enabled = true                                              # Langfuse Integration (requires LANGFUSE_PUBLIC_KEY and LANGFUSE_SECRET_KEY env vars)
+# langfuse_base_url = "https://cloud.langfuse.com"  # Override for self-hosted Langfuse
diff --git a/cv_match_scw/run_analyze_cv_and_generate_questions.py b/cv_match_scw/run_analyze_cv_and_generate_questions.py
index 014a005..ffc7342 100644
--- a/cv_match_scw/run_analyze_cv_and_generate_questions.py
+++ b/cv_match_scw/run_analyze_cv_and_generate_questions.py
@@ -6,9 +6,11 @@
 from pipelex.core.stuffs.pdf_content import PDFContent
 from pipelex.pipelex import Pipelex
 from pipelex.pipeline.execute import execute_pipeline
+from pipelex.system.runtime import IntegrationMode
 
-CV_FOLDER = Path("data/CVs")
+# CV_FOLDER = Path("data/CVs")
 # CV_FOLDER = Path("data/OneCV")
+CV_FOLDER = Path("data/CVx2")
 
 
 def get_cv_pdf_contents() -> list[PDFContent]:
@@ -28,11 +30,10 @@ async def run_analyze_cvs_for_job_offer():
 
 if __name__ == "__main__":
     # Initialize Pipelex
-    Pipelex.make()
+    with Pipelex.make(integration_mode=IntegrationMode.CLI) as pipelex:
+        # Run the pipeline with timing
+        start_time = time.perf_counter()
+        result = asyncio.run(run_analyze_cvs_for_job_offer())
+        elapsed_time = time.perf_counter() - start_time
 
-    # Run the pipeline with timing
-    start_time = time.perf_counter()
-    result = asyncio.run(run_analyze_cvs_for_job_offer())
-    elapsed_time = time.perf_counter() - start_time
-
-    print(f"\n⏱️  Pipeline execution time: {elapsed_time:.2f} seconds")
+        print(f"\n⏱️  Pipeline execution time: {elapsed_time:.2f} seconds")
diff --git a/data/CVx2/CV-01.pdf b/data/CVx2/CV-01.pdf
new file mode 100644
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diff --git a/data/CVx5/CV-04.pdf b/data/CVx5/CV-04.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..370464453714f717a9fcc51f6a00475d5d4baafb
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diff --git a/uv.lock b/uv.lock
index 0b22332..98ebdaa 100644
--- a/uv.lock
+++ b/uv.lock
@@ -756,6 +756,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ec/66/03f663e7bca7abe9ccfebe6cb3fe7da9a118fd723a5abb278d6117e7990e/google_genai-1.52.0-py3-none-any.whl", hash = "sha256:c8352b9f065ae14b9322b949c7debab8562982f03bf71d44130cd2b798c20743", size = 261219, upload-time = "2025-11-21T02:18:54.515Z" },
 ]
 
+[[package]]
+name = "googleapis-common-protos"
+version = "1.72.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e5/7b/adfd75544c415c487b33061fe7ae526165241c1ea133f9a9125a56b39fd8/googleapis_common_protos-1.72.0.tar.gz", hash = "sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5", size = 147433, upload-time = "2025-11-06T18:29:24.087Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c4/ab/09169d5a4612a5f92490806649ac8d41e3ec9129c636754575b3553f4ea4/googleapis_common_protos-1.72.0-py3-none-any.whl", hash = "sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038", size = 297515, upload-time = "2025-11-06T18:29:13.14Z" },
+]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -820,6 +832,18 @@ wheels = [
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 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "8.7.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "zipp" },
+]
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+]
+
 [[package]]
 name = "iniconfig"
 version = "2.3.0"
@@ -1666,6 +1690,88 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/55/4f/dbc0c124c40cb390508a82770fb9f6e3ed162560181a85089191a851c59a/openai-2.8.1-py3-none-any.whl", hash = "sha256:c6c3b5a04994734386e8dad3c00a393f56d3b68a27cd2e8acae91a59e4122463", size = 1022688, upload-time = "2025-11-17T22:39:57.675Z" },
 ]
 
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+version = "1.39.0"
+source = { registry = "https://pypi.org/simple" }
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+    { name = "importlib-metadata" },
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+[[package]]
+name = "opentelemetry-exporter-otlp-proto-http"
+version = "1.39.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "googleapis-common-protos" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-common" },
+    { name = "opentelemetry-proto" },
+    { name = "opentelemetry-sdk" },
+    { name = "requests" },
+    { name = "typing-extensions" },
+]
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+[[package]]
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+[[package]]
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+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-semantic-conventions" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/51/e3/7cd989003e7cde72e0becfe830abff0df55c69d237ee7961a541e0167833/opentelemetry_sdk-1.39.0.tar.gz", hash = "sha256:c22204f12a0529e07aa4d985f1bca9d6b0e7b29fe7f03e923548ae52e0e15dde", size = 171322, upload-time = "2025-12-03T13:20:09.651Z" }
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+
+[[package]]
+name = "opentelemetry-semantic-conventions"
+version = "0.60b0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "opentelemetry-api" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/71/0e/176a7844fe4e3cb5de604212094dffaed4e18b32f1c56b5258bcbcba85c2/opentelemetry_semantic_conventions-0.60b0.tar.gz", hash = "sha256:227d7aa73cbb8a2e418029d6b6465553aa01cf7e78ec9d0bc3255c7b3ac5bf8f", size = 137935, upload-time = "2025-12-03T13:20:12.395Z" }
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+]
+
 [[package]]
 name = "packaging"
 version = "25.0"
@@ -1799,6 +1905,10 @@ dependencies = [
     { name = "networkx", version = "3.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
     { name = "networkx", version = "3.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "openai" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
+    { name = "opentelemetry-semantic-conventions" },
     { name = "pillow" },
     { name = "polyfactory" },
     { name = "portkey-ai" },
@@ -1865,6 +1975,10 @@ requires-dist = [
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
     { name = "networkx", specifier = ">=3.4.2" },
     { name = "openai", specifier = ">=1.108.1" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
+    { name = "opentelemetry-semantic-conventions" },
     { name = "pillow", specifier = ">=11.2.1" },
     { name = "polyfactory", specifier = ">=2.21.0" },
     { name = "portkey-ai", specifier = ">=2.1.0" },
@@ -2096,6 +2210,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5b/5a/bc7b4a4ef808fa59a816c17b20c4bef6884daebbdf627ff2a161da67da19/propcache-0.4.1-py3-none-any.whl", hash = "sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237", size = 13305, upload-time = "2025-10-08T19:49:00.792Z" },
 ]
 
+[[package]]
+name = "protobuf"
+version = "6.33.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/34/44/e49ecff446afeec9d1a66d6bbf9adc21e3c7cea7803a920ca3773379d4f6/protobuf-6.33.2.tar.gz", hash = "sha256:56dc370c91fbb8ac85bc13582c9e373569668a290aa2e66a590c2a0d35ddb9e4", size = 444296, upload-time = "2025-12-06T00:17:53.311Z" }
+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/64/20/4d50191997e917ae13ad0a235c8b42d8c1ab9c3e6fd455ca16d416944355/protobuf-6.33.2-cp310-abi3-win_amd64.whl", hash = "sha256:fc2a0e8b05b180e5fc0dd1559fe8ebdae21a27e81ac77728fb6c42b12c7419b4", size = 436930, upload-time = "2025-12-06T00:17:43.278Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/ca/7e485da88ba45c920fb3f50ae78de29ab925d9e54ef0de678306abfbb497/protobuf-6.33.2-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:d9b19771ca75935b3a4422957bc518b0cecb978b31d1dd12037b088f6bcc0e43", size = 427621, upload-time = "2025-12-06T00:17:44.445Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/4f/f743761e41d3b2b2566748eb76bbff2b43e14d5fcab694f494a16458b05f/protobuf-6.33.2-cp39-abi3-manylinux2014_aarch64.whl", hash = "sha256:b5d3b5625192214066d99b2b605f5783483575656784de223f00a8d00754fc0e", size = 324460, upload-time = "2025-12-06T00:17:45.678Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/fa/26468d00a92824020f6f2090d827078c09c9c587e34cbfd2d0c7911221f8/protobuf-6.33.2-cp39-abi3-manylinux2014_s390x.whl", hash = "sha256:8cd7640aee0b7828b6d03ae518b5b4806fdfc1afe8de82f79c3454f8aef29872", size = 339168, upload-time = "2025-12-06T00:17:46.813Z" },
+    { url = "https://files.pythonhosted.org/packages/56/13/333b8f421738f149d4fe5e49553bc2a2ab75235486259f689b4b91f96cec/protobuf-6.33.2-cp39-abi3-manylinux2014_x86_64.whl", hash = "sha256:1f8017c48c07ec5859106533b682260ba3d7c5567b1ca1f24297ce03384d1b4f", size = 323270, upload-time = "2025-12-06T00:17:48.253Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/15/4f02896cc3df04fc465010a4c6a0cd89810f54617a32a70ef531ed75d61c/protobuf-6.33.2-py3-none-any.whl", hash = "sha256:7636aad9bb01768870266de5dc009de2d1b936771b38a793f73cbbf279c91c5c", size = 170501, upload-time = "2025-12-06T00:17:52.211Z" },
+]
+
 [[package]]
 name = "pyasn1"
 version = "0.6.1"
@@ -3138,3 +3267,12 @@ name = "yattag"
 version = "1.16.1"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/1c/1a/d3b2a2b8f843f5e7138471c4a5c9172ef62bb41239aa4371784b7448110c/yattag-1.16.1.tar.gz", hash = "sha256:baa8f254e7ea5d3e0618281ad2ff5610e0e5360b3608e695c29bfb3b29d051f4", size = 29069, upload-time = "2024-11-02T22:38:30.443Z" }
+
+[[package]]
+name = "zipp"
+version = "3.23.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547, upload-time = "2025-06-08T17:06:39.4Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276, upload-time = "2025-06-08T17:06:38.034Z" },
+]

From 5b383d040654d01a463f8826c5ee2c738e608652 Mon Sep 17 00:00:00 2001
From: Louis Choquel <8851983+lchoquel@users.noreply.github.com>
Date: Sun, 14 Dec 2025 21:58:24 +0100
Subject: [PATCH 08/22] Use Gateway (local dep)

---
 .env.example              |   2 +-
 my_project/hello_world.py |   9 +-
 pyproject.toml            |   4 +
 uv.lock                   | 249 ++++++++++++++++++++++++++++++++++++--
 4 files changed, 250 insertions(+), 14 deletions(-)

diff --git a/.env.example b/.env.example
index 22b29d7..cbc7ad2 100644
--- a/.env.example
+++ b/.env.example
@@ -1 +1 @@
-PIPELEX_INFERENCE_API_KEY=
\ No newline at end of file
+PIPELEX_GATEWAY_API_KEY=
\ No newline at end of file
diff --git a/my_project/hello_world.py b/my_project/hello_world.py
index 5614816..7249a14 100644
--- a/my_project/hello_world.py
+++ b/my_project/hello_world.py
@@ -17,8 +17,11 @@ async def hello_world():
     # Print the output
     pretty_print(pipe_output, title="Your first Pipelex output")
 
+    # get the generated text
+    generated_text = pipe_output.main_stuff_as_str
+    pretty_print(generated_text, title="Generated text")
+
 
 # start Pipelex
-Pipelex.make()
-# run sample using asyncio
-asyncio.run(hello_world())
+with Pipelex.make():
+    asyncio.run(hello_world())
diff --git a/pyproject.toml b/pyproject.toml
index 1cfd5d7..821ce0d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,6 +19,10 @@ dependencies = [
     "pipelex[mistralai,anthropic,google,google-genai,bedrock,fal]==0.17.3",
 ]
 
+[tool.uv.sources]
+pipelex = { path = "../pipelex", editable = true }
+
+
 [tool.setuptools]
 packages = ["my_project"]
 include-package-data = true
diff --git a/uv.lock b/uv.lock
index f5923b6..66406c0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -343,6 +343,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/68/b6/f624f5143bc5f7a66b79fc40e67b30b9584471a6143062af420bc83ae887/botocore_stubs-1.41.6-py3-none-any.whl", hash = "sha256:859e4147b5b14dc5eb64fc84fa02424839354368a0fea41da52c7a1d06427e37", size = 66748, upload-time = "2025-12-01T04:14:12.833Z" },
 ]
 
+[[package]]
+name = "cached-property"
+version = "2.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/76/4b/3d870836119dbe9a5e3c9a61af8cc1a8b69d75aea564572e385882d5aefb/cached_property-2.0.1.tar.gz", hash = "sha256:484d617105e3ee0e4f1f58725e72a8ef9e93deee462222dbd51cd91230897641", size = 10574, upload-time = "2024-10-25T15:43:55.667Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/11/0e/7d8225aab3bc1a0f5811f8e1b557aa034ac04bdf641925b30d3caf586b28/cached_property-2.0.1-py3-none-any.whl", hash = "sha256:f617d70ab1100b7bcf6e42228f9ddcb78c676ffa167278d9f730d1c2fba69ccb", size = 7428, upload-time = "2024-10-25T15:43:54.711Z" },
+]
+
 [[package]]
 name = "cachetools"
 version = "6.2.2"
@@ -747,6 +756,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ec/66/03f663e7bca7abe9ccfebe6cb3fe7da9a118fd723a5abb278d6117e7990e/google_genai-1.52.0-py3-none-any.whl", hash = "sha256:c8352b9f065ae14b9322b949c7debab8562982f03bf71d44130cd2b798c20743", size = 261219, upload-time = "2025-11-21T02:18:54.515Z" },
 ]
 
+[[package]]
+name = "googleapis-common-protos"
+version = "1.72.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e5/7b/adfd75544c415c487b33061fe7ae526165241c1ea133f9a9125a56b39fd8/googleapis_common_protos-1.72.0.tar.gz", hash = "sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5", size = 147433, upload-time = "2025-11-06T18:29:24.087Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c4/ab/09169d5a4612a5f92490806649ac8d41e3ec9129c636754575b3553f4ea4/googleapis_common_protos-1.72.0-py3-none-any.whl", hash = "sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038", size = 297515, upload-time = "2025-11-06T18:29:13.14Z" },
+]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -811,6 +832,18 @@ wheels = [
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 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "8.7.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/0e/15/4f02896cc3df04fc465010a4c6a0cd89810f54617a32a70ef531ed75d61c/protobuf-6.33.2-py3-none-any.whl", hash = "sha256:7636aad9bb01768870266de5dc009de2d1b936771b38a793f73cbbf279c91c5c", size = 170501, upload-time = "2025-12-06T00:17:52.211Z" },
+]
+
 [[package]]
 name = "pyasn1"
 version = "0.6.1"
@@ -2705,6 +2919,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/bd/e0/1eed384f02555dde685fff1a1ac805c1c7dcb6dd019c916fe659b1c1f9ec/types_pyyaml-6.0.12.20250915-py3-none-any.whl", hash = "sha256:e7d4d9e064e89a3b3cae120b4990cd370874d2bf12fa5f46c97018dd5d3c9ab6", size = 20338, upload-time = "2025-09-15T03:00:59.218Z" },
 ]
 
+[[package]]
+name = "types-requests"
+version = "2.32.4.20250913"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/36/27/489922f4505975b11de2b5ad07b4fe1dca0bca9be81a703f26c5f3acfce5/types_requests-2.32.4.20250913.tar.gz", hash = "sha256:abd6d4f9ce3a9383f269775a9835a4c24e5cd6b9f647d64f88aa4613c33def5d", size = 23113, upload-time = "2025-09-13T02:40:02.309Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2a/20/9a227ea57c1285986c4cf78400d0a91615d25b24e257fd9e2969606bdfae/types_requests-2.32.4.20250913-py3-none-any.whl", hash = "sha256:78c9c1fffebbe0fa487a418e0fa5252017e9c60d1a2da394077f1780f655d7e1", size = 20658, upload-time = "2025-09-13T02:40:01.115Z" },
+]
+
 [[package]]
 name = "types-s3transfer"
 version = "0.15.0"
@@ -3036,7 +3262,10 @@ wheels = [
 ]
 
 [[package]]
-name = "yattag"
-version = "1.16.1"
+name = "zipp"
+version = "3.23.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/1c/1a/d3b2a2b8f843f5e7138471c4a5c9172ef62bb41239aa4371784b7448110c/yattag-1.16.1.tar.gz", hash = "sha256:baa8f254e7ea5d3e0618281ad2ff5610e0e5360b3608e695c29bfb3b29d051f4", size = 29069, upload-time = "2024-11-02T22:38:30.443Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547, upload-time = "2025-06-08T17:06:39.4Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276, upload-time = "2025-06-08T17:06:38.034Z" },
+]

From cf7a6372adc75b21cc1b04f3b263158b24eeb542 Mon Sep 17 00:00:00 2001
From: Louis Choquel <8851983+lchoquel@users.noreply.github.com>
Date: Sun, 4 Jan 2026 01:06:25 +0100
Subject: [PATCH 09/22] update pipelex, proper CV inputs to demo

---
 .gitignore                                    |   2 +
 .pipelex/inference/backends.toml              |  19 ++--
 .pipelex/inference/backends/azure_openai.toml |  66 +++++++++++-
 .pipelex/inference/backends/blackboxai.toml   |  20 ++--
 .pipelex/inference/backends/fal.toml          |  50 +++++++++
 .pipelex/inference/backends/google.toml       |  25 +++++
 .pipelex/inference/backends/huggingface.toml  |  43 ++++++++
 .pipelex/inference/backends/internal.toml     |   8 ++
 .pipelex/inference/backends/mistral.toml      |  26 ++++-
 .pipelex/inference/backends/openai.toml       |  75 +++++++++----
 .../inference/backends/pipelex_gateway.toml   |  19 +++-
 .pipelex/inference/deck/base_deck.toml        |  13 ++-
 .pipelex/inference/deck/demo_deck.toml        |  16 ++-
 .pipelex/inference/routing_profiles.toml      |  57 ++++------
 .pipelex/pipelex.toml                         |  86 ++++++++-------
 .pipelex/pipelex_override.toml                |  38 +++++++
 .pipelex/pipelex_service.toml                 |  12 +--
 .pipelex/telemetry.toml                       | 101 ++++++++++++++----
 .pipelex/telemetry_override.toml              |  37 +++++++
 cv_match_scw/inputs.json                      |   8 +-
 .../run_analyze_cv_and_generate_questions.py  |   2 +-
 examples.sh                                   |   2 +
 22 files changed, 579 insertions(+), 146 deletions(-)
 create mode 100644 .pipelex/inference/backends/huggingface.toml
 create mode 100644 .pipelex/pipelex_override.toml
 create mode 100644 .pipelex/telemetry_override.toml

diff --git a/.gitignore b/.gitignore
index 29670a3..c922aae 100644
--- a/.gitignore
+++ b/.gitignore
@@ -31,3 +31,5 @@ results/
 temp/
 pipelex_super.toml
 base_llm_deck.toml
+pipeline_0*/
+.pipelex/storage
diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
index 5e5647b..fe15a92 100644
--- a/.pipelex/inference/backends.toml
+++ b/.pipelex/inference/backends.toml
@@ -12,24 +12,24 @@
 
 [pipelex_gateway]
 display_name = "⭐ Pipelex Gateway"
-enabled = true
+enabled = true                         # Enable after accepting terms via `pipelex init config`
 api_key = "${PIPELEX_GATEWAY_API_KEY}"
 
 [anthropic]
-enabled = false
+enabled = true
 api_key = "${ANTHROPIC_API_KEY}"
 valued_constraints = { max_output_tokens_limit = 8192 }
 
 [azure_openai]
 display_name = "Azure OpenAI"
-enabled = false
+enabled = true
 endpoint = "${AZURE_API_BASE}"
 api_key = "${AZURE_API_KEY}"
 api_version = "${AZURE_API_VERSION}"
 
 [bedrock]
 display_name = "Amazon Bedrock"
-enabled = false
+enabled = true
 aws_region = "${AWS_REGION}"
 
 [blackboxai]
@@ -54,6 +54,11 @@ enabled = true
 endpoint = "https://api.groq.com/openai/v1"
 api_key = "${GROQ_API_KEY}"
 
+[huggingface]
+display_name = "Hugging Face"
+enabled = true
+api_key = "${HF_TOKEN}"
+
 [mistral]
 display_name = "Mistral AI"
 enabled = true
@@ -70,7 +75,7 @@ api_key = "${OPENAI_API_KEY}"
 
 [portkey]
 display_name = "Portkey"
-enabled = false
+enabled = true
 endpoint = "https://api.portkey.ai/v1"
 api_key = "${PORTKEY_API_KEY}"
 
@@ -82,7 +87,7 @@ api_key = "${SCALEWAY_API_KEY}"
 
 [vertexai]
 display_name = "Google Vertex AI"
-enabled = false                                            # This is the only one we disable beacuse setting it up requires internet access just to get credentials so it fails in CI sandboxes
+enabled = true                                            # This is the only one we disable beacuse setting it up requires internet access just to get credentials so it fails in CI sandboxes
 gcp_project_id = "${GCP_PROJECT_ID}"
 gcp_location = "${GCP_LOCATION}"
 gcp_credentials_file_path = "${GCP_CREDENTIALS_FILE_PATH}"
@@ -99,6 +104,6 @@ enabled = true
 # Deprecated
 [pipelex_inference]
 display_name = "🛑 Legacy Pipelex Inference"
-enabled = false
+enabled = true
 endpoint = "https://inference.pipelex.com/v1"
 api_key = "${PIPELEX_INFERENCE_API_KEY}"
diff --git a/.pipelex/inference/backends/azure_openai.toml b/.pipelex/inference/backends/azure_openai.toml
index 35ccb48..8a89898 100644
--- a/.pipelex/inference/backends/azure_openai.toml
+++ b/.pipelex/inference/backends/azure_openai.toml
@@ -135,6 +135,27 @@ outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
+["gpt-5.1-codex"]
+model_id = "gpt-5.1-codex-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5.2 Series -------------------------------------------------------------
+["gpt-5.2"]
+model_id = "gpt-5.2-2025-12-11"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.75, output = 14.0 }
+
+["gpt-5.2-chat"]
+model_id = "gpt-5.2-chat-2025-12-11"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
 ################################################################################
 # IMAGE GENERATION MODELS
 ################################################################################
@@ -146,4 +167,47 @@ model_type = "img_gen"
 model_id = "gpt-image-1-2025-04-15"
 inputs = ["text"]
 outputs = ["image"]
-costs = { input = 0.04, output = 0.0 }
+costs = { input = 10, output = 40 }
+
+[gpt-image-1.rules]
+prompt = "positive_only"
+num_images = "gpt"
+aspect_ratio = "gpt"
+background = "gpt"
+inference = "gpt"
+safety_checker = "unavailable"
+output_format = "gpt"
+
+[gpt-image-1-mini]
+sdk = "azure_rest_img_gen"
+model_type = "img_gen"
+model_id = "gpt-image-1-mini-2025-10-06"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 2.5, output = 8 }
+
+[gpt-image-1-mini.rules]
+prompt = "positive_only"
+num_images = "gpt"
+aspect_ratio = "gpt"
+background = "gpt"
+inference = "gpt"
+safety_checker = "unavailable"
+output_format = "gpt"
+
+["gpt-image-1.5"]
+sdk = "azure_rest_img_gen"
+model_type = "img_gen"
+model_id = "gpt-image-1.5-2025-12-16"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 8, output = 32 }
+
+["gpt-image-1.5".rules]
+prompt = "positive_only"
+num_images = "gpt"
+aspect_ratio = "gpt"
+background = "gpt"
+inference = "gpt"
+safety_checker = "unavailable"
+output_format = "gpt"
diff --git a/.pipelex/inference/backends/blackboxai.toml b/.pipelex/inference/backends/blackboxai.toml
index e6cf9dd..9ee0433 100644
--- a/.pipelex/inference/backends/blackboxai.toml
+++ b/.pipelex/inference/backends/blackboxai.toml
@@ -193,7 +193,7 @@ costs = { input = 0.00, output = 0.00 }
 
 [flux-pro]
 model_type = "img_gen"
-sdk = "openai_alt_img_gen"
+sdk = "blackboxai_img_gen"
 model_id = "blackboxai/black-forest-labs/flux-pro"
 inputs = ["text"]
 outputs = ["image"]
@@ -201,7 +201,7 @@ costs = { input = 0.0, output = 0.04 }
 
 ["flux-pro/v1.1"]
 model_type = "img_gen"
-sdk = "openai_alt_img_gen"
+sdk = "blackboxai_img_gen"
 model_id = "blackboxai/black-forest-labs/flux-1.1-pro"
 inputs = ["text"]
 outputs = ["image"]
@@ -209,15 +209,15 @@ costs = { input = 0.0, output = 0.04 }
 
 ["flux-pro/v1.1-ultra"]
 model_type = "img_gen"
-sdk = "openai_alt_img_gen"
+sdk = "blackboxai_img_gen"
 model_id = "blackboxai/black-forest-labs/flux-1.1-pro-ultra"
 inputs = ["text"]
 outputs = ["image"]
 costs = { input = 0.0, output = 0.06 }
 
-["fast-lightning-sdxl"]
+[fast-lightning-sdxl]
 model_type = "img_gen"
-sdk = "openai_alt_img_gen"
+sdk = "blackboxai_img_gen"
 model_id = "blackboxai/bytedance/sdxl-lightning-4step"
 inputs = ["text"]
 outputs = ["image"]
@@ -225,8 +225,16 @@ costs = { input = 0.0, output = 0.0014 }
 
 [nano-banana]
 model_type = "img_gen"
-sdk = "openai_alt_img_gen"
+sdk = "blackboxai_img_gen"
 model_id = "blackboxai/google/nano-banana"
 inputs = ["text"]
 outputs = ["image"]
 costs = { input = 0.0, output = 0.039 }
+
+[nano-banana-pro]
+model_type = "img_gen"
+sdk = "blackboxai_img_gen"
+model_id = "blackboxai/google/nano-banana-pro"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.039 }
diff --git a/.pipelex/inference/backends/fal.toml b/.pipelex/inference/backends/fal.toml
index d54a25f..3433f99 100644
--- a/.pipelex/inference/backends/fal.toml
+++ b/.pipelex/inference/backends/fal.toml
@@ -36,18 +36,60 @@ inputs = ["text"]
 outputs = ["image"]
 costs = { input = 0.05, output = 0.0 }
 
+[flux-pro.rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux"
+inference = "flux"
+safety_checker = "available"
+output_format = "flux_1"
+specific = "fal"
+
 ["flux-pro/v1.1"]
 model_id = "fal-ai/flux-pro/v1.1"
 inputs = ["text"]
 outputs = ["image"]
 costs = { input = 0.05, output = 0.0 }
 
+["flux-pro/v1.1".rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux"
+inference = "flux"
+safety_checker = "available"
+output_format = "flux_1"
+specific = "fal"
+
 ["flux-pro/v1.1-ultra"]
 model_id = "fal-ai/flux-pro/v1.1-ultra"
 inputs = ["text"]
 outputs = ["image"]
 costs = { input = 0.06, output = 0.0 }
 
+["flux-pro/v1.1-ultra".rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux_11_ultra"
+inference = "flux_11_ultra"
+safety_checker = "available"
+output_format = "flux_1"
+specific = "fal"
+
+[flux-2]
+model_id = "fal-ai/flux-2"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.05, output = 0.0 }
+
+[flux-2.rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux"
+inference = "flux"
+safety_checker = "available"
+output_format = "flux_2"
+specific = "fal"
+
 # --- SDXL models --------------------------------------------------------------
 [fast-lightning-sdxl]
 model_id = "fal-ai/fast-lightning-sdxl"
@@ -55,3 +97,11 @@ inputs = ["text"]
 outputs = ["image"]
 costs = { input = 0.0003, output = 0.0 }
 
+[fast-lightning-sdxl.rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux"
+inference = "sdxl_lightning"
+safety_checker = "unavailable"
+output_format = "sdxl"
+specific = "fal"
diff --git a/.pipelex/inference/backends/google.toml b/.pipelex/inference/backends/google.toml
index 0d39dac..36e19c2 100644
--- a/.pipelex/inference/backends/google.toml
+++ b/.pipelex/inference/backends/google.toml
@@ -67,3 +67,28 @@ inputs = ["text", "images"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 2, output = 12.0 }
+
+["gemini-3.0-flash-preview"]
+model_id = "gemini-3-flash-preview"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.5, output = 3.0 }
+
+################################################################################
+# IMAGE GENERATION MODELS (Nano Banana)
+################################################################################
+
+[nano-banana]
+model_type = "img_gen"
+model_id = "gemini-2.5-flash-image"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.039 }
+
+[nano-banana-pro]
+model_type = "img_gen"
+model_id = "gemini-3-pro-image-preview"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.039 }
diff --git a/.pipelex/inference/backends/huggingface.toml b/.pipelex/inference/backends/huggingface.toml
new file mode 100644
index 0000000..1a79638
--- /dev/null
+++ b/.pipelex/inference/backends/huggingface.toml
@@ -0,0 +1,43 @@
+################################################################################
+# Hugging Face Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Hugging Face models.
+# It contains model definitions for various image generation models
+# accessible through the Hugging Face Inference API with provider="auto".
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots or slashes must be quoted (e.g., ["stabilityai/stable-diffusion-2-1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "img_gen"
+sdk = "huggingface_img_gen"
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# --- Qwen Image Models --------------------------------------------------
+[qwen-image]
+model_id = "Qwen/Qwen-Image"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.0 }
+variant = "fal-ai"
+# variant = "replicate"
+
+[qwen-image.rules]
+prompt = "with_negative"
+aspect_ratio = "qwen_image"
+inference = "qwen_image"
diff --git a/.pipelex/inference/backends/internal.toml b/.pipelex/inference/backends/internal.toml
index 5bb9683..2d30b7f 100644
--- a/.pipelex/inference/backends/internal.toml
+++ b/.pipelex/inference/backends/internal.toml
@@ -27,3 +27,11 @@ inputs = ["pdf"]
 outputs = ["pages"]
 costs = {}
 
+# --- Docling Text Extractor ---------------------------------------------------
+[docling-extract-text]
+model_type = "text_extractor"
+sdk = "docling_sdk"
+model_id = "extract-text"
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+costs = {}
diff --git a/.pipelex/inference/backends/mistral.toml b/.pipelex/inference/backends/mistral.toml
index c4b49e3..c8c4b05 100644
--- a/.pipelex/inference/backends/mistral.toml
+++ b/.pipelex/inference/backends/mistral.toml
@@ -133,11 +133,33 @@ costs = { input = 0.4, output = 2.0 }
 # EXTRACTION MODELS
 ################################################################################
 
+# TODO: add support to pricing per page
+
 # --- OCR Models ---------------------------------------------------------------
+[mistral-ocr-2503]
+model_type = "text_extractor"
+model_id = "mistral-ocr-2503"
+max_tokens = 16384
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+
+[mistral-ocr-2505]
+model_type = "text_extractor"
+model_id = "mistral-ocr-2505"
+max_tokens = 16384
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+
+[mistral-ocr-2512]
+model_type = "text_extractor"
+model_id = "mistral-ocr-2512"
+max_tokens = 16384
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+
 [mistral-ocr]
 model_type = "text_extractor"
 model_id = "mistral-ocr-latest"
-max_tokens = 131072
+max_tokens = 16384
 inputs = ["pdf", "image"]
 outputs = ["pages"]
-costs = { input = 0.4, output = 2.0 }
diff --git a/.pipelex/inference/backends/openai.toml b/.pipelex/inference/backends/openai.toml
index bfb3dd9..e61d52e 100644
--- a/.pipelex/inference/backends/openai.toml
+++ b/.pipelex/inference/backends/openai.toml
@@ -39,83 +39,72 @@ costs = { input = 0.5, output = 1.5 }
 
 # --- GPT-4 Series -------------------------------------------------------------
 [gpt-4]
-model_id = "gpt-4"
+inputs = ["text"]
+outputs = ["text"]
 costs = { input = 30.0, output = 60.0 }
 
 [gpt-4-turbo]
-model_id = "gpt-4-turbo"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 10.0, output = 30.0 }
 
 # --- GPT-4o Series ------------------------------------------------------------
 [gpt-4o-2024-11-20]
-model_id = "gpt-4o-2024-11-20"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 2.5, output = 10.0 }
 
 [gpt-4o]
-model_id = "gpt-4o"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 2.5, output = 10.0 }
 
 [gpt-4o-mini-2024-07-18]
-model_id = "gpt-4o-mini-2024-07-18"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.15, output = 0.6 }
 
 [gpt-4o-mini]
-model_id = "gpt-4o-mini"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.15, output = 0.6 }
 
 # --- GPT-4.1 Series -----------------------------------------------------------
 ["gpt-4.1"]
-model_id = "gpt-4.1"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 2, output = 8 }
 
 ["gpt-4.1-mini"]
-model_id = "gpt-4.1-mini"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.4, output = 1.6 }
 
 ["gpt-4.1-nano"]
-model_id = "gpt-4.1-nano"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.1, output = 0.4 }
 
 # --- o Series ----------------------------------------------------------------
 [o1]
-model_id = "o1"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 15.0, output = 60.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 [o3-mini]
-model_id = "o3-mini"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 1.1, output = 4.4 }
 valued_constraints = { fixed_temperature = 1 }
 
 [o3]
-model_id = "o3"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 10.0, output = 40.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 [o4-mini]
-model_id = "o4-mini"
 inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 1.1, output = 4.4 }
@@ -123,21 +112,18 @@ valued_constraints = { fixed_temperature = 1 }
 
 # --- GPT-5 Series -------------------------------------------------------------
 [gpt-5]
-model_id = "gpt-5"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-mini]
-model_id = "gpt-5-mini"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.25, output = 2.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-nano]
-model_id = "gpt-5-nano"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.05, output = 0.4 }
@@ -150,13 +136,50 @@ outputs = ["text"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
+[gpt-5-codex]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
 # --- GPT-5.1 Series -------------------------------------------------------------
 ["gpt-5.1"]
-model_id = "gpt-5.1"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 
+["gpt-5.1-chat"]
+model_id = "gpt-5.1-chat-latest"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+["gpt-5.1-codex"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+["gpt-5.1-codex-max"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5.2 Series -------------------------------------------------------------
+["gpt-5.2"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.75, output = 14.0 }
+
+["gpt-5.2-chat"]
+model_id = "gpt-5.2-chat-latest"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.75, output = 14.0 }
+valued_constraints = { fixed_temperature = 1 }
+
 ################################################################################
 # IMAGE GENERATION MODELS
 ################################################################################
@@ -165,7 +188,21 @@ costs = { input = 1.25, output = 10.0 }
 [gpt-image-1]
 sdk = "openai_img_gen"
 model_type = "img_gen"
-model_id = "gpt-image-1"
 inputs = ["text"]
 outputs = ["image"]
-costs = { input = 0.04, output = 0.0 }
+costs = { input = 10, output = 40 }
+
+[gpt-image-1-mini]
+sdk = "openai_img_gen"
+model_type = "img_gen"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 2.5, output = 8 }
+
+["gpt-image-1.5"]
+sdk = "openai_img_gen"
+model_type = "img_gen"
+model_id = "gpt-image-1.5"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 8, output = 32 }
diff --git a/.pipelex/inference/backends/pipelex_gateway.toml b/.pipelex/inference/backends/pipelex_gateway.toml
index cfc1566..bca075b 100644
--- a/.pipelex/inference/backends/pipelex_gateway.toml
+++ b/.pipelex/inference/backends/pipelex_gateway.toml
@@ -2,6 +2,18 @@
 # Pipelex Gateway Local Overrides
 ################################################################################
 #
+# TELEMETRY NOTICE:
+#
+# Using Pipelex Gateway enables identified telemetry tied to your API key
+# (hashed for security). This is independent from your telemetry.toml settings.
+#
+# We collect only technical data (model names, token counts, latency, error rates).
+# We do NOT collect prompts, completions, pipe codes, or business data.
+#
+# This allows us to monitor service quality, enforce fair usage, and support you.
+#
+################################################################################
+#
 # WARNING: USE AT YOUR OWN RISK!
 #
 # The actual model configuration is fetched remotely from Pipelex servers.
@@ -17,12 +29,13 @@
 # If you need custom configurations, consider using your own API keys
 # with direct provider backends (openai, anthropic, etc.) instead.
 #
-# Documentation: https://docs.pipelex.com/gateway-overrides
+# Documentation:
+# https://docs.pipelex.com/home/7-configuration/config-technical/inference-backend-config/
 # Support: https://go.pipelex.com/discord
 #
 ################################################################################
 
 # Per-model overrides example:
 # [gpt-4o]
-# sdk = "gateway_responses"
-# structure_method = "instructor/openai_responses_tools"
+# sdk = "gateway_completions"
+# structure_method = "instructor/openai_tools"
diff --git a/.pipelex/inference/deck/base_deck.toml b/.pipelex/inference/deck/base_deck.toml
index 6fb0161..bb28c3a 100644
--- a/.pipelex/inference/deck/base_deck.toml
+++ b/.pipelex/inference/deck/base_deck.toml
@@ -35,7 +35,7 @@ vision-groq = "llama-4-scout-17b-16e-instruct"
 
 # Image generation aliases
 base-img-gen = "flux-pro/v1.1"
-best-img-gen = "flux-pro/v1.1-ultra"
+best-img-gen = "flux-2"
 fast-img-gen = "fast-lightning-sdxl"
 
 ####################################################################################################
@@ -95,8 +95,8 @@ cheap_llm = [
     "grok-3-mini",
 ]
 cheap_llm_for_vision = [
-    "gpt-4o-mini",
     "gemini-2.5-flash-lite",
+    "gpt-4o-mini",
     "claude-3-haiku",
 ]
 cheap_llm_for_structured = ["gpt-4o-mini", "mistral-small", "claude-3-haiku"]
@@ -108,7 +108,11 @@ cheap_llm_for_creativity = [
 ]
 
 # --- Waterfalls for Extracts ---------------------------------------------------------------------
-pdf_text_extractor = ["mistral-ocr", "pypdfium2-extract-text"]
+pdf_text_extractor = [
+    "azure-document-intelligence",
+    "mistral-ocr",
+    "pypdfium2-extract-text",
+]
 image_text_extractor = ["mistral-ocr"]
 
 ####################################################################################################
@@ -172,7 +176,7 @@ for_object = "cheap_llm_for_structured"
 choice_default = "extract_text_from_visuals"
 
 [extract.presets]
-extract_text_from_visuals = { model = "mistral-ocr", max_nb_images = 100, image_min_size = 50 }
+extract_text_from_visuals = { model = "azure-document-intelligence", max_nb_images = 100, image_min_size = 50 }
 extract_text_from_pdf = { model = "pypdfium2-extract-text", max_nb_images = 100, image_min_size = 50 }
 
 ####################################################################################################
@@ -188,6 +192,7 @@ choice_default = "gen_image_basic"
 gen_image_basic = { model = "base-img-gen", quality = "medium", guidance_scale = 7.5, is_moderated = true, safety_tolerance = 3 }
 gen_image_fast = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 5.0, is_moderated = true, safety_tolerance = 3 }
 gen_image_high_quality = { model = "best-img-gen", quality = "high", guidance_scale = 8.0, is_moderated = true, safety_tolerance = 3 }
+gen_image_openai_low_quality = { model = "gpt-image-1", quality = "low" }
 
 # Specific skills
 img_gen_for_art = { model = "best-img-gen", quality = "high", guidance_scale = 9.0, is_moderated = false, safety_tolerance = 5 }
diff --git a/.pipelex/inference/deck/demo_deck.toml b/.pipelex/inference/deck/demo_deck.toml
index 8bceb41..7bf71eb 100644
--- a/.pipelex/inference/deck/demo_deck.toml
+++ b/.pipelex/inference/deck/demo_deck.toml
@@ -1,4 +1,16 @@
 [llm.presets]
 
-llm_for_recruitment = { model = "gpt-4o-mini", temperature = 0.3 }
-# llm_for_recruitment = { model = "qwen3-235b-a22b-instruct-2507", temperature = 0.3 }
+# llm_for_recruitment = { model = "gpt-4o-mini", temperature = 0.3 }
+llm_for_recruitment = { model = "qwen3-235b-a22b-instruct-2507", temperature = 0.3 }
+
+llm_for_marketing_design = { model = "gpt-4o-mini", temperature = 0.9 }
+
+[img_gen.presets]
+# img_gen_for_marketing_design = { model = "fast-lightning-sdxl" }
+# img_gen_for_marketing_design = { model = "nano-banana-pro" }
+
+
+img_gen_for_marketing_design = { model = "gpt-image-1.5" }
+
+# gen_image_high_quality = { model = "gpt-image-1.5", quality = "high" }
+gen_image_high_quality = { model = "fast-lightning-sdxl", quality = "high" }
diff --git a/.pipelex/inference/routing_profiles.toml b/.pipelex/inference/routing_profiles.toml
index bf6b8a9..d27e659 100644
--- a/.pipelex/inference/routing_profiles.toml
+++ b/.pipelex/inference/routing_profiles.toml
@@ -9,55 +9,32 @@
 # =========================================================================================
 
 # Which profile to use (change this to switch routing)
-active = "demo_routing"
+# TODO: TBD
+active = "pipelex_gateway_first" # Change to "pipelex_gateway_first" after enabling gateway
 
-# We recommend using the "pipelex_first" profile to get a head start with all models.
-# The Pipelex Inference backend is currently not recommended for production use,
-# but it's great for development and testing.
-# To use the Pipelex Inference backend (pipelex_first profile):
+# We recommend using the "pipelex_gateway_first" profile to get a head start with all models.
+# To use the Pipelex Gateway backend:
 # 1. Join our Discord community to get your free API key (no credit card required):
 #    Visit https://go.pipelex.com/discord and request your key in the appropriate channel
-# 2. Set the environment variable: export PIPELEX_INFERENCE_API_KEY="your-api-key"
-# 3. The .pipelex/inference/backends.toml is already configured with api_key = "${PIPELEX_INFERENCE_API_KEY}"
-# which will get the key from the environment variable.
+# 2. Set the environment variable (or add it to your .env file):
+#    - Linux/macOS: export PIPELEX_GATEWAY_API_KEY="your-api-key"
+#    - Windows CMD: set PIPELEX_GATEWAY_API_KEY=your-api-key
+#    - Windows PowerShell: $env:PIPELEX_GATEWAY_API_KEY="your-api-key"
+# 3. The .pipelex/inference/backends.toml is already configured with api_key = "${PIPELEX_GATEWAY_API_KEY}"
+#    which will get the key from the environment variable.
 
 # =========================================================================================
 # Routing Profiles
 # =========================================================================================
 
-[profiles.demo_routing]
-description = "Use Pipelex Inference backend for all its supported models"
-default = "pipelex_gateway"
-fallback_order = [
-    "pipelex_gateway",
-    "azure_openai",
-    "bedrock",
-    "blackboxai",
-    "fal",
-    "mistral",
-]
-
-[profiles.demo_routing.routes]
-# Pattern matching: "model-pattern" = "backend-name"
-"gpt-*" = "pipelex_gateway"
-"claude-*" = "pipelex_gateway"
-"grok-*" = "pipelex_gateway"
-"gemini-*" = "pipelex_gateway"
-"mistral-ocr" = "mistral"
-
-[profiles.demo_routing.optional_routes] # Each optional route is considered only if its backend is available
-"*-sdxl" = "fal"
-"flux-*" = "fal"
-"gpt-image-1" = "openai"
-
-# =========================================================================================
 [profiles.pipelex_gateway_first]
-description = "Use Pipelex Inference backend for all its supported models"
+description = "Use Pipelex Gateway backend for all its supported models"
 default = "pipelex_gateway"
 fallback_order = [
     "pipelex_gateway",
     "azure_openai",
     "bedrock",
+    "google",
     "blackboxai",
     "mistral",
     "fal",
@@ -65,15 +42,15 @@ fallback_order = [
 
 [profiles.pipelex_gateway_first.routes]
 # Pattern matching: "model-pattern" = "backend-name"
+
+[profiles.pipelex_gateway_first.optional_routes] # Each optional route is considered only if its backend is available
 "gpt-*" = "pipelex_gateway"
+"gpt-image-1" = "openai"
 "claude-*" = "pipelex_gateway"
 "grok-*" = "pipelex_gateway"
 "gemini-*" = "pipelex_gateway"
-
-[profiles.pipelex_gateway_first.optional_routes] # Each optional route is considered only if its backend is available
 "*-sdxl" = "fal"
 "flux-*" = "fal"
-"gpt-image-1" = "openai"
 "mistral-ocr" = "mistral"
 
 [profiles.all_pipelex_gateway]
@@ -108,6 +85,10 @@ default = "google"
 description = "Use groq backend for all its supported models"
 default = "groq"
 
+[profiles.all_huggingface]
+description = "Use HuggingFace backend for all its supported models"
+default = "huggingface"
+
 [profiles.all_mistral]
 description = "Use Mistral backend for all its supported models"
 default = "mistral"
diff --git a/.pipelex/pipelex.toml b/.pipelex/pipelex.toml
index 9551520..2983ada 100644
--- a/.pipelex/pipelex.toml
+++ b/.pipelex/pipelex.toml
@@ -2,11 +2,11 @@
 # Pipelex Configuration File
 ####################################################################################################
 #
-# This configuration file is copied to your project's .pipelex/ directory when you run:
-#   pipelex init config
+# This configuration file is copied to client projects' .pipelex/ directory when running:
+#   `pipelex init config`
 #
 # Purpose:
-# - This file allows you to override Pipelex's default settings for your specific project
+# - This file allows to override Pipelex's default settings for specific projects
 # - Feel free to modify any settings below to suit your needs
 # - You can add any configuration sections that exist in the main pipelex.toml
 #
@@ -14,7 +14,7 @@
 # - See the full default configuration in: pipelex/pipelex.toml (in the Pipelex package)
 # - See the configuration structure classes in: pipelex/config.py and pipelex/cogt/config_cogt.py
 #
-# Common Customizations:
+# Common customizations are proposed below, such as:
 # - Logging levels and behavior
 # - Excluded directories for scanning
 # - LLM prompt dumping for debugging
@@ -26,77 +26,89 @@
 #
 ####################################################################################################
 
+
+[pipelex.storage_config]
+# Uncomment to change the storage method: "local" (default) or "in_memory"
+# is_fetch_remote_content_enabled = true
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+# method = "local"
+# local_storage_path = ".pipelex/storage"
+
 [pipelex.scan_config]
-excluded_dirs = [
-    ".venv",
-    "venv",
-    "env",
-    ".env",
-    "virtualenv",
-    ".virtualenv",
-    ".git",
-    "__pycache__",
-    ".pytest_cache",
-    ".mypy_cache",
-    ".ruff_cache",
-    "node_modules",
-    "results",
-]
+# Uncomment to customize the excluded directories for scanning
+# excluded_dirs = [
+#     ".venv",
+#     "venv",
+#     "env",
+#     ".env",
+#     "virtualenv",
+#     ".virtualenv",
+#     ".git",
+#     "__pycache__",
+#     ".pytest_cache",
+#     ".mypy_cache",
+#     ".ruff_cache",
+#     "node_modules",
+#     "results",
+# ]
 
 [pipelex.builder_config]
-fix_loop_max_attempts = 10
-# Uncomment to change where the generated pipelines are saved
+# Uncomment to change where the generated pipelines are saved:
 # default_output_dir = "."
 # default_bundle_file_name = "bundle"
 # default_directory_base_name = "pipeline"
 
 [pipelex.log_config]
-default_log_level = "INFO"
+# Uncomment to change the default log level:
+# default_log_level = "INFO"
 
 # Uncomment to log to stderr instead of stdout
 # console_log_target = "stderr"
 # console_print_target = "stderr"
 
 [pipelex.log_config.package_log_levels]
-pipelex = "INFO"
+# Uncomment to change the log level for specific packages:
+# pipelex = "INFO"
 
 [cogt]
 [cogt.model_deck_config]
-# Uncomment to disable model fallback: it will raise errors instead of using secondary model options
+# Uncomment to disable model fallback: it will raise errors instead of using secondary model options:
 # is_model_fallback_enabled = false
 # Uncomment to change the reaction to missing presets: "raise" (default), "log" or "none"
 # missing_presets_reaction = "raise"
 
 [cogt.tenacity_config]
-# Uncomment to change those values as needed
+# Uncomment to change those values as needed:
 # max_retries = 50      # Maximum number of retry attempts before giving up
 # wait_multiplier = 0.2 # Multiplier applied to the wait time between retries (in seconds)
 # wait_max = 20         # Maximum wait time between retries (in seconds)
 # wait_exp_base = 1.3   # Base for exponential backoff calculation
 
 [cogt.llm_config]
-# Uncomment any of these to enable dumping the inputs or outputs of text-genration with an LLM
+# Uncomment any of these to enable dumping the inputs or outputs of text-generation with an LLM:
 # is_dump_text_prompts_enabled = true
 # is_dump_response_text_enabled = true
 
 [cogt.llm_config.instructor_config]
-# Uncomment any of these to enable dumping the kwargs, response or errors of the instructor
+# Uncomment any of these to enable dumping the kwargs, response or errors when generating structured content:
 # is_dump_kwargs_enabled = true
 # is_dump_response_enabled = true
 # is_dump_error_enabled = true
 
 [pipelex.observer_config]
-observer_dir = "results/observer"
+# Uncomment to change the directory where the observer will save its results:
+# observer_dir = "results/observer"
 
 [pipelex.feature_config]
-# WIP/Experimental feature flags
-is_pipeline_tracking_enabled = false
-is_reporting_enabled = true
+# WIP/Experimental feature flags:
+# is_pipeline_tracking_enabled = false
+# is_reporting_enabled = true
 
 [pipelex.reporting_config]
-is_log_costs_to_console = false
-is_generate_cost_report_file_enabled = true
-cost_report_dir_path = "reports"
-cost_report_base_name = "cost_report"
-cost_report_extension = "csv"
-cost_report_unit_scale = 1.0
+# Uncomment to customize the reporting configuration:
+# is_log_costs_to_console = false
+# is_generate_cost_report_file_enabled = false
+# cost_report_dir_path = "reports"
+# cost_report_base_name = "cost_report"
+# cost_report_extension = "csv"
+# cost_report_unit_scale = 1.0
diff --git a/.pipelex/pipelex_override.toml b/.pipelex/pipelex_override.toml
new file mode 100644
index 0000000..7c35591
--- /dev/null
+++ b/.pipelex/pipelex_override.toml
@@ -0,0 +1,38 @@
+
+####################################################################################################
+# Pipelex config
+####################################################################################################
+
+[pipelex.storage_config]
+# Uncomment to change the storage method: "local" (default) or "in_memory"
+# method = "in_memory"
+# local_storage_path = ".pipelex/storage"
+
+[pipelex.builder_config]
+fix_loop_max_attempts = 10
+# Uncomment to change where the generated pipelines are saved
+default_output_dir = "./results"
+# default_bundle_file_name = "bundle"
+# default_directory_base_name = "pipeline"
+
+[pipelex.log_config]
+default_log_level = "INFO"
+
+[pipelex.log_config.package_log_levels]
+pipelex = "DEBUG"
+
+[cogt.model_deck_config]
+is_model_fallback_enabled = true
+# missing_presets_reaction = "raise"
+
+[cogt.llm_config]
+# is_dump_text_prompts_enabled = true
+# is_dump_response_text_enabled = true
+
+[cogt.llm_config.instructor_config]
+# is_dump_kwargs_enabled = true
+# is_dump_response_enabled = true
+# is_dump_error_enabled = true
+
+[cogt.llm_config.llm_job_config]
+max_retries = 3
diff --git a/.pipelex/pipelex_service.toml b/.pipelex/pipelex_service.toml
index a267e3a..afe39a2 100644
--- a/.pipelex/pipelex_service.toml
+++ b/.pipelex/pipelex_service.toml
@@ -10,10 +10,10 @@
 #
 ####################################################################################################
 
-[gateway]
-# Set to true after accepting Pipelex Gateway terms of service.
-# When using pipelex_gateway, telemetry is enabled to monitor service usage.
-# We collect technical data (model, pipe type) and quantitative data (token counts)
-# but NOT your content, pipe codes, or output class names.
-# This value should only be set to true via 'pipelex init config' after user acceptance.
+[agreement]
+# Set to true after accepting Pipelex terms of service.
 terms_accepted = true
+
+# Note: when using pipelex_gateway, telemetry is enabled to monitor service usage.
+# We collect technical data (model, pipe type...) and quantitative data (token counts...)
+# but NOT your content, pipe codes, or output class names.
diff --git a/.pipelex/telemetry.toml b/.pipelex/telemetry.toml
index 9584191..eb2c537 100644
--- a/.pipelex/telemetry.toml
+++ b/.pipelex/telemetry.toml
@@ -1,27 +1,92 @@
 ####################################################################################################
-# Pipelex Telemetry Configuration
+# Custom Telemetry Configuration
 ####################################################################################################
 #
-# This file controls telemetry settings for Pipelex usage analytics.
-# Telemetry helps us improve Pipelex by understanding how it's used.
+# This file controls YOUR custom telemetry settings for observability and analytics.
+# Configure your own PostHog, Langfuse, or OTLP-compatible backends here.
+#
+# NOTE: When using Pipelex Gateway, identified telemetry is automatically enabled
+# (tied to your Gateway API key, hashed for security). This allows us to monitor
+# service quality, enforce fair usage, and provide you with better support.
+# Gateway telemetry operates independently from your settings below - you can have both!
+#
+# To disable all telemetry, set the DO_NOT_TRACK=1 environment variable.
 #
 # Documentation: https://docs.pipelex.com
 # Support: https://go.pipelex.com/discord
 #
 ####################################################################################################
 
-telemetry_mode = "identified"                                        # Values: "off" | "anonymous" | "identified"
-host = "https://eu.i.posthog.com"
-project_api_key = "phc_HPJnNKpIXh0SxNDYyTAyUtnq9KxNNZJWQszynsWVx4Y"
-respect_dnt = true
-redact = ["prompt", "system_prompt", "response", "file_path", "url"]
-geoip_enabled = true
-dry_mode_enabled = false
-verbose_enabled = false
-user_id = "pipelex-demo"
-ai_tracing_enabled = true                                            # Enable OpenTelemetry tracing for AI operations
-capture_content_enabled = true                                       # Controls gen_ai.prompt/completion content capture for OTel
-capture_pipe_codes_enabled = true                                    # Controls whether pipe codes appear in span names/attributes
-capture_output_class_name_enabled = true                             # Controls whether output class names appear in span names/attributes
-langfuse_enabled = true                                              # Langfuse Integration (requires LANGFUSE_PUBLIC_KEY and LANGFUSE_SECRET_KEY env vars)
-# langfuse_base_url = "https://cloud.langfuse.com"  # Override for self-hosted Langfuse
+# ──────────────────────────────────────────────────────────────────────────────
+# PostHog Configuration (Event tracking + AI span tracing)
+# ──────────────────────────────────────────────────────────────────────────────
+
+[custom_posthog]
+mode = "off" # Values: "off" | "anonymous" | "identified"
+# user_id = "your_user_id"                                  # Required when mode = "identified"
+endpoint = "${POSTHOG_ENDPOINT}" # Default: https://us.i.posthog.com (or https://eu.i.posthog.com for EU)
+api_key = "${POSTHOG_API_KEY}" # Get from PostHog Project Settings
+geoip = true # Enable GeoIP lookup
+debug = false # Enable PostHog debug mode
+redact_properties = [
+    "prompt",
+    "system_prompt",
+    "response",
+    "file_path",
+    "url",
+] # Event properties to redact
+
+# AI span tracing to YOUR PostHog (does NOT affect Langfuse/OTLP - they receive full data)
+[custom_posthog.tracing]
+enabled = false # Send AI spans to your PostHog
+
+# Privacy controls for data sent to YOUR PostHog only
+[custom_posthog.tracing.capture]
+content = false # Capture prompt/completion content
+# content_max_length = 1000                                 # Max length for captured content (omit for unlimited)
+pipe_codes = false         # Include pipe codes in span names/attributes
+output_class_names = false # Include output class names in span names/attributes
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Portkey SDK Configuration
+# ──────────────────────────────────────────────────────────────────────────────
+
+[custom_portkey]
+force_debug_enabled = false
+force_tracing_enabled = false
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Langfuse Integration
+# Note: Langfuse receives FULL span data (no redaction)
+# ──────────────────────────────────────────────────────────────────────────────
+
+[langfuse]
+enabled = false
+# endpoint = "https://cloud.langfuse.com"                    # Override for self-hosted Langfuse
+# public_key = "${LANGFUSE_PUBLIC_KEY}"                      # Langfuse public key
+# secret_key = "${LANGFUSE_SECRET_KEY}"                      # Langfuse secret key
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Additional OTLP Exporters (array for multiple)
+# Note: OTLP exporters receive FULL span data (no redaction)
+# ──────────────────────────────────────────────────────────────────────────────
+
+# [[otlp]]
+# name = "my-collector"                                     # Identifier for logging
+# endpoint = "https://..."                                  # OTLP endpoint URL
+# headers = { Authorization = "Bearer ${OTLP_AUTH_TOKEN}" } # Headers for OTLP export
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Custom Telemetry Allowed Modes
+# Controls which integration modes can use custom telemetry settings above.
+# ──────────────────────────────────────────────────────────────────────────────
+
+[telemetry_allowed_modes]
+ci = false     # CI environments don't use custom telemetry
+cli = true     # CLI usage allows custom telemetry
+docker = true  # Docker deployments allow custom telemetry
+fastapi = true # FastAPI integrations allow custom telemetry
+mcp = true     # MCP integrations allow custom telemetry
+n8n = true     # n8n integrations allow custom telemetry
+pytest = false # Tests don't use custom telemetry
+python = false # Direct Python SDK usage doesn't use custom telemetry by default
diff --git a/.pipelex/telemetry_override.toml b/.pipelex/telemetry_override.toml
new file mode 100644
index 0000000..9ce4325
--- /dev/null
+++ b/.pipelex/telemetry_override.toml
@@ -0,0 +1,37 @@
+################################################################################
+# Pipelex Gateway Telemetry Configuration – Applied by OVERRIDE – NO NOT COMMIT
+################################################################################
+
+# ──────────────────────────────────────────────────────────────────────────────
+# PostHog Tracing Configuration
+# ──────────────────────────────────────────────────────────────────────────────
+
+[pipelex_gateway.posthog]
+# AI span tracing to YOUR PostHog (does NOT affect Langfuse/OTLP - they receive full data)
+[pipelex_gateway.posthog.tracing]
+enabled = true
+
+[pipelex_gateway.posthog.tracing.capture]
+content = true
+# content_max_length = 1000                                 # Max length for captured content (omit for unlimited)
+pipe_codes = true
+output_class_names = true
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Portkey SDK Configuration
+# ──────────────────────────────────────────────────────────────────────────────
+
+[pipelex_gateway.portkey]
+force_debug_enabled = false
+force_tracing_enabled = false
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Langfuse Activation
+# Note: Langfuse receives FULL span data (no redaction)
+# ──────────────────────────────────────────────────────────────────────────────
+
+[langfuse]
+enabled = true
+endpoint = "https://cloud.langfuse.com"
+public_key = "${LANGFUSE_PUBLIC_KEY}"
+secret_key = "${LANGFUSE_SECRET_KEY}"
diff --git a/cv_match_scw/inputs.json b/cv_match_scw/inputs.json
index 0ad8d22..47f1529 100644
--- a/cv_match_scw/inputs.json
+++ b/cv_match_scw/inputs.json
@@ -2,8 +2,12 @@
   "cvs": {
     "concept": "native.PDF",
     "content": [
-      "data/CVs/CV-01.pdf",
-      "data/CVs/CV-02.pdf"
+      {
+        "url": "data/CVx5/CV-01.pdf"
+      },
+      {
+        "url": "data/CVx5/CV-02.pdf"
+      }
     ]
   },
   "job_offer_pdf": {
diff --git a/cv_match_scw/run_analyze_cv_and_generate_questions.py b/cv_match_scw/run_analyze_cv_and_generate_questions.py
index ffc7342..40bcb2b 100644
--- a/cv_match_scw/run_analyze_cv_and_generate_questions.py
+++ b/cv_match_scw/run_analyze_cv_and_generate_questions.py
@@ -10,7 +10,7 @@
 
 # CV_FOLDER = Path("data/CVs")
 # CV_FOLDER = Path("data/OneCV")
-CV_FOLDER = Path("data/CVx2")
+CV_FOLDER = Path("data/CVx5")
 
 
 def get_cv_pdf_contents() -> list[PDFContent]:
diff --git a/examples.sh b/examples.sh
index a12723c..334fa91 100644
--- a/examples.sh
+++ b/examples.sh
@@ -9,3 +9,5 @@ pipelex build pipe "Imagine a cute animal mascot for a startup based on its elev
 pipelex build pipe "Given an expense report, apply company rules"
 
 pipelex build pipe "Given a theme, write a Haiku"
+
+pipelex build pipe "Imagine a crazy funny image to render, like a green cow on the Eiffel Tower but not that, and then render it"

From 7b4deab2cf5aee2141116e3e9f75a00401bb63ee Mon Sep 17 00:00:00 2001
From: Louis Choquel <8851983+lchoquel@users.noreply.github.com>
Date: Sun, 4 Jan 2026 10:23:50 +0100
Subject: [PATCH 10/22] Examples run generating graph

---
 crazy/__init__.py                             |   0
 crazy/bundle.plx                              |  42 ++
 crazy/bundle_view.html                        | 111 +++++
 crazy/bundle_view.svg                         | 397 ++++++++++++++++++
 crazy/inputs.json                             |   1 +
 crazy/run_generate_crazy_image.py             |  19 +
 crazy/structures/__init__.py                  |   0
 .../crazy_image_generation_ImagePrompt.py     |  22 +
 examples.sh                                   |   4 +
 9 files changed, 596 insertions(+)
 create mode 100644 crazy/__init__.py
 create mode 100644 crazy/bundle.plx
 create mode 100644 crazy/bundle_view.html
 create mode 100644 crazy/bundle_view.svg
 create mode 100644 crazy/inputs.json
 create mode 100644 crazy/run_generate_crazy_image.py
 create mode 100644 crazy/structures/__init__.py
 create mode 100644 crazy/structures/crazy_image_generation_ImagePrompt.py

diff --git a/crazy/__init__.py b/crazy/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crazy/bundle.plx b/crazy/bundle.plx
new file mode 100644
index 0000000..af706cd
--- /dev/null
+++ b/crazy/bundle.plx
@@ -0,0 +1,42 @@
+domain = "crazy_image_generation"
+description = "Imagining and rendering absurd, funny images with unexpected surreal elements"
+main_pipe = "generate_crazy_image"
+
+[concept.ImagePrompt]
+description = """
+A detailed textual description of a scene to be used as input for an image generation model, including subjects, setting, style, and visual details.
+"""
+refines = "Text"
+
+[pipe.generate_crazy_image]
+type = "PipeSequence"
+description = """
+Main pipeline that orchestrates the full crazy image generation flow - imagines a wild, absurd scene concept and renders it as an image
+"""
+output = "Image"
+steps = [
+    { pipe = "imagine_scene", result = "image_prompt" },
+    { pipe = "render_image", result = "crazy_image" },
+]
+
+[pipe.imagine_scene]
+type = "PipeLLM"
+description = """
+Generates a creative, absurd, and hilarious image concept combining unexpected elements in surreal ways - think flying spaghetti monsters, penguins in business suits at a disco, or a T-Rex doing yoga on the moon
+"""
+output = "ImagePrompt"
+model = "cheap_llm_for_creativity"
+system_prompt = """
+You are a wildly creative visual concept artist specializing in absurd, surreal, and hilarious imagery. Your task is to generate a structured image prompt that combines unexpected elements in surprising and funny ways. Think outside the box - the more unexpected the combination, the better!
+"""
+prompt = """
+Generate a creative, absurd, and funny image concept. Combine unexpected elements in a surreal way that would make viewers laugh or do a double-take. Be VERY concise and focus on vivid, specific visual details that work well for image generation.
+"""
+
+[pipe.render_image]
+type = "PipeImgGen"
+description = "Generates the absurd image based on the creative scene description"
+inputs = { image_prompt = "ImagePrompt" }
+output = "Image"
+prompt = "$image_prompt"
+model = "gen_image_high_quality"
diff --git a/crazy/bundle_view.html b/crazy/bundle_view.html
new file mode 100644
index 0000000..0e294d7
--- /dev/null
+++ b/crazy/bundle_view.html
@@ -0,0 +1,111 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="UTF-8">
+<style>
+.r1 {font-weight: bold}
+.r2 {color: #d0b344; text-decoration-color: #d0b344; font-weight: bold}
+.r3 {color: #d0b344; text-decoration-color: #d0b344; font-style: italic}
+.r4 {color: #cc555a; text-decoration-color: #cc555a}
+.r5 {color: #98a84b; text-decoration-color: #98a84b; font-weight: bold}
+.r6 {color: #98a84b; text-decoration-color: #98a84b}
+.r7 {color: #c5c8c6; text-decoration-color: #c5c8c6}
+.r8 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-weight: bold}
+.r9 {color: #cc555a; text-decoration-color: #cc555a; font-weight: bold}
+.r10 {color: #98729f; text-decoration-color: #98729f; font-weight: bold}
+.r11 {color: #626463; text-decoration-color: #626463}
+.r12 {color: #68a0b3; text-decoration-color: #68a0b3}
+.r13 {color: #608ab1; text-decoration-color: #608ab1}
+body {
+    color: #c5c8c6;
+    background-color: #000000;
+}
+</style>
+</head>
+<body>
+    <pre style="font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace"><code style="font-family:inherit"><span class="r1">Domain: </span><span class="r2">crazy_image_generation</span>
+
+Description: <span class="r3">Imagining and rendering absurd, funny images with unexpected surreal elements</span>
+
+Main Pipe: <span class="r4">generate_crazy_image</span>
+
+
+
+<span class="r5">                                              Concepts                                              </span>
+<span class="r6">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">ImagePrompt</span><span class="r8">                                                                            </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A detailed textual description of a scene to be used as input for an image </span><span class="r7">         </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r3">generation model, including subjects, setting, style, and visual details.</span><span class="r7">                        </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
+
+
+<span class="r9">                                               Pipes                                                </span>
+<span class="r4">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">generate_crazy_image</span><span class="r7">                                                                       </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeSequence</span><span class="r7"> (PipeController)                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Main pipeline that orchestrates the full crazy image generation flow - imagines a </span><span class="r7">  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">wild, absurd scene concept and renders it as an image</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> No inputs                                                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r7">Sequence Steps:                        </span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">┏━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">┃ Step ┃ Pipe          ┃ Result name  ┃</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">┡━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">│    1 │</span><span class="r4"> imagine_scene </span><span class="r11">│</span><span class="r12"> image_prompt </span><span class="r11">│</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">├──────┼───────────────┼──────────────┤</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">│    2 │</span><span class="r4"> render_image  </span><span class="r11">│</span><span class="r12"> crazy_image  </span><span class="r11">│</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">└──────┴───────────────┴──────────────┘</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">imagine_scene</span><span class="r7">                                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Generates a creative, absurd, and hilarious image concept combining unexpected </span><span class="r7">     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">elements in surreal ways - think flying spaghetti monsters, penguins in business suits at a </span><span class="r7">     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">disco, or a T-Rex doing yoga on the moon</span><span class="r7">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> No inputs                                                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">ImagePrompt</span><span class="r7">                                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">cheap_llm_for_creativity</span><span class="r7">                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> You are a wildly creative visual concept artist specializing in absurd, surreal, and         </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> hilarious imagery. Your task is to generate a structured image prompt that combines          </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> unexpected elements in surprising and funny ways. Think outside the box - the more           </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> unexpected the combination, the better!                                                      </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Generate a creative, absurd, and funny image concept. Combine unexpected elements in a       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> surreal way that would make viewers laugh or do a double-take. Be VERY concise and focus on  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> vivid, specific visual details that work well for image generation.                          </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">render_image</span><span class="r7">                                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeImgGen</span><span class="r7"> (PipeOperator)                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Generates the absurd image based on the creative scene description</span><span class="r7">                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Input: </span><span class="r12">image_prompt</span><span class="r7"> (</span><span class="r5">ImagePrompt</span><span class="r7">)                                                                </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Image Generation Skill: </span><span class="r2">gen_image_high_quality</span><span class="r7">                                                   </span><span class="r4">│</span>
+<span class="r4">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
+</code></pre>
+</body>
+</html>
diff --git a/crazy/bundle_view.svg b/crazy/bundle_view.svg
new file mode 100644
index 0000000..a7dbf52
--- /dev/null
+++ b/crazy/bundle_view.svg
@@ -0,0 +1,397 @@
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+</text><text class="terminal-3078501441-r5" x="0" y="1801.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-73)">│</text><text class="terminal-3078501441-r5" x="1207.8" y="1801.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-73)">│</text><text class="terminal-3078501441-r3" x="1220" y="1801.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-73)">
+</text><text class="terminal-3078501441-r5" x="0" y="1825.6" textLength="12.2" clip-path="url(#terminal-3078501441-line-74)">│</text><text class="terminal-3078501441-r3" x="24.4" y="1825.6" textLength="158.6" clip-path="url(#terminal-3078501441-line-74)">Description:&#160;</text><text class="terminal-3078501441-r4" x="183" y="1825.6" textLength="805.2" clip-path="url(#terminal-3078501441-line-74)">Generates&#160;the&#160;absurd&#160;image&#160;based&#160;on&#160;the&#160;creative&#160;scene&#160;description</text><text class="terminal-3078501441-r5" x="1207.8" y="1825.6" textLength="12.2" clip-path="url(#terminal-3078501441-line-74)">│</text><text class="terminal-3078501441-r3" x="1220" y="1825.6" textLength="12.2" clip-path="url(#terminal-3078501441-line-74)">
+</text><text class="terminal-3078501441-r5" x="0" y="1850" textLength="12.2" clip-path="url(#terminal-3078501441-line-75)">│</text><text class="terminal-3078501441-r5" x="1207.8" y="1850" textLength="12.2" clip-path="url(#terminal-3078501441-line-75)">│</text><text class="terminal-3078501441-r3" x="1220" y="1850" textLength="12.2" clip-path="url(#terminal-3078501441-line-75)">
+</text><text class="terminal-3078501441-r5" x="0" y="1874.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-76)">│</text><text class="terminal-3078501441-r5" x="1207.8" y="1874.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-76)">│</text><text class="terminal-3078501441-r3" x="1220" y="1874.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-76)">
+</text><text class="terminal-3078501441-r5" x="0" y="1898.8" textLength="12.2" clip-path="url(#terminal-3078501441-line-77)">│</text><text class="terminal-3078501441-r3" x="24.4" y="1898.8" textLength="85.4" clip-path="url(#terminal-3078501441-line-77)">Input:&#160;</text><text class="terminal-3078501441-r11" x="109.8" y="1898.8" textLength="146.4" clip-path="url(#terminal-3078501441-line-77)">image_prompt</text><text class="terminal-3078501441-r3" x="256.2" y="1898.8" textLength="24.4" clip-path="url(#terminal-3078501441-line-77)">&#160;(</text><text class="terminal-3078501441-r6" x="280.6" y="1898.8" textLength="134.2" clip-path="url(#terminal-3078501441-line-77)">ImagePrompt</text><text class="terminal-3078501441-r3" x="414.8" y="1898.8" textLength="780.8" clip-path="url(#terminal-3078501441-line-77)">)&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="terminal-3078501441-r5" x="1207.8" y="1898.8" textLength="12.2" clip-path="url(#terminal-3078501441-line-77)">│</text><text class="terminal-3078501441-r3" x="1220" y="1898.8" textLength="12.2" clip-path="url(#terminal-3078501441-line-77)">
+</text><text class="terminal-3078501441-r5" x="0" y="1923.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-78)">│</text><text class="terminal-3078501441-r5" x="1207.8" y="1923.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-78)">│</text><text class="terminal-3078501441-r3" x="1220" y="1923.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-78)">
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+</text><text class="terminal-3078501441-r5" x="0" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">│</text><text class="terminal-3078501441-r3" x="24.4" y="1996.4" textLength="292.8" clip-path="url(#terminal-3078501441-line-81)">Image&#160;Generation&#160;Skill:&#160;</text><text class="terminal-3078501441-r2" x="317.2" y="1996.4" textLength="268.4" clip-path="url(#terminal-3078501441-line-81)">gen_image_high_quality</text><text class="terminal-3078501441-r5" x="1207.8" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">│</text><text class="terminal-3078501441-r3" x="1220" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">
+</text><text class="terminal-3078501441-r5" x="0" y="2020.8" textLength="1220" clip-path="url(#terminal-3078501441-line-82)">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</text><text class="terminal-3078501441-r3" x="1220" y="2020.8" textLength="12.2" clip-path="url(#terminal-3078501441-line-82)">
+</text>
+    </g>
+    </g>
+</svg>
diff --git a/crazy/inputs.json b/crazy/inputs.json
new file mode 100644
index 0000000..9e26dfe
--- /dev/null
+++ b/crazy/inputs.json
@@ -0,0 +1 @@
+{}
\ No newline at end of file
diff --git a/crazy/run_generate_crazy_image.py b/crazy/run_generate_crazy_image.py
new file mode 100644
index 0000000..2d0f24d
--- /dev/null
+++ b/crazy/run_generate_crazy_image.py
@@ -0,0 +1,19 @@
+import asyncio
+
+from pipelex.core.stuffs.image_content import ImageContent
+from pipelex.pipelex import Pipelex
+from pipelex.pipeline.execute import execute_pipeline
+
+
+async def run_generate_crazy_image() -> ImageContent:
+    pipe_output = await execute_pipeline(
+        pipe_code="generate_crazy_image",
+    )
+    return pipe_output.main_stuff_as(content_type=ImageContent)
+
+
+if __name__ == "__main__":
+    # Initialize Pipelex
+    with Pipelex.make():
+        # Run the pipeline
+        result = asyncio.run(run_generate_crazy_image())
diff --git a/crazy/structures/__init__.py b/crazy/structures/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crazy/structures/crazy_image_generation_ImagePrompt.py b/crazy/structures/crazy_image_generation_ImagePrompt.py
new file mode 100644
index 0000000..46b45ae
--- /dev/null
+++ b/crazy/structures/crazy_image_generation_ImagePrompt.py
@@ -0,0 +1,22 @@
+"""
+AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from enum import Enum
+from typing import Any, Dict, List, Literal, Optional
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pipelex.core.stuffs.text_content import TextContent
+from pydantic import Field
+
+
+class ImagePrompt(TextContent):
+    """Generated ImagePrompt class"""
diff --git a/examples.sh b/examples.sh
index 334fa91..3cfe61b 100644
--- a/examples.sh
+++ b/examples.sh
@@ -11,3 +11,7 @@ pipelex build pipe "Given an expense report, apply company rules"
 pipelex build pipe "Given a theme, write a Haiku"
 
 pipelex build pipe "Imagine a crazy funny image to render, like a green cow on the Eiffel Tower but not that, and then render it"
+
+pipelex run generate_crazy_image --graph
+
+pipelex run analyze_cvs_for_job_offer --inputs cv_match_scw/inputs.json --graph

From d79a90a3cb6d21b131862e4e3ef2aedf95a9f380 Mon Sep 17 00:00:00 2001
From: Louis Choquel <8851983+lchoquel@users.noreply.github.com>
Date: Mon, 12 Jan 2026 17:07:01 +0100
Subject: [PATCH 11/22] Use feature/Chicago

---
 .pipelex/inference/backends.toml              | 109 +++++
 .pipelex/inference/backends/anthropic.toml    | 100 +++++
 .pipelex/inference/backends/azure_openai.toml | 213 ++++++++++
 .pipelex/inference/backends/bedrock.toml      | 120 ++++++
 .pipelex/inference/backends/blackboxai.toml   | 240 +++++++++++
 .pipelex/inference/backends/fal.toml          | 107 +++++
 .pipelex/inference/backends/google.toml       |  94 +++++
 .pipelex/inference/backends/groq.toml         | 129 ++++++
 .pipelex/inference/backends/huggingface.toml  |  43 ++
 .pipelex/inference/backends/internal.toml     |  37 ++
 .pipelex/inference/backends/mistral.toml      | 164 ++++++++
 .pipelex/inference/backends/ollama.toml       |  63 +++
 .pipelex/inference/backends/openai.toml       | 208 +++++++++
 .../inference/backends/pipelex_gateway.toml   |  41 ++
 .../inference/backends/pipelex_inference.toml | 205 +++++++++
 .pipelex/inference/backends/portkey.toml      | 263 ++++++++++++
 .pipelex/inference/backends/scaleway.toml     |  67 +++
 .pipelex/inference/backends/vertexai.toml     |  54 +++
 .pipelex/inference/backends/xai.toml          |  56 +++
 .pipelex/inference/deck/base_deck.toml        | 202 +++++++++
 .pipelex/inference/deck/overrides.toml        |  19 +
 .pipelex/inference/routing_profiles.toml      | 173 ++++++++
 .pipelex/pipelex.toml                         | 162 +++++++
 .pipelex/pipelex_service.toml                 |  19 +
 .pipelex/telemetry.toml                       |  92 ++++
 Makefile                                      |   6 +-
 crazy/__init__.py                             |   0
 crazy/bundle.plx                              |  42 ++
 crazy/bundle_view.html                        | 111 +++++
 crazy/bundle_view.svg                         | 397 ++++++++++++++++++
 crazy/inputs.json                             |   1 +
 crazy/run_generate_crazy_image.py             |  19 +
 crazy/structures/__init__.py                  |   0
 .../crazy_image_generation_ImagePrompt.py     |  22 +
 my_project/hello_world.py                     |   2 +-
 pyproject.toml                                |   6 +-
 uv.lock                                       | 164 ++++----
 37 files changed, 3666 insertions(+), 84 deletions(-)
 create mode 100644 .pipelex/inference/backends.toml
 create mode 100644 .pipelex/inference/backends/anthropic.toml
 create mode 100644 .pipelex/inference/backends/azure_openai.toml
 create mode 100644 .pipelex/inference/backends/bedrock.toml
 create mode 100644 .pipelex/inference/backends/blackboxai.toml
 create mode 100644 .pipelex/inference/backends/fal.toml
 create mode 100644 .pipelex/inference/backends/google.toml
 create mode 100644 .pipelex/inference/backends/groq.toml
 create mode 100644 .pipelex/inference/backends/huggingface.toml
 create mode 100644 .pipelex/inference/backends/internal.toml
 create mode 100644 .pipelex/inference/backends/mistral.toml
 create mode 100644 .pipelex/inference/backends/ollama.toml
 create mode 100644 .pipelex/inference/backends/openai.toml
 create mode 100644 .pipelex/inference/backends/pipelex_gateway.toml
 create mode 100644 .pipelex/inference/backends/pipelex_inference.toml
 create mode 100644 .pipelex/inference/backends/portkey.toml
 create mode 100644 .pipelex/inference/backends/scaleway.toml
 create mode 100644 .pipelex/inference/backends/vertexai.toml
 create mode 100644 .pipelex/inference/backends/xai.toml
 create mode 100644 .pipelex/inference/deck/base_deck.toml
 create mode 100644 .pipelex/inference/deck/overrides.toml
 create mode 100644 .pipelex/inference/routing_profiles.toml
 create mode 100644 .pipelex/pipelex.toml
 create mode 100644 .pipelex/pipelex_service.toml
 create mode 100644 .pipelex/telemetry.toml
 create mode 100644 crazy/__init__.py
 create mode 100644 crazy/bundle.plx
 create mode 100644 crazy/bundle_view.html
 create mode 100644 crazy/bundle_view.svg
 create mode 100644 crazy/inputs.json
 create mode 100644 crazy/run_generate_crazy_image.py
 create mode 100644 crazy/structures/__init__.py
 create mode 100644 crazy/structures/crazy_image_generation_ImagePrompt.py

diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
new file mode 100644
index 0000000..46cbb79
--- /dev/null
+++ b/.pipelex/inference/backends.toml
@@ -0,0 +1,109 @@
+####################################################################################################
+# Pipelex Inference Backends Configuration
+####################################################################################################
+#
+# This file configures the inference backends available to Pipelex.
+# Each backend connects to a different AI service provider (OpenAI, Anthropic, Google, etc.).
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+[pipelex_gateway]
+display_name = "⭐ Pipelex Gateway"
+enabled = true                         # Enable after accepting terms via `pipelex init config`
+api_key = "${PIPELEX_GATEWAY_API_KEY}"
+
+[anthropic]
+enabled = false
+api_key = "${ANTHROPIC_API_KEY}"
+valued_constraints = { max_output_tokens_limit = 8192 }
+
+[azure_openai]
+display_name = "Azure OpenAI"
+enabled = false
+endpoint = "${AZURE_API_BASE}"
+api_key = "${AZURE_API_KEY}"
+api_version = "${AZURE_API_VERSION}"
+
+[bedrock]
+display_name = "Amazon Bedrock"
+enabled = false
+aws_region = "${AWS_REGION}"
+
+[blackboxai]
+display_name = "BlackBox AI"
+enabled = false
+endpoint = "https://api.blackbox.ai/v1"
+api_key = "${BLACKBOX_API_KEY}"
+
+[fal]
+display_name = "FAL"
+enabled = false
+api_key = "${FAL_API_KEY}"
+
+[google]
+display_name = "Google AI"
+enabled = false
+api_key = "${GOOGLE_API_KEY}"
+
+[groq]
+display_name = "Groq"
+enabled = false
+endpoint = "https://api.groq.com/openai/v1"
+api_key = "${GROQ_API_KEY}"
+
+[huggingface]
+display_name = "Hugging Face"
+enabled = false
+api_key = "${HF_TOKEN}"
+
+[mistral]
+display_name = "Mistral AI"
+enabled = false
+api_key = "${MISTRAL_API_KEY}"
+
+[ollama]
+enabled = false
+endpoint = "http://localhost:11434/v1"
+
+[openai]
+display_name = "OpenAI"
+enabled = false
+api_key = "${OPENAI_API_KEY}"
+
+[portkey]
+display_name = "Portkey"
+enabled = false
+endpoint = "https://api.portkey.ai/v1"
+api_key = "${PORTKEY_API_KEY}"
+
+[scaleway]
+display_name = "Scaleway"
+enabled = false
+endpoint = "${SCALEWAY_ENDPOINT}"
+api_key = "${SCALEWAY_API_KEY}"
+
+[vertexai]
+display_name = "Google Vertex AI"
+enabled = false                                            # This is the only one we disable beacuse setting it up requires internet access just to get credentials so it fails in CI sandboxes
+gcp_project_id = "${GCP_PROJECT_ID}"
+gcp_location = "${GCP_LOCATION}"
+gcp_credentials_file_path = "${GCP_CREDENTIALS_FILE_PATH}"
+
+[xai]
+display_name = "xAI"
+enabled = false
+endpoint = "https://api.x.ai/v1"
+api_key = "${XAI_API_KEY}"
+
+[internal] # software-only backend, runs internally, without AI
+enabled = true
+
+# Deprecated
+[pipelex_inference]
+display_name = "🛑 Legacy Pipelex Inference"
+enabled = false
+endpoint = "https://inference.pipelex.com/v1"
+api_key = "${PIPELEX_INFERENCE_API_KEY}"
diff --git a/.pipelex/inference/backends/anthropic.toml b/.pipelex/inference/backends/anthropic.toml
new file mode 100644
index 0000000..0f04f4d
--- /dev/null
+++ b/.pipelex/inference/backends/anthropic.toml
@@ -0,0 +1,100 @@
+################################################################################
+# Anthropic Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Anthropic Claude models.
+# It contains model definitions for various Claude language models
+# accessible through the Anthropic API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["claude-3.5-sonnet"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "anthropic"
+prompting_target = "anthropic"
+structure_method = "instructor/anthropic_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Claude 3 Series ----------------------------------------------------------
+[claude-3-haiku]
+model_id = "claude-3-haiku-20240307"
+max_tokens = 4096
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 0.25, output = 1.25 }
+
+# --- Claude 3.7 Series --------------------------------------------------------
+["claude-3.7-sonnet"]
+model_id = "claude-3-7-sonnet-20250219"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+# --- Claude 4 Series ----------------------------------------------------------
+[claude-4-sonnet]
+model_id = "claude-sonnet-4-20250514"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+[claude-4-opus]
+model_id = "claude-opus-4-20250514"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+# --- Claude 4.1 Series --------------------------------------------------------
+["claude-4.1-opus"]
+model_id = "claude-opus-4-1-20250805"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+# --- Claude 4.5 Series --------------------------------------------------------
+["claude-4.5-sonnet"]
+model_id = "claude-sonnet-4-5-20250929"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+["claude-4.5-haiku"]
+model_id = "claude-haiku-4-5-20251001"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 1.0, output = 5.0 }
+
+["claude-4.5-opus"]
+model_id = "claude-opus-4-5-20251101"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 5.0, output = 25.0 }
diff --git a/.pipelex/inference/backends/azure_openai.toml b/.pipelex/inference/backends/azure_openai.toml
new file mode 100644
index 0000000..8a89898
--- /dev/null
+++ b/.pipelex/inference/backends/azure_openai.toml
@@ -0,0 +1,213 @@
+################################################################################
+# Azure OpenAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Azure OpenAI models.
+# It contains model definitions for OpenAI models deployed on Azure
+# accessible through the Azure OpenAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "azure_openai_responses"
+prompting_target = "openai"
+structure_method = "instructor/openai_responses_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- GPT-4o Series ------------------------------------------------------------
+[gpt-4o]
+model_id = "gpt-4o-2024-11-20"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+
+[gpt-4o-mini]
+model_id = "gpt-4o-mini-2024-07-18"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+
+# --- GPT-4.1 Series -----------------------------------------------------------
+["gpt-4.1"]
+model_id = "gpt-4.1-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+
+["gpt-4.1-mini"]
+model_id = "gpt-4.1-mini-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+
+["gpt-4.1-nano"]
+model_id = "gpt-4.1-nano-2025-04-14"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+
+# --- o Series ----------------------------------------------------------------
+[o1-mini]
+model_id = "o1-mini-2024-09-12"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 3.0, output = 12.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[o1]
+model_id = "o1-2024-12-17"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.0, output = 60.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[o3-mini]
+model_id = "o3-mini-2025-01-31"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+
+[o3]
+model_id = "o3-2025-04-16"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5 Series -------------------------------------------------------------
+[gpt-5-mini]
+model_id = "gpt-5-mini-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[gpt-5-nano]
+model_id = "gpt-5-nano-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.4 }
+valued_constraints = { fixed_temperature = 1 }
+
+[gpt-5-chat]
+model_id = "gpt-5-chat-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[gpt-5]
+model_id = "gpt-5-2025-08-07"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5.1 Series -------------------------------------------------------------
+["gpt-5.1"]
+model_id = "gpt-5.1-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+["gpt-5.1-chat"]
+model_id = "gpt-5.1-chat-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+["gpt-5.1-codex"]
+model_id = "gpt-5.1-codex-2025-11-13"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5.2 Series -------------------------------------------------------------
+["gpt-5.2"]
+model_id = "gpt-5.2-2025-12-11"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.75, output = 14.0 }
+
+["gpt-5.2-chat"]
+model_id = "gpt-5.2-chat-2025-12-11"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# --- OpenAI Image Generation --------------------------------------------------
+[gpt-image-1]
+sdk = "azure_rest_img_gen"
+model_type = "img_gen"
+model_id = "gpt-image-1-2025-04-15"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 10, output = 40 }
+
+[gpt-image-1.rules]
+prompt = "positive_only"
+num_images = "gpt"
+aspect_ratio = "gpt"
+background = "gpt"
+inference = "gpt"
+safety_checker = "unavailable"
+output_format = "gpt"
+
+[gpt-image-1-mini]
+sdk = "azure_rest_img_gen"
+model_type = "img_gen"
+model_id = "gpt-image-1-mini-2025-10-06"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 2.5, output = 8 }
+
+[gpt-image-1-mini.rules]
+prompt = "positive_only"
+num_images = "gpt"
+aspect_ratio = "gpt"
+background = "gpt"
+inference = "gpt"
+safety_checker = "unavailable"
+output_format = "gpt"
+
+["gpt-image-1.5"]
+sdk = "azure_rest_img_gen"
+model_type = "img_gen"
+model_id = "gpt-image-1.5-2025-12-16"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 8, output = 32 }
+
+["gpt-image-1.5".rules]
+prompt = "positive_only"
+num_images = "gpt"
+aspect_ratio = "gpt"
+background = "gpt"
+inference = "gpt"
+safety_checker = "unavailable"
+output_format = "gpt"
diff --git a/.pipelex/inference/backends/bedrock.toml b/.pipelex/inference/backends/bedrock.toml
new file mode 100644
index 0000000..c4ab176
--- /dev/null
+++ b/.pipelex/inference/backends/bedrock.toml
@@ -0,0 +1,120 @@
+################################################################################
+# Amazon Bedrock Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Amazon Bedrock models.
+# It contains model definitions for various language models
+# accessible through the Amazon Bedrock service.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["claude-3.5-sonnet"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "bedrock_aioboto3"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Mistral Models -----------------------------------------------------------
+[bedrock-mistral-large]
+model_id = "mistral.mistral-large-2407-v1:0"
+max_tokens = 8192
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 4.0, output = 12.0 }
+
+# --- Meta Llama Models --------------------------------------------------------
+[bedrock-meta-llama-3-3-70b-instruct]
+model_id = "us.meta.llama3-3-70b-instruct-v1:0"
+max_tokens = 8192
+inputs = ["text"]
+outputs = ["text"]
+# TODO: find out the actual cost per million tokens for llama3 on bedrock
+costs = { input = 3.0, output = 15.0 }
+
+# --- Amazon Nova Models -------------------------------------------------------
+[bedrock-nova-pro]
+model_id = "us.amazon.nova-pro-v1:0"
+max_tokens = 5120
+inputs = ["text"]
+outputs = ["text"]
+# TODO: find out the actual cost per million tokens for nova on bedrock
+costs = { input = 3.0, output = 15.0 }
+
+# --- Claude LLMs --------------------------------------------------------------
+["claude-3.7-sonnet"]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-3-7-sonnet-20250219-v1:0"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+[claude-4-sonnet]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-sonnet-4-20250514-v1:0"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+[claude-4-opus]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-opus-4-20250514-v1:0"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+["claude-4.1-opus"]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-opus-4-1-20250805-v1:0"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+["claude-4.5-sonnet"]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-sonnet-4-5-20250929-v1:0"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+
+["claude-4.5-haiku"]
+sdk = "bedrock_anthropic"
+model_id = "us.anthropic.claude-haiku-4-5-20251001-v1:0"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 1.0, output = 5.0 }
+
+["claude-4.5-opus"]
+sdk = "bedrock_anthropic"
+model_id = "global.anthropic.claude-opus-4-5-20251101-v1:0"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 5.0, output = 25.0 }
diff --git a/.pipelex/inference/backends/blackboxai.toml b/.pipelex/inference/backends/blackboxai.toml
new file mode 100644
index 0000000..9ee0433
--- /dev/null
+++ b/.pipelex/inference/backends/blackboxai.toml
@@ -0,0 +1,240 @@
+################################################################################
+# BlackBoxAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for BlackBoxAI models.
+# It contains model definitions for various language models from different providers
+# accessible through the BlackBoxAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.5-preview"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+structure_method = "instructor/openai_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- OpenAI Models ------------------------------------------------------------
+[gpt-4o-mini]
+model_id = "blackboxai/openai/gpt-4o-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.60 }
+
+[gpt-4o]
+model_id = "blackboxai/openai/gpt-4o"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.50, output = 10.00 }
+
+[o1-mini]
+model_id = "blackboxai/openai/o1-mini"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.10, output = 4.40 }
+
+[o4-mini]
+model_id = "blackboxai/openai/o4-mini"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.10, output = 4.40 }
+
+# --- Claude LLMs --------------------------------------------------------------
+["claude-3.5-haiku"]
+model_id = "blackboxai/anthropic/claude-3.5-haiku"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.80, output = 4.00 }
+
+["claude-3.5-sonnet"]
+model_id = "blackboxai/anthropic/claude-3.5-sonnet"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3.00, output = 15.00 }
+
+["claude-3.7-sonnet"]
+model_id = "blackboxai/anthropic/claude-3.7-sonnet"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3.00, output = 15.00 }
+
+[claude-opus-4]
+model_id = "blackboxai/anthropic/claude-opus-4"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.00, output = 75.00 }
+
+[claude-4-sonnet]
+model_id = "blackboxai/anthropic/claude-sonnet-4"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3.00, output = 15.00 }
+
+["claude-4.5-sonnet"]
+model_id = "blackboxai/anthropic/claude-sonnet-4.5"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.28, output = 1.10 }
+
+# --- Google Models ------------------------------------------------------------
+["gemini-2.5-flash"]
+model_id = "blackboxai/google/gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.30, output = 2.50 }
+
+["gemini-2.5-pro"]
+model_id = "blackboxai/google/gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.00 }
+
+["gemini-flash-1.5-8b"]
+model_id = "blackboxai/google/gemini-flash-1.5-8b"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.04, output = 0.15 }
+
+# --- Mistral Models -----------------------------------------------------------
+[mistral-large]
+model_id = "blackboxai/mistralai/mistral-large"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 2.00, output = 6.00 }
+
+[pixtral-large-2411]
+model_id = "blackboxai/mistralai/pixtral-large-2411"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.00, output = 6.00 }
+
+# --- Meta Llama Models --------------------------------------------------------
+["llama-3.3-70b-instruct"]
+model_id = "blackboxai/meta-llama/llama-3.3-70b-instruct"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.04, output = 0.12 }
+
+["llama-3.2-11b-vision-instruct"]
+model_id = "blackboxai/meta-llama/llama-3.2-11b-vision-instruct"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.05 }
+
+# --- Qwen Models --------------------------------------------------------------
+["qwen-2.5-72b-instruct"]
+model_id = "blackboxai/qwen/qwen-2.5-72b-instruct"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.12, output = 0.39 }
+
+["qwen2.5-vl-72b-instruct"]
+model_id = "blackboxai/qwen/qwen2.5-vl-72b-instruct"
+inputs = ["text", "images"]
+outputs = ["text"]
+costs = { input = 0.25, output = 0.75 }
+
+# --- Amazon Nova Models -------------------------------------------------------
+[nova-micro-v1]
+model_id = "blackboxai/amazon/nova-micro-v1"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.04, output = 0.14 }
+
+[nova-lite-v1]
+model_id = "blackboxai/amazon/nova-lite-v1"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.06, output = 0.24 }
+
+################################################################################
+# FREE MODELS
+################################################################################
+
+# --- DeepSeek Free Models -----------------------------------------------------
+[deepseek-chat]
+model_id = "blackboxai/deepseek/deepseek-chat:free"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.00, output = 0.00 }
+
+[deepseek-r1]
+model_id = "blackboxai/deepseek/deepseek-r1:free"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.00, output = 0.00 }
+
+# --- Meta Llama Free Models ---------------------------------------------------
+["llama-3.3-70b-instruct-free"]
+model_id = "blackboxai/meta-llama/llama-3.3-70b-instruct:free"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.00, output = 0.00 }
+
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+[flux-pro]
+model_type = "img_gen"
+sdk = "blackboxai_img_gen"
+model_id = "blackboxai/black-forest-labs/flux-pro"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.04 }
+
+["flux-pro/v1.1"]
+model_type = "img_gen"
+sdk = "blackboxai_img_gen"
+model_id = "blackboxai/black-forest-labs/flux-1.1-pro"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.04 }
+
+["flux-pro/v1.1-ultra"]
+model_type = "img_gen"
+sdk = "blackboxai_img_gen"
+model_id = "blackboxai/black-forest-labs/flux-1.1-pro-ultra"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.06 }
+
+[fast-lightning-sdxl]
+model_type = "img_gen"
+sdk = "blackboxai_img_gen"
+model_id = "blackboxai/bytedance/sdxl-lightning-4step"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.0014 }
+
+[nano-banana]
+model_type = "img_gen"
+sdk = "blackboxai_img_gen"
+model_id = "blackboxai/google/nano-banana"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.039 }
+
+[nano-banana-pro]
+model_type = "img_gen"
+sdk = "blackboxai_img_gen"
+model_id = "blackboxai/google/nano-banana-pro"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.039 }
diff --git a/.pipelex/inference/backends/fal.toml b/.pipelex/inference/backends/fal.toml
new file mode 100644
index 0000000..3433f99
--- /dev/null
+++ b/.pipelex/inference/backends/fal.toml
@@ -0,0 +1,107 @@
+################################################################################
+# FAL Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for FAL (Fast AI Labs) models.
+# It contains model definitions for various image generation models
+# accessible through the FAL API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["flux-pro/v1.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "img_gen"
+sdk = "fal"
+prompting_target = "fal"
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# --- Flux Pro Series ----------------------------------------------------------
+[flux-pro]
+model_id = "fal-ai/flux-pro"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.05, output = 0.0 }
+
+[flux-pro.rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux"
+inference = "flux"
+safety_checker = "available"
+output_format = "flux_1"
+specific = "fal"
+
+["flux-pro/v1.1"]
+model_id = "fal-ai/flux-pro/v1.1"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.05, output = 0.0 }
+
+["flux-pro/v1.1".rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux"
+inference = "flux"
+safety_checker = "available"
+output_format = "flux_1"
+specific = "fal"
+
+["flux-pro/v1.1-ultra"]
+model_id = "fal-ai/flux-pro/v1.1-ultra"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.06, output = 0.0 }
+
+["flux-pro/v1.1-ultra".rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux_11_ultra"
+inference = "flux_11_ultra"
+safety_checker = "available"
+output_format = "flux_1"
+specific = "fal"
+
+[flux-2]
+model_id = "fal-ai/flux-2"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.05, output = 0.0 }
+
+[flux-2.rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux"
+inference = "flux"
+safety_checker = "available"
+output_format = "flux_2"
+specific = "fal"
+
+# --- SDXL models --------------------------------------------------------------
+[fast-lightning-sdxl]
+model_id = "fal-ai/fast-lightning-sdxl"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0003, output = 0.0 }
+
+[fast-lightning-sdxl.rules]
+prompt = "positive_only"
+num_images = "fal"
+aspect_ratio = "flux"
+inference = "sdxl_lightning"
+safety_checker = "unavailable"
+output_format = "sdxl"
+specific = "fal"
diff --git a/.pipelex/inference/backends/google.toml b/.pipelex/inference/backends/google.toml
new file mode 100644
index 0000000..36e19c2
--- /dev/null
+++ b/.pipelex/inference/backends/google.toml
@@ -0,0 +1,94 @@
+################################################################################
+# Google Gemini API Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Google Gemini API models.
+# It contains model definitions for Gemini language models
+# accessible through the Google Gemini API (not VertexAI).
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gemini-2.0-flash"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "google"
+prompting_target = "gemini"
+structure_method = "instructor/genai_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Gemini 2.0 Series ----------------------------------------
+["gemini-2.0-flash"]
+model_id = "gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.10, output = 0.40 }
+
+# --- Gemini 2.5 Series ----------------------------------------
+["gemini-2.5-pro"]
+model_id = "gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+
+["gemini-2.5-flash"]
+model_id = "gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.30, output = 2.50 }
+
+["gemini-2.5-flash-lite"]
+model_id = "gemini-2.5-flash-lite"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.10, output = 0.40 }
+
+# --- Gemini 3.0 Series ----------------------------------------
+["gemini-3.0-pro"]
+model_id = "gemini-3-pro-preview"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 2, output = 12.0 }
+
+["gemini-3.0-flash-preview"]
+model_id = "gemini-3-flash-preview"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.5, output = 3.0 }
+
+################################################################################
+# IMAGE GENERATION MODELS (Nano Banana)
+################################################################################
+
+[nano-banana]
+model_type = "img_gen"
+model_id = "gemini-2.5-flash-image"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.039 }
+
+[nano-banana-pro]
+model_type = "img_gen"
+model_id = "gemini-3-pro-image-preview"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.039 }
diff --git a/.pipelex/inference/backends/groq.toml b/.pipelex/inference/backends/groq.toml
new file mode 100644
index 0000000..72bdae3
--- /dev/null
+++ b/.pipelex/inference/backends/groq.toml
@@ -0,0 +1,129 @@
+################################################################################
+# Groq Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Groq models.
+# It contains model definitions for various LLM models accessible through
+# the Groq API, including text-only and vision-capable models.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots or slashes must be quoted (e.g., ["meta-llama/llama-4-scout"])
+# - Model costs are in USD per million tokens (input/output)
+# - Vision models support max 5 images per request, 33MP max resolution
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+structure_method = "instructor/json"
+
+################################################################################
+# PRODUCTION TEXT MODELS
+################################################################################
+
+# --- Meta Llama 3.x Series ----------------------------------------------------
+["llama-3.1-8b-instant"]
+model_id = "llama-3.1-8b-instant"
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.08 }
+
+["llama-3.3-70b-versatile"]
+model_id = "llama-3.3-70b-versatile"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.59, output = 0.79 }
+
+# --- Meta Llama Guard ---------------------------------------------------------
+[llama-guard-4-12b]
+model_id = "meta-llama/llama-guard-4-12b"
+max_tokens = 1024
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.20, output = 0.20 }
+
+# --- OpenAI GPT-OSS Models ----------------------------------------------------
+[gpt-oss-20b]
+model_id = "openai/gpt-oss-20b"
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.075, output = 0.30 }
+
+[gpt-oss-120b]
+model_id = "openai/gpt-oss-120b"
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.60 }
+
+# --- Groq Compound Systems ----------------------------------------------------
+["groq/compound"]
+model_id = "groq/compound"
+max_tokens = 8192
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.45 }
+
+["groq/compound-mini"]
+model_id = "groq/compound-mini"
+max_tokens = 8192
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.30 }
+
+################################################################################
+# PREVIEW MODELS
+################################################################################
+
+# --- Meta Llama 4 Vision Models (Preview) -------------------------------------
+[llama-4-scout-17b-16e-instruct]
+model_id = "meta-llama/llama-4-scout-17b-16e-instruct"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 5
+costs = { input = 0.11, output = 0.34 }
+
+[llama-4-maverick-17b-128e-instruct]
+model_id = "meta-llama/llama-4-maverick-17b-128e-instruct"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 5
+costs = { input = 0.20, output = 0.60 }
+
+# --- Moonshot Kimi K2 ---------------------------------------------------------
+[kimi-k2-instruct-0905]
+model_id = "moonshotai/kimi-k2-instruct-0905"
+max_tokens = 16384
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.00, output = 3.00 }
+
+# --- OpenAI Safety Model ------------------------------------------------------
+[gpt-oss-safeguard-20b]
+model_id = "openai/gpt-oss-safeguard-20b"
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.075, output = 0.30 }
+
+# --- Qwen 3 -------------------------------------------------------------------
+[qwen3-32b]
+model_id = "qwen/qwen3-32b"
+max_tokens = 40960
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.29, output = 0.59 }
diff --git a/.pipelex/inference/backends/huggingface.toml b/.pipelex/inference/backends/huggingface.toml
new file mode 100644
index 0000000..1a79638
--- /dev/null
+++ b/.pipelex/inference/backends/huggingface.toml
@@ -0,0 +1,43 @@
+################################################################################
+# Hugging Face Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Hugging Face models.
+# It contains model definitions for various image generation models
+# accessible through the Hugging Face Inference API with provider="auto".
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots or slashes must be quoted (e.g., ["stabilityai/stable-diffusion-2-1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "img_gen"
+sdk = "huggingface_img_gen"
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# --- Qwen Image Models --------------------------------------------------
+[qwen-image]
+model_id = "Qwen/Qwen-Image"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 0.0, output = 0.0 }
+variant = "fal-ai"
+# variant = "replicate"
+
+[qwen-image.rules]
+prompt = "with_negative"
+aspect_ratio = "qwen_image"
+inference = "qwen_image"
diff --git a/.pipelex/inference/backends/internal.toml b/.pipelex/inference/backends/internal.toml
new file mode 100644
index 0000000..e44b222
--- /dev/null
+++ b/.pipelex/inference/backends/internal.toml
@@ -0,0 +1,37 @@
+################################################################################
+# Internal Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for internal software-only models.
+# These models run internally without external APIs or AI services.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# TEXT EXTRACTION MODELS
+################################################################################
+
+# --- PyPDFium2 Text Extractor -------------------------------------------------
+[pypdfium2-extract-pdf]
+model_type = "text_extractor"
+sdk = "pypdfium2"
+model_id = "extract-text"
+inputs = ["pdf"]
+outputs = ["pages"]
+costs = {}
+
+# --- Docling Text Extractor ---------------------------------------------------
+[docling-extract-text]
+model_type = "text_extractor"
+sdk = "docling_sdk"
+model_id = "extract-text"
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+costs = {}
diff --git a/.pipelex/inference/backends/mistral.toml b/.pipelex/inference/backends/mistral.toml
new file mode 100644
index 0000000..b695ac7
--- /dev/null
+++ b/.pipelex/inference/backends/mistral.toml
@@ -0,0 +1,164 @@
+################################################################################
+# Mistral Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Mistral AI models.
+# It contains model definitions for various Mistral language models and specialized models
+# accessible through the Mistral API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["ministral-3b"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "mistral"
+prompting_target = "mistral"
+structure_method = "instructor/mistral_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Ministral Series ---------------------------------------------------------
+[ministral-3b]
+model_id = "ministral-3b-latest"
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.04, output = 0.04 }
+
+[ministral-8b]
+model_id = "ministral-8b-latest"
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.1 }
+
+# --- Mistral 7B Series --------------------------------------------------------
+[mistral-7b-2312]
+model_id = "mistral-large-2402"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 0.25 }
+
+# --- Mistral 8x7B Series ------------------------------------------------------
+[mistral-8x7b-2312]
+model_id = "open-mixtral-8x7b"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0.7, output = 0.7 }
+
+# --- Mistral Codestral Series -------------------------------------------------
+[mistral-codestral-2405]
+model_id = "codestral-2405"
+max_tokens = 262144
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 1.0, output = 3.0 }
+
+# --- Mistral Large Series -----------------------------------------------------
+[mistral-large-2402]
+model_id = "mistral-large-2402"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 4.0, output = 12.0 }
+
+[mistral-large]
+model_id = "mistral-large-latest"
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 4.0, output = 12.0 }
+
+# --- Mistral Small Series -----------------------------------------------------
+[mistral-small-2402]
+model_id = "mistral-small-2402"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.0, output = 3.0 }
+
+[mistral-small]
+model_id = "mistral-small-latest"
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.0, output = 3.0 }
+
+# --- Pixtral Series -----------------------------------------------------------
+[pixtral-12b]
+model_id = "pixtral-12b-latest"
+max_tokens = 131072
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.15 }
+
+[pixtral-large]
+model_id = "pixtral-large-latest"
+max_tokens = 131072
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.0, output = 6.0 }
+
+# --- Mistral Medium Series ----------------------------------------------------
+[mistral-medium]
+model_id = "mistral-medium-latest"
+max_tokens = 128000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 2.0 }
+
+[mistral-medium-2508]
+model_id = "mistral-medium-2508"
+max_tokens = 128000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 2.0 }
+
+################################################################################
+# EXTRACTION MODELS
+################################################################################
+
+# TODO: add support to pricing per page
+
+[mistral-ocr-2503]
+model_type = "text_extractor"
+model_id = "mistral-ocr-2503"
+max_tokens = 16384
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+
+[mistral-ocr-2505]
+model_type = "text_extractor"
+model_id = "mistral-ocr-2505"
+max_tokens = 16384
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+
+[mistral-ocr-2512]
+model_type = "text_extractor"
+model_id = "mistral-ocr-2512"
+max_tokens = 16384
+inputs = ["pdf", "image"]
+outputs = ["pages"]
+
+[mistral-ocr]
+model_type = "text_extractor"
+model_id = "mistral-ocr-latest"
+max_tokens = 16384
+inputs = ["pdf", "image"]
+outputs = ["pages"]
diff --git a/.pipelex/inference/backends/ollama.toml b/.pipelex/inference/backends/ollama.toml
new file mode 100644
index 0000000..397e9ac
--- /dev/null
+++ b/.pipelex/inference/backends/ollama.toml
@@ -0,0 +1,63 @@
+################################################################################
+# Ollama Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Ollama models.
+# It contains model definitions for local language models
+# accessible through the Ollama API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["mistral-small3.1-24b"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "anthropic"
+structure_method = "instructor/openai_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Gemma Models -------------------------------------------------------------
+[gemma3-4b]
+model_id = "gemma3:4b"
+inputs = ["text"]
+outputs = ["text"]
+max_prompt_images = 3000
+costs = { input = 0, output = 0 }
+
+# --- Llama Models -------------------------------------------------------------
+[llama4-scout]
+model_id = "llama4:scout"
+inputs = ["text"]
+outputs = ["text"]
+max_prompt_images = 3000
+costs = { input = 0, output = 0 }
+
+# --- Mistral Models -----------------------------------------------------------
+["mistral-small3.1-24b"]
+model_id = "mistral-small3.1:24b"
+inputs = ["text"]
+outputs = ["text"]
+max_prompt_images = 3000
+costs = { input = 0, output = 0 }
+
+# --- Qwen Models --------------------------------------------------------------
+[qwen3-8b]
+model_id = "qwen3:8b"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0, output = 0 }
+# TODO: support <think> tokens
diff --git a/.pipelex/inference/backends/openai.toml b/.pipelex/inference/backends/openai.toml
new file mode 100644
index 0000000..e61d52e
--- /dev/null
+++ b/.pipelex/inference/backends/openai.toml
@@ -0,0 +1,208 @@
+################################################################################
+# OpenAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for OpenAI models.
+# It contains model definitions for various LLM and image generation models
+# accessible through the OpenAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai_responses"
+prompting_target = "openai"
+structure_method = "instructor/openai_responses_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- GPT-3.5 Series -----------------------------------------------------------
+["gpt-3.5-turbo"]
+model_id = "gpt-3.5-turbo-1106"
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.5, output = 1.5 }
+
+# --- GPT-4 Series -------------------------------------------------------------
+[gpt-4]
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 30.0, output = 60.0 }
+
+[gpt-4-turbo]
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 10.0, output = 30.0 }
+
+# --- GPT-4o Series ------------------------------------------------------------
+[gpt-4o-2024-11-20]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+
+[gpt-4o]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+
+[gpt-4o-mini-2024-07-18]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+
+[gpt-4o-mini]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+
+# --- GPT-4.1 Series -----------------------------------------------------------
+["gpt-4.1"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+
+["gpt-4.1-mini"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+
+["gpt-4.1-nano"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+
+# --- o Series ----------------------------------------------------------------
+[o1]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.0, output = 60.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[o3-mini]
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+
+[o3]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 10.0, output = 40.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[o4-mini]
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5 Series -------------------------------------------------------------
+[gpt-5]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[gpt-5-mini]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[gpt-5-nano]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.4 }
+valued_constraints = { fixed_temperature = 1 }
+
+[gpt-5-chat]
+model_id = "gpt-5-chat-latest"
+inputs = ["text", "images"]
+outputs = ["text"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+[gpt-5-codex]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5.1 Series -------------------------------------------------------------
+["gpt-5.1"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+
+["gpt-5.1-chat"]
+model_id = "gpt-5.1-chat-latest"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+["gpt-5.1-codex"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+["gpt-5.1-codex-max"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+# --- GPT-5.2 Series -------------------------------------------------------------
+["gpt-5.2"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.75, output = 14.0 }
+
+["gpt-5.2-chat"]
+model_id = "gpt-5.2-chat-latest"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.75, output = 14.0 }
+valued_constraints = { fixed_temperature = 1 }
+
+################################################################################
+# IMAGE GENERATION MODELS
+################################################################################
+
+# --- OpenAI Image Generation --------------------------------------------------
+[gpt-image-1]
+sdk = "openai_img_gen"
+model_type = "img_gen"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 10, output = 40 }
+
+[gpt-image-1-mini]
+sdk = "openai_img_gen"
+model_type = "img_gen"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 2.5, output = 8 }
+
+["gpt-image-1.5"]
+sdk = "openai_img_gen"
+model_type = "img_gen"
+model_id = "gpt-image-1.5"
+inputs = ["text"]
+outputs = ["image"]
+costs = { input = 8, output = 32 }
diff --git a/.pipelex/inference/backends/pipelex_gateway.toml b/.pipelex/inference/backends/pipelex_gateway.toml
new file mode 100644
index 0000000..bca075b
--- /dev/null
+++ b/.pipelex/inference/backends/pipelex_gateway.toml
@@ -0,0 +1,41 @@
+################################################################################
+# Pipelex Gateway Local Overrides
+################################################################################
+#
+# TELEMETRY NOTICE:
+#
+# Using Pipelex Gateway enables identified telemetry tied to your API key
+# (hashed for security). This is independent from your telemetry.toml settings.
+#
+# We collect only technical data (model names, token counts, latency, error rates).
+# We do NOT collect prompts, completions, pipe codes, or business data.
+#
+# This allows us to monitor service quality, enforce fair usage, and support you.
+#
+################################################################################
+#
+# WARNING: USE AT YOUR OWN RISK!
+#
+# The actual model configuration is fetched remotely from Pipelex servers.
+# Any override in this file may cause unexpected behavior or failures,
+# as the remote configuration may change at any time.
+#
+# If you must override, you may ONLY use these keys per model:
+#   - sdk
+#   - structure_method
+#
+# All other keys will be ignored.
+#
+# If you need custom configurations, consider using your own API keys
+# with direct provider backends (openai, anthropic, etc.) instead.
+#
+# Documentation:
+# https://docs.pipelex.com/home/7-configuration/config-technical/inference-backend-config/
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+# Per-model overrides example:
+# [gpt-4o]
+# sdk = "gateway_completions"
+# structure_method = "instructor/openai_tools"
diff --git a/.pipelex/inference/backends/pipelex_inference.toml b/.pipelex/inference/backends/pipelex_inference.toml
new file mode 100644
index 0000000..751c570
--- /dev/null
+++ b/.pipelex/inference/backends/pipelex_inference.toml
@@ -0,0 +1,205 @@
+################################################################################
+# Pipelex Inference Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for the Pipelex Inference backend.
+# It contains model definitions for various LLM and image generation models
+# accessible through the Pipelex unified inference API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "anthropic"
+structure_method = "instructor/openai_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- OpenAI LLMs --------------------------------------------------------------
+[gpt-4o]
+model_id = "pipelex/gpt-4o"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.75, output = 11.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+[gpt-4o-mini]
+model_id = "pipelex/gpt-4o-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.17, output = 0.66 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+["gpt-4.1"]
+model_id = "pipelex/gpt-4.1"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+["gpt-4.1-mini"]
+model_id = "pipelex/gpt-4.1-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+["gpt-4.1-nano"]
+model_id = "pipelex/gpt-4.1-nano"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+[gpt-5-nano]
+model_id = "pipelex/gpt-5-nano"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.40 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+[gpt-5-mini]
+model_id = "pipelex/gpt-5-mini"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+[gpt-5-chat]
+model_id = "pipelex/gpt-5-chat"
+inputs = ["text", "images"]
+outputs = ["text"]
+costs = { input = 1.25, output = 10.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+[gpt-5]
+model_id = "pipelex/gpt-5"
+inputs = ["text", "images"]
+outputs = ["text"]
+costs = { input = 1.25, output = 10.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+["gpt-5.1"]
+model_id = "pipelex/gpt-5.1"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+["gpt-5.1-chat"]
+model_id = "pipelex/gpt-5.1-chat"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.00 }
+sdk = "openai_responses"
+structure_method = "instructor/openai_responses_tools"
+
+# --- Claude LLMs --------------------------------------------------------------
+["claude-4-sonnet"]
+model_id = "pipelex/claude-4-sonnet"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3, output = 15 }
+
+["claude-4.1-opus"]
+model_id = "pipelex/claude-4.1-opus"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15, output = 75 }
+
+["claude-4.5-sonnet"]
+model_id = "pipelex/claude-4.5-sonnet"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 3, output = 15 }
+
+["claude-4.5-haiku"]
+model_id = "pipelex/claude-4.5-haiku"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1, output = 5 }
+
+["claude-4.5-opus"]
+model_id = "pipelex/claude-4.5-opus"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 5, output = 25 }
+
+# --- Gemini LLMs --------------------------------------------------------------
+["gemini-2.0-flash"]
+model_id = "pipelex/gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+
+["gemini-2.5-pro"]
+model_id = "pipelex/gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+
+["gemini-2.5-flash"]
+model_id = "pipelex/gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.30, output = 2.50 }
+
+["gemini-2.5-flash-lite"]
+model_id = "pipelex/gemini-2.5-flash-lite"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+
+["gemini-3.0-pro"]
+model_id = "pipelex/gemini-3.0-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 2, output = 12.0 }
+
+# --- XAI LLMs --------------------------------------------------------------
+
+[grok-3]
+model_id = "grok-3"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 3, output = 15 }
+
+[grok-3-mini]
+model_id = "grok-3-mini"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0.3, output = 0.5 }
+
+################################################################################
+# OCR and IMAGE GENERATION MODELS
+################################################################################
+
+# We are still working in giving you acces to OCR and image generation models
+# and to the best models from Mistral through the Pipelex Inference backend.
diff --git a/.pipelex/inference/backends/portkey.toml b/.pipelex/inference/backends/portkey.toml
new file mode 100644
index 0000000..75e2574
--- /dev/null
+++ b/.pipelex/inference/backends/portkey.toml
@@ -0,0 +1,263 @@
+################################################################################
+# Portkey Configuration
+################################################################################
+#
+# This file defines the model specifications for the Portkey backend.
+# It contains model definitions for various AI models.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "portkey_completions"
+structure_method = "instructor/openai_tools"
+prompting_target = "anthropic"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- OpenAI LLMs --------------------------------------------------------------
+[gpt-4o-mini]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.6 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[gpt-4o]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2.5, output = 10.0 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-4.1-nano"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.1, output = 0.4 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-4.1-mini"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.4, output = 1.6 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-4.1"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[o1]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 15.0, output = 60.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[o3-mini]
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[o3]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 2, output = 8 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[o4-mini]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.1, output = 4.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[gpt-5-nano]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.05, output = 0.4 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[gpt-5-mini]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.25, output = 2.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+[gpt-5]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-5.1"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+["gpt-5.1-codex"]
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.0 }
+valued_constraints = { fixed_temperature = 1 }
+sdk = "portkey_responses"
+structure_method = "instructor/openai_responses_tools"
+x-portkey-provider = "@openai"
+
+# --- Claude LLMs --------------------------------------------------------------
+[claude-3-haiku]
+model_id = "claude-3-haiku-20240307"
+max_tokens = 4096
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 0.25, output = 1.25 }
+x-portkey-provider = "@anthropic"
+
+["claude-3.7-sonnet"]
+model_id = "claude-3-7-sonnet-20250219"
+max_tokens = 8192
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+[claude-4-sonnet]
+model_id = "claude-sonnet-4-20250514"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+[claude-4-opus]
+model_id = "claude-opus-4-20250514"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-4.1-opus"]
+model_id = "claude-opus-4-1-20250805"
+max_tokens = 32000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-4.5-sonnet"]
+model_id = "claude-sonnet-4-5-20250929"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 3.0, output = 15.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-4.5-haiku"]
+model_id = "claude-haiku-4-5-20251001"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 1.0, output = 5.0 }
+x-portkey-provider = "@anthropic"
+
+["claude-4.5-opus"]
+model_id = "claude-opus-4-5-20251101"
+max_tokens = 64000
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 100
+costs = { input = 5.0, output = 25.0 }
+x-portkey-provider = "@anthropic"
+
+# --- Gemini LLMs --------------------------------------------------------------
+["gemini-2.0-flash"]
+model_id = "gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+x-portkey-provider = "@google"
+
+["gemini-2.5-pro"]
+model_id = "gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+x-portkey-provider = "@google"
+
+["gemini-2.5-flash"]
+model_id = "gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.30, output = 2.50 }
+x-portkey-provider = "@google"
+
+["gemini-2.5-flash-lite"]
+model_id = "gemini-2.5-flash-lite"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 0.10, output = 0.40 }
+x-portkey-provider = "@google"
+
+["gemini-3.0-pro"]
+model_id = "gemini-3-pro-preview"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 2, output = 12.0 }
+x-portkey-provider = "@google"
diff --git a/.pipelex/inference/backends/scaleway.toml b/.pipelex/inference/backends/scaleway.toml
new file mode 100644
index 0000000..20fe792
--- /dev/null
+++ b/.pipelex/inference/backends/scaleway.toml
@@ -0,0 +1,67 @@
+################################################################################
+# Groq Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Scaleway models.
+# It contains model definitions for various LLM models accessible through
+# the Groq API, including text-only and vision-capable models.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots or slashes must be quoted (e.g., ["meta-llama/llama-4-scout"])
+# - Model costs are in USD per million tokens (input/output)
+# - Vision models support max 5 images per request, 33MP max resolution
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+structure_method = "instructor/json"
+
+# --- DeepSeek Models ----------------------------------------------------------
+[deepseek-r1-distill-llama-70b]
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.90, output = 0.90 }
+
+# --- Meta Llama 3.x Series ----------------------------------------------------
+["llama-3.1-8b-instruct"]
+max_tokens = 131072
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.2, output = 0.2 }
+
+["llama-3.3-70b-instruct"]
+max_tokens = 32768
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.90, output = 0.90 }
+
+# --- OpenAI GPT-OSS Models ----------------------------------------------------
+[gpt-oss-120b]
+max_tokens = 65536
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.15, output = 0.60 }
+
+# --- Qwen 3 -------------------------------------------------------------------
+[qwen3-235b-a22b-instruct-2507]
+max_tokens = 40960
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.75, output = 2.25 }
+
+[qwen3-coder-30b-a3b-instruct]
+max_tokens = 40960
+inputs = ["text"]
+outputs = ["text", "structured"]
+costs = { input = 0.20, output = 0.80 }
diff --git a/.pipelex/inference/backends/vertexai.toml b/.pipelex/inference/backends/vertexai.toml
new file mode 100644
index 0000000..1ebab79
--- /dev/null
+++ b/.pipelex/inference/backends/vertexai.toml
@@ -0,0 +1,54 @@
+################################################################################
+# VertexAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for Google VertexAI models.
+# It contains model definitions for Gemini language models
+# accessible through the Google VertexAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["gemini-2.0-flash"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "gemini"
+structure_method = "instructor/vertexai_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Gemini 2.0 Series --------------------------------------------------------
+["gemini-2.0-flash"]
+model_id = "google/gemini-2.0-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.1, output = 0.4 }
+
+# --- Gemini 2.5 Series --------------------------------------------------------
+["gemini-2.5-pro"]
+model_id = "google/gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 1.25, output = 10.0 }
+
+["gemini-2.5-flash"]
+model_id = "google/gemini-2.5-flash"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+max_prompt_images = 3000
+costs = { input = 0.30, output = 2.50 }
diff --git a/.pipelex/inference/backends/xai.toml b/.pipelex/inference/backends/xai.toml
new file mode 100644
index 0000000..3045344
--- /dev/null
+++ b/.pipelex/inference/backends/xai.toml
@@ -0,0 +1,56 @@
+################################################################################
+# XAI Backend Configuration
+################################################################################
+#
+# This file defines the model specifications for XAI (formerly Twitter AI) models.
+# It contains model definitions for Grok language models
+# accessible through the XAI API.
+#
+# Configuration structure:
+# - Each model is defined in its own section with the model name as the header
+# - Headers with dots must be quoted (e.g., ["grok-3"])
+# - Model costs are in USD per million tokens (input/output)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+################################################################################
+
+################################################################################
+# MODEL DEFAULTS
+################################################################################
+
+[defaults]
+model_type = "llm"
+sdk = "openai"
+prompting_target = "anthropic"
+structure_method = "instructor/openai_tools"
+
+################################################################################
+# LANGUAGE MODELS
+################################################################################
+
+# --- Grok 3 Series ------------------------------------------------------------
+[grok-3]
+model_id = "grok-3"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 3, output = 15 }
+
+[grok-3-mini]
+model_id = "grok-3-mini"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0.3, output = 0.5 }
+
+[grok-3-fast]
+model_id = "grok-3-fast-latest"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 5, output = 25 }
+
+[grok-3-mini-fast]
+model_id = "grok-3-mini-fast-latest"
+inputs = ["text"]
+outputs = ["text"]
+costs = { input = 0.15, output = 4 }
diff --git a/.pipelex/inference/deck/base_deck.toml b/.pipelex/inference/deck/base_deck.toml
new file mode 100644
index 0000000..63ab39e
--- /dev/null
+++ b/.pipelex/inference/deck/base_deck.toml
@@ -0,0 +1,202 @@
+####################################################################################################
+# Pipelex Model Deck - Base Configuration
+####################################################################################################
+#
+# This file defines model aliases and presets for:
+# - LLMs (language models for text generation and structured output)
+# - Image generation models (for creating images from text prompts)
+# - Document extraction models (OCR and text extraction from PDFs/images)
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+####################################################################################################
+# Aliases
+####################################################################################################
+
+[aliases]
+base-claude = "claude-4.5-sonnet"
+base-gpt = "gpt-4o"
+base-gemini = "gemini-2.5-flash"
+base-mistral = "mistral-medium"
+base-groq = "llama-3.3-70b-versatile"
+base-grok = "grok-4-fast-non-reasoning"
+
+best-gpt = "gpt-5.1"
+best-claude = "claude-4.5-opus"
+best-gemini = "gemini-3.0-pro"
+best-mistral = "mistral-medium"
+
+# Groq-specific aliases
+fast-groq = "llama-3.1-8b-instant"
+vision-groq = "llama-4-scout-17b-16e-instruct"
+
+# Image generation aliases
+base-img-gen = "flux-pro/v1.1"
+best-img-gen = "flux-2"
+fast-img-gen = "fast-lightning-sdxl"
+
+####################################################################################################
+# Waterfalls
+####################################################################################################
+
+[waterfalls]
+
+# --- Waterfalls for LLMs ---------------------------------------------------------------------
+smart_llm = [
+    "claude-4.5-opus",
+    "claude-4.5-sonnet",
+    "gemini-3.0-pro",
+    "gpt-5.1",
+    "claude-4.1-opus",
+    "gemini-2.5-pro",
+    "claude-4-sonnet",
+    "grok-4-fast-non-reasoning",
+]
+smart_llm_with_vision = [
+    "claude-4.5-opus",
+    "claude-4.5-sonnet",
+    "gemini-3.0-pro",
+    "gpt-5.1",
+    "claude-4.1-opus",
+    "gemini-2.5-pro",
+    "claude-4-sonnet",
+    "grok-4-fast-non-reasoning",
+]
+smart_llm_for_structured = [
+    "claude-4.5-opus",
+    "claude-4.5-sonnet",
+    "gemini-3.0-pro",
+    "gpt-5.1",
+    "claude-4.1-opus",
+    "claude-4-sonnet",
+]
+llm_for_creativity = [
+    "claude-4.5-opus",
+    "claude-4.1-opus",
+    "gemini-2.5-pro",
+    "gpt-5.1",
+]
+llm_for_large_codebase = [
+    "gemini-2.5-pro",
+    "claude-4.5-sonnet",
+    "gemini-3.0-pro",
+    "gpt-5.1",
+    "gemini-2.5-flash",
+    "grok-4-fast-non-reasoning",
+]
+cheap_llm = [
+    "gpt-4o-mini",
+    "gemini-2.5-flash-lite",
+    "mistral-small",
+    "claude-3-haiku",
+    "grok-3-mini",
+]
+cheap_llm_for_vision = [
+    "gemini-2.5-flash-lite",
+    "gpt-4o-mini",
+    "claude-3-haiku",
+]
+cheap_llm_for_structured = ["gpt-4o-mini", "mistral-small", "claude-3-haiku"]
+cheap_llm_for_creativity = [
+    "gemini-2.5-flash",
+    "grok-3-mini",
+    "gpt-4o-mini",
+    "claude-4.5-haiku",
+]
+
+# --- Waterfalls for Extracts ---------------------------------------------------------------------
+pdf_text_extractor = [
+    "azure-document-intelligence",
+    "mistral-ocr",
+    "pypdfium2-extract-pdf",
+]
+image_text_extractor = ["mistral-ocr"]
+
+####################################################################################################
+# LLM Presets
+####################################################################################################
+
+[llm.presets]
+
+# LLM Presets — Specific skills -------------------------------------------------------------
+
+# Generation skills
+llm_for_factual_writing = { model = "base-gpt", temperature = 0.1 }
+llm_for_creative_writing = { model = "base-gpt", temperature = 0.9 }
+llm_for_writing_cheap = { model = "gpt-4o-mini", temperature = 0.3 }
+
+# Retrieve and answer questions skills
+llm_to_answer_questions_cheap = { model = "gpt-4o-mini", temperature = 0.3 }
+llm_to_answer_questions = { model = "base-claude", temperature = 0.3 }
+llm_to_retrieve = { model = "base-claude", temperature = 0.1 }
+
+# Engineering skills
+llm_to_engineer = { model = "smart_llm_for_structured", temperature = 0.2 }
+llm_to_code = { model = "base-claude", temperature = 0.1 }
+llm_to_analyze_large_codebase = { model = "base-claude", temperature = 0.1 }
+
+# Vision skills
+llm_for_img_to_text_cheap = { model = "gpt-4o-mini", temperature = 0.1 }
+llm_for_img_to_text = { model = "base-claude", temperature = 0.1 }
+llm_for_diagram_to_text = { model = "best-claude", temperature = 0.3 }
+llm_for_table_to_text = { model = "base-claude", temperature = 0.3 }
+
+# Image generation prompting skills
+llm_to_prompt_img_gen = { model = "base-claude", temperature = 0.2 }
+llm_to_prompt_img_gen_cheap = { model = "gpt-4o-mini", temperature = 0.5 }
+
+# Groq-specific presets (fast inference, low cost)
+llm_groq_fast_text = { model = "fast-groq", temperature = 0.7 }
+llm_groq_balanced = { model = "base-groq", temperature = 0.5 }
+llm_groq_vision = { model = "vision-groq", temperature = 0.3 }
+
+# LLM Presets — For Testing ---------------------------------------------------------------------
+
+llm_for_testing_gen_text = { model = "cheap_llm", temperature = 0.5 }
+llm_for_testing_gen_object = { model = "cheap_llm_for_structured", temperature = 0.1 }
+llm_for_testing_vision = { model = "cheap_llm_for_vision", temperature = 0.5 }
+llm_for_testing_vision_structured = { model = "cheap_llm_for_vision", temperature = 0.5 }
+
+####################################################################################################
+# LLM Choices
+####################################################################################################
+
+[llm.choice_defaults]
+for_text = "cheap_llm"
+for_object = "cheap_llm_for_structured"
+
+####################################################################################################
+# Extract Presets
+####################################################################################################
+
+[extract]
+choice_default = "extract_ocr_from_document"
+
+[extract.presets]
+extract_ocr_from_document = { model = "azure-document-intelligence", max_nb_images = 100, image_min_size = 50 }
+extract_basic_from_pdf = { model = "pypdfium2-extract-pdf", max_nb_images = 100, image_min_size = 50 }
+
+####################################################################################################
+# Image Generation Presets
+####################################################################################################
+
+[img_gen]
+choice_default = "gen_image_basic"
+
+[img_gen.presets]
+
+# General purpose
+gen_image_basic = { model = "base-img-gen", quality = "medium", guidance_scale = 7.5, is_moderated = true, safety_tolerance = 3 }
+gen_image_fast = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 5.0, is_moderated = true, safety_tolerance = 3 }
+gen_image_high_quality = { model = "best-img-gen", quality = "high", guidance_scale = 8.0, is_moderated = true, safety_tolerance = 3 }
+gen_image_openai_low_quality = { model = "gpt-image-1", quality = "low" }
+
+# Specific skills
+img_gen_for_art = { model = "best-img-gen", quality = "high", guidance_scale = 9.0, is_moderated = false, safety_tolerance = 5 }
+img_gen_for_diagram = { model = "base-img-gen", quality = "medium", guidance_scale = 7.0, is_moderated = true, safety_tolerance = 2 }
+img_gen_for_mockup = { model = "base-img-gen", quality = "medium", guidance_scale = 6.5, is_moderated = true, safety_tolerance = 3 }
+img_gen_for_product = { model = "best-img-gen", quality = "high", guidance_scale = 8.5, is_moderated = true, safety_tolerance = 2 }
+img_gen_for_testing = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 4.0, is_moderated = true, safety_tolerance = 4 }
diff --git a/.pipelex/inference/deck/overrides.toml b/.pipelex/inference/deck/overrides.toml
new file mode 100644
index 0000000..08814db
--- /dev/null
+++ b/.pipelex/inference/deck/overrides.toml
@@ -0,0 +1,19 @@
+####################################################################################################
+# Pipelex Model Deck - Overrides
+####################################################################################################
+#
+# This file allows you to override the default model choices defined in base_deck.toml.
+# You can customize presets for LLMs, image generation, and document extraction models.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+####################################################################################################
+# LLM Deck overrides
+####################################################################################################
+
+[llm.choice_overrides]
+for_text = "disabled"
+for_object = "disabled"
diff --git a/.pipelex/inference/routing_profiles.toml b/.pipelex/inference/routing_profiles.toml
new file mode 100644
index 0000000..bf40281
--- /dev/null
+++ b/.pipelex/inference/routing_profiles.toml
@@ -0,0 +1,173 @@
+# Routing profile library - Routes models to their backends
+# =========================================================================================
+# This file controls which backend serves which model.
+# Simply change the 'active' field to switch profiles,
+# or you can add your own custom profiles.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+# =========================================================================================
+
+# Which profile to use (change this to switch routing)
+active = "pipelex_gateway_first"
+
+# We recommend using the "pipelex_gateway_first" profile to get a head start with all models.
+# To use the Pipelex Gateway backend:
+# 1. Join our Discord community to get your free API key (no credit card required):
+#    Visit https://go.pipelex.com/discord and request your key in the appropriate channel
+# 2. Set the environment variable (or add it to your .env file):
+#    - Linux/macOS: export PIPELEX_GATEWAY_API_KEY="your-api-key"
+#    - Windows CMD: set PIPELEX_GATEWAY_API_KEY=your-api-key
+#    - Windows PowerShell: $env:PIPELEX_GATEWAY_API_KEY="your-api-key"
+# 3. The .pipelex/inference/backends.toml is already configured with api_key = "${PIPELEX_GATEWAY_API_KEY}"
+#    which will get the key from the environment variable.
+
+# =========================================================================================
+# Routing Profiles
+# =========================================================================================
+
+[profiles.pipelex_gateway_first]
+description = "Use Pipelex Gateway backend for all its supported models"
+default = "pipelex_gateway"
+fallback_order = [
+    "pipelex_gateway",
+    "azure_openai",
+    "bedrock",
+    "google",
+    "blackboxai",
+    "mistral",
+    "fal",
+]
+
+[profiles.pipelex_gateway_first.routes]
+# Pattern matching: "model-pattern" = "backend-name"
+
+[profiles.pipelex_gateway_first.optional_routes] # Each optional route is considered only if its backend is available
+"gpt-*" = "pipelex_gateway"
+"gpt-image-1" = "openai"
+"claude-*" = "pipelex_gateway"
+"grok-*" = "pipelex_gateway"
+"gemini-*" = "pipelex_gateway"
+"*-sdxl" = "fal"
+"flux-*" = "fal"
+"mistral-ocr" = "mistral"
+
+[profiles.all_pipelex_gateway]
+description = "Use Pipelex Gateway for all its supported models"
+default = "pipelex_gateway"
+
+[profiles.all_anthropic]
+description = "Use Anthropic backend for all its supported models"
+default = "anthropic"
+
+[profiles.all_azure_openai]
+description = "Use Azure OpenAI backend for all its supported models"
+default = "azure_openai"
+
+[profiles.all_bedrock]
+description = "Use Bedrock backend for all its supported models"
+default = "bedrock"
+
+[profiles.all_blackboxai]
+description = "Use BlackBoxAI backend for all its supported models"
+default = "blackboxai"
+
+[profiles.all_fal]
+description = "Use FAL backend for all its supported models"
+default = "fal"
+
+[profiles.all_google]
+description = "Use Google GenAI backend for all its supported models"
+default = "google"
+
+[profiles.all_groq]
+description = "Use groq backend for all its supported models"
+default = "groq"
+
+[profiles.all_huggingface]
+description = "Use HuggingFace backend for all its supported models"
+default = "huggingface"
+
+[profiles.all_mistral]
+description = "Use Mistral backend for all its supported models"
+default = "mistral"
+
+[profiles.all_ollama]
+description = "Use Ollama backend for all its supported models"
+default = "ollama"
+
+[profiles.all_openai]
+description = "Use OpenAI backend for all its supported models"
+default = "openai"
+
+[profiles.all_portkey]
+description = "Use Portkey backend for all its supported models"
+default = "portkey"
+
+[profiles.all_scaleway]
+description = "Use Scaleway backend for all its supported models"
+default = "scaleway"
+
+[profiles.all_xai]
+description = "Use xAI backend for all its supported models"
+default = "xai"
+
+[profiles.all_internal]
+description = "Use internal backend for all its supported models"
+default = "internal"
+
+# =========================================================================================
+# Custom Profiles
+# =========================================================================================
+# Add your own profiles below following the same pattern:
+#
+# [profiles.your_profile_name]
+# description = "What this profile does"
+# default = "backend-name"  # Where to route models by default
+# [profiles.your_profile_name.routes]
+# "model-pattern" = "backend-name"  # Specific routing rules
+#
+# Pattern matching supports:
+# - Exact names: "gpt-4o-mini"
+# - Wildcards: "claude-*" (matches all models starting with claude-)
+# - Partial wildcards: "*-sonnet" (matches all sonnet variants)
+
+# =========================================================================================
+# Example of a custom routing profile with mostly pattern matching and one specific model
+# =========================================================================================
+[profiles.example_routing_using_patterns]
+description = "Example routing profile using patterns"
+default = "pipelex_gateway"
+
+[profiles.example_routing_using_patterns.routes]
+# Pattern matching: "model-pattern" = "backend-name"
+"gpt-*" = "azure_openai"
+"claude-*" = "bedrock"
+"gemini-*" = "google"
+"grok-*" = "xai"
+"*-sdxl" = "fal"
+"flux-*" = "fal"
+"gpt-image-1" = "openai"
+
+# =========================================================================================
+# Example of a custom routing profile with specific model matching
+# =========================================================================================
+
+[profiles.example_routing_using_specific_models]
+description = "Example routing profile using specific models"
+
+[profiles.example_routing_using_specific_models.routes]
+"gpt-5-nano" = "pipelex_gateway"
+"gpt-4o-mini" = "blackboxai"
+"gpt-5-mini" = "openai"
+"gpt-5-chat" = "azure_openai"
+
+"claude-4-sonnet" = "pipelex_gateway"
+"claude-3.7-sonnet" = "blackboxai"
+
+"gemini-2.5-flash-lite" = "pipelex_gateway"
+"gemini-2.5-flash" = "blackboxai"
+"gemini-2.5-pro" = "vertexai"
+
+"grok-3" = "pipelex_gateway"
+"grok-3-mini" = "xai"
diff --git a/.pipelex/pipelex.toml b/.pipelex/pipelex.toml
new file mode 100644
index 0000000..4a2ea38
--- /dev/null
+++ b/.pipelex/pipelex.toml
@@ -0,0 +1,162 @@
+####################################################################################################
+# Pipelex Configuration File
+####################################################################################################
+#
+# This configuration file is copied to client projects' .pipelex/ directory when running:
+#   `pipelex init config`
+#
+# Purpose:
+# - This file allows to override Pipelex's default settings for specific projects
+# - Feel free to modify any settings below to suit your needs
+# - You can add any configuration sections that exist in the main pipelex.toml
+#
+# Finding Available Settings:
+# - See the full default configuration in: pipelex/pipelex.toml (in the Pipelex package)
+# - See the configuration structure classes in: pipelex/config.py and pipelex/cogt/config_cogt.py
+#
+# Common customizations are proposed below, such as:
+# - Logging levels and behavior
+# - Excluded directories for scanning
+# - LLM prompt dumping for debugging
+# - Feature flags for tracking and reporting
+# - Observer and reporting output directories
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+[pipelex.pipeline_execution_config]
+# Uncomment to disable conversion of data URLs to pipelex-storage:// URIs
+# is_normalize_data_urls_to_storage = false
+
+[pipelex.pipeline_execution_config.graph_config.data_inclusion]
+# Uncomment to include stuff data in graph outputs:
+stuff_json_content = true
+stuff_text_content = true
+stuff_html_content = true
+error_stack_traces = true
+
+[pipelex.pipeline_execution_config.graph_config.graphs_inclusion]
+# Uncomment to customize which graph outputs are generated (all enabled by default):
+# graphspec_json = false
+# mermaidflow_mmd = false
+# mermaidflow_html = false
+# reactflow_viewspec = false
+# reactflow_html = false
+
+[pipelex.pipeline_execution_config.graph_config.reactflow_config]
+# Uncomment to customize ReactFlow graph rendering:
+# edge_type = "bezier"    # Options: "bezier", "smoothstep", "step", "straight"
+# nodesep = 50            # Horizontal spacing between nodes
+# ranksep = 80            # Vertical spacing between ranks/levels
+# initial_zoom = 1.0      # Initial zoom level (1.0 = 100%)
+# pan_to_top = true       # Pan to show top of graph on load
+
+[pipelex.storage_config]
+# Storage method: "local" (default), "in_memory", "s3", or "gcp"
+# method = "local"
+
+# Whether to fetch remote HTTP URLs and store them locally
+# is_fetch_remote_content_enabled = true
+
+# --- Local Storage Configuration ---
+# Uncomment to customize local storage settings:
+[pipelex.storage_config.local]
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+# local_storage_path = ".pipelex/storage"
+
+# --- AWS S3 Storage Configuration ---
+# Uncomment to use S3 storage (requires boto3: `pip install pipelex[s3]`):
+[pipelex.storage_config.s3]
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+# bucket_name = "your-bucket-name"
+# region = "us-east-1"
+# signed_urls_lifespan_seconds = 3600  # Set to "disabled" for public URLs
+
+# --- Google Cloud Storage Configuration ---
+# Uncomment to use GCP storage (requires google-cloud-storage: `pip install pipelex[gcp-storage]`):
+[pipelex.storage_config.gcp]
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+# bucket_name = "your-bucket-name"
+# project_id = "your-project-id"
+# signed_urls_lifespan_seconds = 3600  # Set to "disabled" for public URLs
+
+[pipelex.scan_config]
+# Uncomment to customize the excluded directories for scanning
+# excluded_dirs = [
+#     ".venv",
+#     "venv",
+#     "env",
+#     ".env",
+#     "virtualenv",
+#     ".virtualenv",
+#     ".git",
+#     "__pycache__",
+#     ".pytest_cache",
+#     ".mypy_cache",
+#     ".ruff_cache",
+#     "node_modules",
+#     "results",
+# ]
+
+[pipelex.builder_config]
+# Uncomment to change where the generated pipelines are saved:
+# default_output_dir = "."
+# default_bundle_file_name = "bundle"
+# default_directory_base_name = "pipeline"
+
+[pipelex.log_config]
+# Uncomment to change the default log level:
+# default_log_level = "INFO"
+
+# Uncomment to log to stderr instead of stdout
+# console_log_target = "stderr"
+# console_print_target = "stderr"
+
+[pipelex.log_config.package_log_levels]
+# Uncomment to change the log level for specific packages:
+# pipelex = "INFO"
+
+[pipelex.observer_config]
+# Uncomment to change the directory where the observer will save its results:
+# observer_dir = "results/observer"
+
+[pipelex.feature_config]
+# WIP/Experimental feature flags:
+# is_pipeline_tracking_enabled = false
+# is_reporting_enabled = true
+
+[pipelex.reporting_config]
+# Uncomment to customize the reporting configuration:
+# is_log_costs_to_console = false
+# is_generate_cost_report_file_enabled = false
+# cost_report_dir_path = "reports"
+# cost_report_base_name = "cost_report"
+# cost_report_extension = "csv"
+# cost_report_unit_scale = 1.0
+
+[cogt]
+[cogt.model_deck_config]
+# Uncomment to disable model fallback: it will raise errors instead of using secondary model options:
+# is_model_fallback_enabled = false
+# Uncomment to change the reaction to missing presets: "raise" (default), "log" or "none"
+# missing_presets_reaction = "raise"
+
+[cogt.tenacity_config]
+# Uncomment to change those values as needed:
+# max_retries = 50      # Maximum number of retry attempts before giving up
+# wait_multiplier = 0.2 # Multiplier applied to the wait time between retries (in seconds)
+# wait_max = 20         # Maximum wait time between retries (in seconds)
+# wait_exp_base = 1.3   # Base for exponential backoff calculation
+
+[cogt.llm_config]
+# Uncomment any of these to enable dumping the inputs or outputs of text-generation with an LLM:
+# is_dump_text_prompts_enabled = true
+# is_dump_response_text_enabled = true
+
+[cogt.llm_config.instructor_config]
+# Uncomment any of these to enable dumping the kwargs, response or errors when generating structured content:
+# is_dump_kwargs_enabled = true
+# is_dump_response_enabled = true
+# is_dump_error_enabled = true
diff --git a/.pipelex/pipelex_service.toml b/.pipelex/pipelex_service.toml
new file mode 100644
index 0000000..afe39a2
--- /dev/null
+++ b/.pipelex/pipelex_service.toml
@@ -0,0 +1,19 @@
+####################################################################################################
+# Pipelex Service Configuration
+####################################################################################################
+#
+# This file stores settings related to Pipelex managed services.
+# Currently used for Pipelex Gateway terms acceptance.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+[agreement]
+# Set to true after accepting Pipelex terms of service.
+terms_accepted = true
+
+# Note: when using pipelex_gateway, telemetry is enabled to monitor service usage.
+# We collect technical data (model, pipe type...) and quantitative data (token counts...)
+# but NOT your content, pipe codes, or output class names.
diff --git a/.pipelex/telemetry.toml b/.pipelex/telemetry.toml
new file mode 100644
index 0000000..eb2c537
--- /dev/null
+++ b/.pipelex/telemetry.toml
@@ -0,0 +1,92 @@
+####################################################################################################
+# Custom Telemetry Configuration
+####################################################################################################
+#
+# This file controls YOUR custom telemetry settings for observability and analytics.
+# Configure your own PostHog, Langfuse, or OTLP-compatible backends here.
+#
+# NOTE: When using Pipelex Gateway, identified telemetry is automatically enabled
+# (tied to your Gateway API key, hashed for security). This allows us to monitor
+# service quality, enforce fair usage, and provide you with better support.
+# Gateway telemetry operates independently from your settings below - you can have both!
+#
+# To disable all telemetry, set the DO_NOT_TRACK=1 environment variable.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+# ──────────────────────────────────────────────────────────────────────────────
+# PostHog Configuration (Event tracking + AI span tracing)
+# ──────────────────────────────────────────────────────────────────────────────
+
+[custom_posthog]
+mode = "off" # Values: "off" | "anonymous" | "identified"
+# user_id = "your_user_id"                                  # Required when mode = "identified"
+endpoint = "${POSTHOG_ENDPOINT}" # Default: https://us.i.posthog.com (or https://eu.i.posthog.com for EU)
+api_key = "${POSTHOG_API_KEY}" # Get from PostHog Project Settings
+geoip = true # Enable GeoIP lookup
+debug = false # Enable PostHog debug mode
+redact_properties = [
+    "prompt",
+    "system_prompt",
+    "response",
+    "file_path",
+    "url",
+] # Event properties to redact
+
+# AI span tracing to YOUR PostHog (does NOT affect Langfuse/OTLP - they receive full data)
+[custom_posthog.tracing]
+enabled = false # Send AI spans to your PostHog
+
+# Privacy controls for data sent to YOUR PostHog only
+[custom_posthog.tracing.capture]
+content = false # Capture prompt/completion content
+# content_max_length = 1000                                 # Max length for captured content (omit for unlimited)
+pipe_codes = false         # Include pipe codes in span names/attributes
+output_class_names = false # Include output class names in span names/attributes
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Portkey SDK Configuration
+# ──────────────────────────────────────────────────────────────────────────────
+
+[custom_portkey]
+force_debug_enabled = false
+force_tracing_enabled = false
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Langfuse Integration
+# Note: Langfuse receives FULL span data (no redaction)
+# ──────────────────────────────────────────────────────────────────────────────
+
+[langfuse]
+enabled = false
+# endpoint = "https://cloud.langfuse.com"                    # Override for self-hosted Langfuse
+# public_key = "${LANGFUSE_PUBLIC_KEY}"                      # Langfuse public key
+# secret_key = "${LANGFUSE_SECRET_KEY}"                      # Langfuse secret key
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Additional OTLP Exporters (array for multiple)
+# Note: OTLP exporters receive FULL span data (no redaction)
+# ──────────────────────────────────────────────────────────────────────────────
+
+# [[otlp]]
+# name = "my-collector"                                     # Identifier for logging
+# endpoint = "https://..."                                  # OTLP endpoint URL
+# headers = { Authorization = "Bearer ${OTLP_AUTH_TOKEN}" } # Headers for OTLP export
+
+# ──────────────────────────────────────────────────────────────────────────────
+# Custom Telemetry Allowed Modes
+# Controls which integration modes can use custom telemetry settings above.
+# ──────────────────────────────────────────────────────────────────────────────
+
+[telemetry_allowed_modes]
+ci = false     # CI environments don't use custom telemetry
+cli = true     # CLI usage allows custom telemetry
+docker = true  # Docker deployments allow custom telemetry
+fastapi = true # FastAPI integrations allow custom telemetry
+mcp = true     # MCP integrations allow custom telemetry
+n8n = true     # n8n integrations allow custom telemetry
+pytest = false # Tests don't use custom telemetry
+python = false # Direct Python SDK usage doesn't use custom telemetry by default
diff --git a/Makefile b/Makefile
index 803118d..b3f7eb7 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ VIRTUAL_ENV := $(CURDIR)/.venv
 PROJECT_NAME := $(shell grep '^name = ' pyproject.toml | sed -E 's/name = "(.*)"/\1/')
 
 # The "?" is used to make the variable optional, so that it can be overridden by the user.
-PYTHON_VERSION ?= 3.11
+PYTHON_VERSION ?= 3.13
 VENV_PYTHON := $(VIRTUAL_ENV)/bin/python
 VENV_PYTEST := $(VIRTUAL_ENV)/bin/pytest
 VENV_RUFF := $(VIRTUAL_ENV)/bin/ruff
@@ -16,7 +16,7 @@ VENV_PIPELEX := $(VIRTUAL_ENV)/bin/pipelex
 
 UV_MIN_VERSION = $(shell grep -m1 'required-version' pyproject.toml | sed -E 's/.*= *"([^<>=, ]+).*/\1/')
 
-USUAL_PYTEST_MARKERS := "(dry_runnable or not (inference or llm or imgg or ocr)) and not (needs_output or pipelex_api)"
+USUAL_PYTEST_MARKERS := "(dry_runnable or not inference) and not (needs_output or pipelex_api)"
 
 define PRINT_TITLE
     $(eval PROJECT_PART := [$(PROJECT_NAME)])
@@ -117,7 +117,7 @@ env: check-uv
 	$(call PRINT_TITLE,"Creating virtual environment")
 	@if [ ! -d $(VIRTUAL_ENV) ]; then \
 		echo "Creating Python virtual env in \`${VIRTUAL_ENV}\`"; \
-		uv venv $(VIRTUAL_ENV) --python 3.11; \
+		uv venv $(VIRTUAL_ENV) --python $(PYTHON_VERSION); \
 	else \
 		echo "Python virtual env already exists in \`${VIRTUAL_ENV}\`"; \
 	fi
diff --git a/crazy/__init__.py b/crazy/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crazy/bundle.plx b/crazy/bundle.plx
new file mode 100644
index 0000000..af706cd
--- /dev/null
+++ b/crazy/bundle.plx
@@ -0,0 +1,42 @@
+domain = "crazy_image_generation"
+description = "Imagining and rendering absurd, funny images with unexpected surreal elements"
+main_pipe = "generate_crazy_image"
+
+[concept.ImagePrompt]
+description = """
+A detailed textual description of a scene to be used as input for an image generation model, including subjects, setting, style, and visual details.
+"""
+refines = "Text"
+
+[pipe.generate_crazy_image]
+type = "PipeSequence"
+description = """
+Main pipeline that orchestrates the full crazy image generation flow - imagines a wild, absurd scene concept and renders it as an image
+"""
+output = "Image"
+steps = [
+    { pipe = "imagine_scene", result = "image_prompt" },
+    { pipe = "render_image", result = "crazy_image" },
+]
+
+[pipe.imagine_scene]
+type = "PipeLLM"
+description = """
+Generates a creative, absurd, and hilarious image concept combining unexpected elements in surreal ways - think flying spaghetti monsters, penguins in business suits at a disco, or a T-Rex doing yoga on the moon
+"""
+output = "ImagePrompt"
+model = "cheap_llm_for_creativity"
+system_prompt = """
+You are a wildly creative visual concept artist specializing in absurd, surreal, and hilarious imagery. Your task is to generate a structured image prompt that combines unexpected elements in surprising and funny ways. Think outside the box - the more unexpected the combination, the better!
+"""
+prompt = """
+Generate a creative, absurd, and funny image concept. Combine unexpected elements in a surreal way that would make viewers laugh or do a double-take. Be VERY concise and focus on vivid, specific visual details that work well for image generation.
+"""
+
+[pipe.render_image]
+type = "PipeImgGen"
+description = "Generates the absurd image based on the creative scene description"
+inputs = { image_prompt = "ImagePrompt" }
+output = "Image"
+prompt = "$image_prompt"
+model = "gen_image_high_quality"
diff --git a/crazy/bundle_view.html b/crazy/bundle_view.html
new file mode 100644
index 0000000..0e294d7
--- /dev/null
+++ b/crazy/bundle_view.html
@@ -0,0 +1,111 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="UTF-8">
+<style>
+.r1 {font-weight: bold}
+.r2 {color: #d0b344; text-decoration-color: #d0b344; font-weight: bold}
+.r3 {color: #d0b344; text-decoration-color: #d0b344; font-style: italic}
+.r4 {color: #cc555a; text-decoration-color: #cc555a}
+.r5 {color: #98a84b; text-decoration-color: #98a84b; font-weight: bold}
+.r6 {color: #98a84b; text-decoration-color: #98a84b}
+.r7 {color: #c5c8c6; text-decoration-color: #c5c8c6}
+.r8 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-weight: bold}
+.r9 {color: #cc555a; text-decoration-color: #cc555a; font-weight: bold}
+.r10 {color: #98729f; text-decoration-color: #98729f; font-weight: bold}
+.r11 {color: #626463; text-decoration-color: #626463}
+.r12 {color: #68a0b3; text-decoration-color: #68a0b3}
+.r13 {color: #608ab1; text-decoration-color: #608ab1}
+body {
+    color: #c5c8c6;
+    background-color: #000000;
+}
+</style>
+</head>
+<body>
+    <pre style="font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace"><code style="font-family:inherit"><span class="r1">Domain: </span><span class="r2">crazy_image_generation</span>
+
+Description: <span class="r3">Imagining and rendering absurd, funny images with unexpected surreal elements</span>
+
+Main Pipe: <span class="r4">generate_crazy_image</span>
+
+
+
+<span class="r5">                                              Concepts                                              </span>
+<span class="r6">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">ImagePrompt</span><span class="r8">                                                                            </span><span class="r7"> </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A detailed textual description of a scene to be used as input for an image </span><span class="r7">         </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7"> </span><span class="r3">generation model, including subjects, setting, style, and visual details.</span><span class="r7">                        </span><span class="r6">│</span>
+<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
+<span class="r6">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
+
+
+<span class="r9">                                               Pipes                                                </span>
+<span class="r4">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">generate_crazy_image</span><span class="r7">                                                                       </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeSequence</span><span class="r7"> (PipeController)                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Main pipeline that orchestrates the full crazy image generation flow - imagines a </span><span class="r7">  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">wild, absurd scene concept and renders it as an image</span><span class="r7">                                            </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> No inputs                                                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r7">Sequence Steps:                        </span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">┏━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">┃ Step ┃ Pipe          ┃ Result name  ┃</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">┡━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">│    1 │</span><span class="r4"> imagine_scene </span><span class="r11">│</span><span class="r12"> image_prompt </span><span class="r11">│</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">├──────┼───────────────┼──────────────┤</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">│    2 │</span><span class="r4"> render_image  </span><span class="r11">│</span><span class="r12"> crazy_image  </span><span class="r11">│</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r11">└──────┴───────────────┴──────────────┘</span><span class="r7">                                                          </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">imagine_scene</span><span class="r7">                                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Generates a creative, absurd, and hilarious image concept combining unexpected </span><span class="r7">     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">elements in surreal ways - think flying spaghetti monsters, penguins in business suits at a </span><span class="r7">     </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r3">disco, or a T-Rex doing yoga on the moon</span><span class="r7">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> No inputs                                                                                        </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">ImagePrompt</span><span class="r7">                                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">cheap_llm_for_creativity</span><span class="r7">                                                              </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> You are a wildly creative visual concept artist specializing in absurd, surreal, and         </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> hilarious imagery. Your task is to generate a structured image prompt that combines          </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> unexpected elements in surprising and funny ways. Think outside the box - the more           </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> unexpected the combination, the better!                                                      </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r13">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Generate a creative, absurd, and funny image concept. Combine unexpected elements in a       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> surreal way that would make viewers laugh or do a double-take. Be VERY concise and focus on  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> vivid, specific visual details that work well for image generation.                          </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
+<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
+<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">render_image</span><span class="r7">                                                                               </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeImgGen</span><span class="r7"> (PipeOperator)                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Generates the absurd image based on the creative scene description</span><span class="r7">                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Input: </span><span class="r12">image_prompt</span><span class="r7"> (</span><span class="r5">ImagePrompt</span><span class="r7">)                                                                </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Image Generation Skill: </span><span class="r2">gen_image_high_quality</span><span class="r7">                                                   </span><span class="r4">│</span>
+<span class="r4">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
+</code></pre>
+</body>
+</html>
diff --git a/crazy/bundle_view.svg b/crazy/bundle_view.svg
new file mode 100644
index 0000000..a7dbf52
--- /dev/null
+++ b/crazy/bundle_view.svg
@@ -0,0 +1,397 @@
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+</text>
+    </g>
+    </g>
+</svg>
diff --git a/crazy/inputs.json b/crazy/inputs.json
new file mode 100644
index 0000000..9e26dfe
--- /dev/null
+++ b/crazy/inputs.json
@@ -0,0 +1 @@
+{}
\ No newline at end of file
diff --git a/crazy/run_generate_crazy_image.py b/crazy/run_generate_crazy_image.py
new file mode 100644
index 0000000..2d0f24d
--- /dev/null
+++ b/crazy/run_generate_crazy_image.py
@@ -0,0 +1,19 @@
+import asyncio
+
+from pipelex.core.stuffs.image_content import ImageContent
+from pipelex.pipelex import Pipelex
+from pipelex.pipeline.execute import execute_pipeline
+
+
+async def run_generate_crazy_image() -> ImageContent:
+    pipe_output = await execute_pipeline(
+        pipe_code="generate_crazy_image",
+    )
+    return pipe_output.main_stuff_as(content_type=ImageContent)
+
+
+if __name__ == "__main__":
+    # Initialize Pipelex
+    with Pipelex.make():
+        # Run the pipeline
+        result = asyncio.run(run_generate_crazy_image())
diff --git a/crazy/structures/__init__.py b/crazy/structures/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crazy/structures/crazy_image_generation_ImagePrompt.py b/crazy/structures/crazy_image_generation_ImagePrompt.py
new file mode 100644
index 0000000..46b45ae
--- /dev/null
+++ b/crazy/structures/crazy_image_generation_ImagePrompt.py
@@ -0,0 +1,22 @@
+"""
+AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from enum import Enum
+from typing import Any, Dict, List, Literal, Optional
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pipelex.core.stuffs.text_content import TextContent
+from pydantic import Field
+
+
+class ImagePrompt(TextContent):
+    """Generated ImagePrompt class"""
diff --git a/my_project/hello_world.py b/my_project/hello_world.py
index 7249a14..f70cd9e 100644
--- a/my_project/hello_world.py
+++ b/my_project/hello_world.py
@@ -23,5 +23,5 @@ async def hello_world():
 
 
 # start Pipelex
-with Pipelex.make():
+with Pipelex.make(library_dirs=["my_project"]):
     asyncio.run(hello_world())
diff --git a/pyproject.toml b/pyproject.toml
index 821ce0d..c8bb40a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,15 +12,17 @@ classifiers = [
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
     "Operating System :: OS Independent",
 ]
 
 dependencies = [
-    "pipelex[mistralai,anthropic,google,google-genai,bedrock,fal]==0.17.3",
+    "pipelex[mistralai,anthropic,google,google-genai,bedrock,fal]",
+    "pipelex==0.17.3",
 ]
 
 [tool.uv.sources]
-pipelex = { path = "../pipelex", editable = true }
+pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "feature/Chicago" }
 
 
 [tool.setuptools]
diff --git a/uv.lock b/uv.lock
index 66406c0..87b7dfc 100644
--- a/uv.lock
+++ b/uv.lock
@@ -354,11 +354,11 @@ wheels = [
 
 [[package]]
 name = "cachetools"
-version = "6.2.2"
+version = "6.2.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/fb/44/ca1675be2a83aeee1886ab745b28cda92093066590233cc501890eb8417a/cachetools-6.2.2.tar.gz", hash = "sha256:8e6d266b25e539df852251cfd6f990b4bc3a141db73b939058d809ebd2590fc6", size = 31571, upload-time = "2025-11-13T17:42:51.465Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/bc/1d/ede8680603f6016887c062a2cf4fc8fdba905866a3ab8831aa8aa651320c/cachetools-6.2.4.tar.gz", hash = "sha256:82c5c05585e70b6ba2d3ae09ea60b79548872185d2f24ae1f2709d37299fd607", size = 31731, upload-time = "2025-12-15T18:24:53.744Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e6/46/eb6eca305c77a4489affe1c5d8f4cae82f285d9addd8de4ec084a7184221/cachetools-6.2.2-py3-none-any.whl", hash = "sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace", size = 11503, upload-time = "2025-11-13T17:42:50.232Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/fc/1d7b80d0eb7b714984ce40efc78859c022cd930e402f599d8ca9e39c78a4/cachetools-6.2.4-py3-none-any.whl", hash = "sha256:69a7a52634fed8b8bf6e24a050fb60bff1c9bd8f6d24572b99c32d4e71e62a51", size = 11551, upload-time = "2025-12-15T18:24:52.332Z" },
 ]
 
 [[package]]
@@ -527,11 +527,11 @@ wheels = [
 
 [[package]]
 name = "eval-type-backport"
-version = "0.3.0"
+version = "0.3.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/51/23/079e39571d6dd8d90d7a369ecb55ad766efb6bae4e77389629e14458c280/eval_type_backport-0.3.0.tar.gz", hash = "sha256:1638210401e184ff17f877e9a2fa076b60b5838790f4532a21761cc2be67aea1", size = 9272, upload-time = "2025-11-13T20:56:50.845Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/fb/a3/cafafb4558fd638aadfe4121dc6cefb8d743368c085acb2f521df0f3d9d7/eval_type_backport-0.3.1.tar.gz", hash = "sha256:57e993f7b5b69d271e37482e62f74e76a0276c82490cf8e4f0dffeb6b332d5ed", size = 9445, upload-time = "2025-12-02T11:51:42.987Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/19/d8/2a1c638d9e0aa7e269269a1a1bf423ddd94267f1a01bbe3ad03432b67dd4/eval_type_backport-0.3.0-py3-none-any.whl", hash = "sha256:975a10a0fe333c8b6260d7fdb637698c9a16c3a9e3b6eb943fee6a6f67a37fe8", size = 6061, upload-time = "2025-11-13T20:56:49.499Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/22/fdc2e30d43ff853720042fa15baa3e6122722be1a7950a98233ebb55cd71/eval_type_backport-0.3.1-py3-none-any.whl", hash = "sha256:279ab641905e9f11129f56a8a78f493518515b83402b860f6f06dd7c011fdfa8", size = 6063, upload-time = "2025-12-02T11:51:41.665Z" },
 ]
 
 [[package]]
@@ -560,15 +560,17 @@ wheels = [
 
 [[package]]
 name = "fal-client"
-version = "0.9.1"
+version = "0.11.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
     { name = "httpx-sse" },
+    { name = "msgpack" },
+    { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b8/a1/98ab1cea4c2424ee612292bc92b07905e1a15a05584f6c263cde38e6a3a2/fal_client-0.9.1.tar.gz", hash = "sha256:c8f7f88f79c4b4c4f069be9f571be924dc7c4a6bf07c252fe0b75f3c46c8d66d", size = 17085, upload-time = "2025-11-13T18:15:09.911Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/44/58/223a48a4d0538e73c292086f284480be42ada14223d8067432bf5eeb7aaf/fal_client-0.11.0.tar.gz", hash = "sha256:350f8cd73f5035ae1e2678ce46beb7f9f43d0a96d43586b02cd88fd973e656e1", size = 21823, upload-time = "2026-01-05T15:22:33.606Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/8b/57/775821a71459f2b83bbaa59452a4b1e4772f7c770de88a6f591c9d43c7c8/fal_client-0.9.1-py3-none-any.whl", hash = "sha256:8eba86c947299852c8306f685eee883ce01856543bf4344b87f65abd4b7d7622", size = 11157, upload-time = "2025-11-13T18:15:08.528Z" },
+    { url = "https://files.pythonhosted.org/packages/64/67/7dd4c4b2b375cc3f072ec7bde528d7c8bafb3bcdd7df1e0758d97366a1c8/fal_client-0.11.0-py3-none-any.whl", hash = "sha256:dc4f528299aa9aeefad949e0bed0183fb78c19f0a1b7e7f85d95c859f2f694d7", size = 14771, upload-time = "2026-01-05T15:22:32.116Z" },
 ]
 
 [[package]]
@@ -724,6 +726,11 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/be/a4/7319a2a8add4cc352be9e3efeff5e2aacee917c85ca2fa1647e29089983c/google_auth-2.41.1-py2.py3-none-any.whl", hash = "sha256:754843be95575b9a19c604a848a41be03f7f2afd8c019f716dc1f51ee41c639d", size = 221302, upload-time = "2025-09-30T22:51:24.212Z" },
 ]
 
+[package.optional-dependencies]
+requests = [
+    { name = "requests" },
+]
+
 [[package]]
 name = "google-auth-oauthlib"
 version = "1.2.3"
@@ -739,21 +746,23 @@ wheels = [
 
 [[package]]
 name = "google-genai"
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+]
+
 [[package]]
 name = "multidict"
 version = "6.7.0"
@@ -1410,7 +1480,8 @@ dev = [
 requires-dist = [
     { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
-    { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], editable = "../pipelex" },
+    { name = "pipelex", git = "https://github.com/Pipelex/pipelex.git?branch=feature%2FChicago" },
+    { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], git = "https://github.com/Pipelex/pipelex.git?branch=feature%2FChicago" },
     { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
@@ -1891,7 +1962,7 @@ wheels = [
 [[package]]
 name = "pipelex"
 version = "0.17.3"
-source = { editable = "../pipelex" }
+source = { git = "https://github.com/Pipelex/pipelex.git?branch=feature%2FChicago#88f1cefb1901f0759e91b06a2ba2f580291a29f2" }
 dependencies = [
     { name = "aiofiles" },
     { name = "backports-strenum", marker = "python_full_version < '3.11'" },
@@ -1947,69 +2018,6 @@ mistralai = [
     { name = "mistralai" },
 ]
 
-[package.metadata]
-requires-dist = [
-    { name = "aioboto3", marker = "extra == 'bedrock'", specifier = ">=13.4.0" },
-    { name = "aiofiles", specifier = ">=23.2.1" },
-    { name = "anthropic", marker = "extra == 'anthropic'", specifier = ">=0.60.0" },
-    { name = "backports-strenum", marker = "python_full_version < '3.11'", specifier = ">=1.3.0" },
-    { name = "boto3", marker = "extra == 'bedrock'", specifier = ">=1.34.131" },
-    { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
-    { name = "docling", marker = "extra == 'docling'", specifier = ">=2.64.0" },
-    { name = "fal-client", marker = "extra == 'fal'", specifier = ">=0.4.1" },
-    { name = "filetype", specifier = ">=1.2.0" },
-    { name = "google-auth-oauthlib", marker = "extra == 'google'", specifier = ">=1.2.1" },
-    { name = "google-genai", marker = "extra == 'google-genai'" },
-    { name = "httpx", specifier = ">=0.23.0,<1.0.0" },
-    { name = "instructor", specifier = ">=1.8.3,!=1.11.*,!=1.12.*" },
-    { name = "instructor", extras = ["google-genai"], marker = "extra == 'google-genai'" },
-    { name = "jinja2", specifier = ">=3.1.4" },
-    { name = "json2html", specifier = ">=1.3.0" },
-    { name = "kajson", specifier = "==0.3.1" },
-    { name = "markdown", specifier = ">=3.6" },
-    { name = "mistralai", marker = "extra == 'mistralai'", specifier = "==1.5.2" },
-    { name = "mkdocs", marker = "extra == 'docs'", specifier = "==1.6.1" },
-    { name = "mkdocs-glightbox", marker = "extra == 'docs'", specifier = "==0.4.0" },
-    { name = "mkdocs-material", marker = "extra == 'docs'", specifier = "==9.6.14" },
-    { name = "mkdocs-meta-manager", marker = "extra == 'docs'", specifier = "==1.1.0" },
-    { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
-    { name = "networkx", specifier = ">=3.4.2" },
-    { name = "openai", specifier = ">=1.108.1" },
-    { name = "opentelemetry-api" },
-    { name = "opentelemetry-exporter-otlp-proto-http" },
-    { name = "opentelemetry-sdk" },
-    { name = "opentelemetry-semantic-conventions" },
-    { name = "pillow", specifier = ">=11.2.1" },
-    { name = "polyfactory", specifier = ">=2.21.0" },
-    { name = "portkey-ai", specifier = ">=2.1.0" },
-    { name = "posthog", specifier = ">=6.7.0" },
-    { name = "pydantic", specifier = ">=2.10.6,<3.0.0" },
-    { name = "pylint", marker = "extra == 'dev'", specifier = ">=3.3.8" },
-    { name = "pypdfium2", specifier = ">=4.30.0,!=4.30.1" },
-    { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
-    { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
-    { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
-    { name = "pytest-cov", marker = "extra == 'dev'", specifier = ">=6.1.1" },
-    { name = "pytest-mock", marker = "extra == 'dev'", specifier = ">=3.14.0" },
-    { name = "pytest-sugar", marker = "extra == 'dev'", specifier = ">=1.0.0" },
-    { name = "pytest-xdist", marker = "extra == 'dev'", specifier = ">=3.6.1" },
-    { name = "python-dotenv", specifier = ">=1.0.1" },
-    { name = "pyyaml", specifier = ">=6.0.2" },
-    { name = "rich", specifier = ">=13.8.1" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.6.8" },
-    { name = "shortuuid", specifier = ">=1.0.13" },
-    { name = "tomli", specifier = ">=2.3.0" },
-    { name = "tomlkit", specifier = ">=0.13.2" },
-    { name = "typer", specifier = ">=0.16.0" },
-    { name = "types-aioboto3", extras = ["bedrock", "bedrock-runtime"], marker = "extra == 'dev'", specifier = ">=13.4.0" },
-    { name = "types-aiofiles", marker = "extra == 'dev'", specifier = ">=24.1.0.20240626" },
-    { name = "types-markdown", marker = "extra == 'dev'", specifier = ">=3.6.0.20240316" },
-    { name = "types-networkx", marker = "extra == 'dev'", specifier = ">=3.3.0.20241020" },
-    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = ">=6.0.12.20250326" },
-    { name = "typing-extensions", specifier = ">=4.13.2" },
-]
-provides-extras = ["anthropic", "bedrock", "docling", "fal", "google", "google-genai", "mistralai", "docs", "dev"]
-
 [[package]]
 name = "platformdirs"
 version = "4.5.0"

From ce903260f83d0abc6e55c3652cdeaa0054dd2f87 Mon Sep 17 00:00:00 2001
From: Louis Choquel <8851983+lchoquel@users.noreply.github.com>
Date: Mon, 12 Jan 2026 17:09:19 +0100
Subject: [PATCH 12/22] Use feature/Chicago (WIP)

---
 .gitignore                                    |    2 +-
 .pipelex/inference/backends.toml              |    1 -
 .pipelex/inference/backends/anthropic.toml    |   22 +-
 .pipelex/inference/backends/bedrock.toml      |   20 +-
 .pipelex/inference/backends/blackboxai.toml   |    8 +-
 .pipelex/inference/backends/google.toml       |   12 +-
 .pipelex/inference/backends/internal.toml     |    2 +-
 .pipelex/inference/backends/mistral.toml      |    5 +-
 .pipelex/inference/backends/openai.toml       |   40 +-
 .pipelex/inference/backends/portkey.toml      |   59 +-
 .pipelex/inference/deck/base_deck.toml        |   14 +-
 .pipelex/pipelex.toml                         |   31 +-
 .pipelex/pipelex_override.toml                |   45 +-
 cv_and_offer/__init__.py                      |    1 +
 cv_and_offer/cv_job_match.plx                 |  162 +
 cv_and_offer/cv_job_matching_analysis.py      |   23 +
 cv_and_offer/cv_job_matching_itvw_question.py |   20 +
 cv_and_offer/cv_job_matching_itvw_sheet.py    |   26 +
 .../cv_job_matching_job_requirements.py       |   23 +
 .../cv_job_matching_match_analysis.py         |   24 +
 cv_and_offer/graphspec.json                   |  954 ++++
 cv_and_offer/inputs.json                      |   14 +
 cv_and_offer/mermaidflow.html                 |  830 ++++
 cv_and_offer/reactflow.html                   | 3924 ++++++++++++++++
 data/documents/CV-ELIAS-THORNE.docx           |  Bin 0 -> 217439 bytes
 data/documents/Job-Offer-Scan.pdf             |  Bin 0 -> 672364 bytes
 data/documents/Job-Offer.pdf                  |  Bin 0 -> 140830 bytes
 data/documents/John-Doe-CV.pdf                |  Bin 0 -> 53980 bytes
 data/documents/illustrated_train_article.pdf  |  Bin 0 -> 6457740 bytes
 data/documents/solar_system.pdf               |  Bin 0 -> 87502 bytes
 data/images/ai_lympics.jpg                    |  Bin 0 -> 595178 bytes
 data/images/ai_lympics.png                    |  Bin 0 -> 626781 bytes
 data/images/animal_lympics.jpg                |  Bin 0 -> 654271 bytes
 data/images/animal_lympics.png                |  Bin 0 -> 652596 bytes
 data/images/diagram.png                       |  Bin 0 -> 199683 bytes
 data/images/eiffel_tower.jpg                  |  Bin 0 -> 589189 bytes
 data/images/eiffel_tower.png                  |  Bin 0 -> 301469 bytes
 data/images/logo-tiny.png                     |  Bin 0 -> 151 bytes
 data/images/solar_system.jpg                  |  Bin 0 -> 241574 bytes
 data/images/solar_system.png                  |  Bin 0 -> 165426 bytes
 examples.sh                                   |   31 +-
 .../cv_batch}/bundle.plx                      |    4 +-
 .../cv_batch}/bundle_view.html                |    0
 .../cv_batch}/bundle_view.svg                 |    0
 examples/cv_batch/graphspec.json              |  989 ++++
 .../cv_batch}/inputs.json                     |    0
 examples/cv_batch/mermaidflow.html            |  830 ++++
 examples/cv_batch/reactflow.html              | 4045 +++++++++++++++++
 .../run_analyze_cv_and_generate_questions.py  |    0
 pipelines/__init__.py                         |    2 +
 {crazy => pipelines/crazy}/__init__.py        |    0
 {crazy => pipelines/crazy}/bundle.plx         |    0
 {crazy => pipelines/crazy}/bundle_view.html   |    0
 {crazy => pipelines/crazy}/bundle_view.svg    |    0
 {crazy => pipelines/crazy}/inputs.json        |    0
 .../crazy}/run_generate_crazy_image.py        |    0
 .../crazy}/structures/__init__.py             |    0
 .../crazy_image_generation_ImagePrompt.py     |    0
 pyproject.toml                                |    4 +-
 test_graphs/combo.html                        |  768 ++++
 test_graphs/dataflow.html                     |  738 +++
 test_graphs/orchestration.html                |  274 ++
 test_graphs/reactflow.html                    | 3646 +++++++++++++++
 uv.lock                                       | 2381 +++++++++-
 64 files changed, 19622 insertions(+), 352 deletions(-)
 create mode 100644 cv_and_offer/__init__.py
 create mode 100644 cv_and_offer/cv_job_match.plx
 create mode 100644 cv_and_offer/cv_job_matching_analysis.py
 create mode 100644 cv_and_offer/cv_job_matching_itvw_question.py
 create mode 100644 cv_and_offer/cv_job_matching_itvw_sheet.py
 create mode 100644 cv_and_offer/cv_job_matching_job_requirements.py
 create mode 100644 cv_and_offer/cv_job_matching_match_analysis.py
 create mode 100644 cv_and_offer/graphspec.json
 create mode 100644 cv_and_offer/inputs.json
 create mode 100644 cv_and_offer/mermaidflow.html
 create mode 100644 cv_and_offer/reactflow.html
 create mode 100644 data/documents/CV-ELIAS-THORNE.docx
 create mode 100644 data/documents/Job-Offer-Scan.pdf
 create mode 100644 data/documents/Job-Offer.pdf
 create mode 100644 data/documents/John-Doe-CV.pdf
 create mode 100644 data/documents/illustrated_train_article.pdf
 create mode 100644 data/documents/solar_system.pdf
 create mode 100644 data/images/ai_lympics.jpg
 create mode 100644 data/images/ai_lympics.png
 create mode 100644 data/images/animal_lympics.jpg
 create mode 100644 data/images/animal_lympics.png
 create mode 100644 data/images/diagram.png
 create mode 100644 data/images/eiffel_tower.jpg
 create mode 100644 data/images/eiffel_tower.png
 create mode 100644 data/images/logo-tiny.png
 create mode 100644 data/images/solar_system.jpg
 create mode 100644 data/images/solar_system.png
 rename {cv_match_scw => examples/cv_batch}/bundle.plx (98%)
 rename {cv_match_scw => examples/cv_batch}/bundle_view.html (100%)
 rename {cv_match_scw => examples/cv_batch}/bundle_view.svg (100%)
 create mode 100644 examples/cv_batch/graphspec.json
 rename {cv_match_scw => examples/cv_batch}/inputs.json (100%)
 create mode 100644 examples/cv_batch/mermaidflow.html
 create mode 100644 examples/cv_batch/reactflow.html
 rename {cv_match_scw => examples/cv_batch}/run_analyze_cv_and_generate_questions.py (100%)
 create mode 100644 pipelines/__init__.py
 rename {crazy => pipelines/crazy}/__init__.py (100%)
 rename {crazy => pipelines/crazy}/bundle.plx (100%)
 rename {crazy => pipelines/crazy}/bundle_view.html (100%)
 rename {crazy => pipelines/crazy}/bundle_view.svg (100%)
 rename {crazy => pipelines/crazy}/inputs.json (100%)
 rename {crazy => pipelines/crazy}/run_generate_crazy_image.py (100%)
 rename {crazy => pipelines/crazy}/structures/__init__.py (100%)
 rename {crazy => pipelines/crazy}/structures/crazy_image_generation_ImagePrompt.py (100%)
 create mode 100644 test_graphs/combo.html
 create mode 100644 test_graphs/dataflow.html
 create mode 100644 test_graphs/orchestration.html
 create mode 100644 test_graphs/reactflow.html

diff --git a/.gitignore b/.gitignore
index c922aae..e87322f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -32,4 +32,4 @@ temp/
 pipelex_super.toml
 base_llm_deck.toml
 pipeline_0*/
-.pipelex/storage
+.pipelex/storage
\ No newline at end of file
diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
index fe15a92..6803c4a 100644
--- a/.pipelex/inference/backends.toml
+++ b/.pipelex/inference/backends.toml
@@ -18,7 +18,6 @@ api_key = "${PIPELEX_GATEWAY_API_KEY}"
 [anthropic]
 enabled = true
 api_key = "${ANTHROPIC_API_KEY}"
-valued_constraints = { max_output_tokens_limit = 8192 }
 
 [azure_openai]
 display_name = "Azure OpenAI"
diff --git a/.pipelex/inference/backends/anthropic.toml b/.pipelex/inference/backends/anthropic.toml
index 729e2d1..2c94cd3 100644
--- a/.pipelex/inference/backends/anthropic.toml
+++ b/.pipelex/inference/backends/anthropic.toml
@@ -39,19 +39,11 @@ outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 0.25, output = 1.25 }
 
-[claude-3-opus]
-model_id = "claude-3-opus-20240229"
-max_tokens = 4096
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 15.0, output = 75.0 }
-
 # --- Claude 3.7 Series --------------------------------------------------------
 ["claude-3.7-sonnet"]
 model_id = "claude-3-7-sonnet-20250219"
 max_tokens = 8192
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -60,7 +52,7 @@ costs = { input = 3.0, output = 15.0 }
 [claude-4-sonnet]
 model_id = "claude-sonnet-4-20250514"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -68,7 +60,7 @@ costs = { input = 3.0, output = 15.0 }
 [claude-4-opus]
 model_id = "claude-opus-4-20250514"
 max_tokens = 32000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -77,7 +69,7 @@ costs = { input = 3.0, output = 15.0 }
 ["claude-4.1-opus"]
 model_id = "claude-opus-4-1-20250805"
 max_tokens = 32000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -86,7 +78,7 @@ costs = { input = 3.0, output = 15.0 }
 ["claude-4.5-sonnet"]
 model_id = "claude-sonnet-4-5-20250929"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -94,7 +86,7 @@ costs = { input = 3.0, output = 15.0 }
 ["claude-4.5-haiku"]
 model_id = "claude-haiku-4-5-20251001"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 1.0, output = 5.0 }
@@ -102,7 +94,7 @@ costs = { input = 1.0, output = 5.0 }
 ["claude-4.5-opus"]
 model_id = "claude-opus-4-5-20251101"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 5.0, output = 25.0 }
diff --git a/.pipelex/inference/backends/bedrock.toml b/.pipelex/inference/backends/bedrock.toml
index c4ab176..dc3a566 100644
--- a/.pipelex/inference/backends/bedrock.toml
+++ b/.pipelex/inference/backends/bedrock.toml
@@ -60,7 +60,7 @@ costs = { input = 3.0, output = 15.0 }
 sdk = "bedrock_anthropic"
 model_id = "us.anthropic.claude-3-7-sonnet-20250219-v1:0"
 max_tokens = 8192
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -69,7 +69,7 @@ costs = { input = 3.0, output = 15.0 }
 sdk = "bedrock_anthropic"
 model_id = "us.anthropic.claude-sonnet-4-20250514-v1:0"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -78,7 +78,7 @@ costs = { input = 3.0, output = 15.0 }
 sdk = "bedrock_anthropic"
 model_id = "us.anthropic.claude-opus-4-20250514-v1:0"
 max_tokens = 32000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -87,7 +87,7 @@ costs = { input = 3.0, output = 15.0 }
 sdk = "bedrock_anthropic"
 model_id = "us.anthropic.claude-opus-4-1-20250805-v1:0"
 max_tokens = 32000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -95,8 +95,8 @@ costs = { input = 3.0, output = 15.0 }
 ["claude-4.5-sonnet"]
 sdk = "bedrock_anthropic"
 model_id = "us.anthropic.claude-sonnet-4-5-20250929-v1:0"
-max_tokens = 8192
-inputs = ["text", "images"]
+max_tokens = 64000
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -104,8 +104,8 @@ costs = { input = 3.0, output = 15.0 }
 ["claude-4.5-haiku"]
 sdk = "bedrock_anthropic"
 model_id = "us.anthropic.claude-haiku-4-5-20251001-v1:0"
-max_tokens = 8192
-inputs = ["text", "images"]
+max_tokens = 64000
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 1.0, output = 5.0 }
@@ -113,8 +113,8 @@ costs = { input = 1.0, output = 5.0 }
 ["claude-4.5-opus"]
 sdk = "bedrock_anthropic"
 model_id = "global.anthropic.claude-opus-4-5-20251101-v1:0"
-max_tokens = 8192
-inputs = ["text", "images"]
+max_tokens = 64000
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 5.0, output = 25.0 }
diff --git a/.pipelex/inference/backends/blackboxai.toml b/.pipelex/inference/backends/blackboxai.toml
index 9ee0433..ee8a105 100644
--- a/.pipelex/inference/backends/blackboxai.toml
+++ b/.pipelex/inference/backends/blackboxai.toml
@@ -73,7 +73,7 @@ inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 3.00, output = 15.00 }
 
-[claude-opus-4]
+[claude-4-opus]
 model_id = "blackboxai/anthropic/claude-opus-4"
 inputs = ["text", "images"]
 outputs = ["text", "structured"]
@@ -104,12 +104,6 @@ inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.00 }
 
-["gemini-flash-1.5-8b"]
-model_id = "blackboxai/google/gemini-flash-1.5-8b"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.04, output = 0.15 }
-
 # --- Mistral Models -----------------------------------------------------------
 [mistral-large]
 model_id = "blackboxai/mistralai/mistral-large"
diff --git a/.pipelex/inference/backends/google.toml b/.pipelex/inference/backends/google.toml
index 36e19c2..de001aa 100644
--- a/.pipelex/inference/backends/google.toml
+++ b/.pipelex/inference/backends/google.toml
@@ -33,7 +33,7 @@ structure_method = "instructor/genai_tools"
 # --- Gemini 2.0 Series ----------------------------------------
 ["gemini-2.0-flash"]
 model_id = "gemini-2.0-flash"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 0.10, output = 0.40 }
@@ -41,21 +41,21 @@ costs = { input = 0.10, output = 0.40 }
 # --- Gemini 2.5 Series ----------------------------------------
 ["gemini-2.5-pro"]
 model_id = "gemini-2.5-pro"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 1.25, output = 10.0 }
 
 ["gemini-2.5-flash"]
 model_id = "gemini-2.5-flash"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 0.30, output = 2.50 }
 
 ["gemini-2.5-flash-lite"]
 model_id = "gemini-2.5-flash-lite"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 0.10, output = 0.40 }
@@ -63,14 +63,14 @@ costs = { input = 0.10, output = 0.40 }
 # --- Gemini 3.0 Series ----------------------------------------
 ["gemini-3.0-pro"]
 model_id = "gemini-3-pro-preview"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 2, output = 12.0 }
 
 ["gemini-3.0-flash-preview"]
 model_id = "gemini-3-flash-preview"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 0.5, output = 3.0 }
diff --git a/.pipelex/inference/backends/internal.toml b/.pipelex/inference/backends/internal.toml
index 2d30b7f..e44b222 100644
--- a/.pipelex/inference/backends/internal.toml
+++ b/.pipelex/inference/backends/internal.toml
@@ -19,7 +19,7 @@
 ################################################################################
 
 # --- PyPDFium2 Text Extractor -------------------------------------------------
-[pypdfium2-extract-text]
+[pypdfium2-extract-pdf]
 model_type = "text_extractor"
 sdk = "pypdfium2"
 model_id = "extract-text"
diff --git a/.pipelex/inference/backends/mistral.toml b/.pipelex/inference/backends/mistral.toml
index c8c4b05..e131f8e 100644
--- a/.pipelex/inference/backends/mistral.toml
+++ b/.pipelex/inference/backends/mistral.toml
@@ -118,14 +118,14 @@ costs = { input = 2.0, output = 6.0 }
 [mistral-medium]
 model_id = "mistral-medium-latest"
 max_tokens = 128000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.4, output = 2.0 }
 
 [mistral-medium-2508]
 model_id = "mistral-medium-2508"
 max_tokens = 128000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.4, output = 2.0 }
 
@@ -135,7 +135,6 @@ costs = { input = 0.4, output = 2.0 }
 
 # TODO: add support to pricing per page
 
-# --- OCR Models ---------------------------------------------------------------
 [mistral-ocr-2503]
 model_type = "text_extractor"
 model_id = "mistral-ocr-2503"
diff --git a/.pipelex/inference/backends/openai.toml b/.pipelex/inference/backends/openai.toml
index e61d52e..0f0b1dc 100644
--- a/.pipelex/inference/backends/openai.toml
+++ b/.pipelex/inference/backends/openai.toml
@@ -50,44 +50,44 @@ costs = { input = 10.0, output = 30.0 }
 
 # --- GPT-4o Series ------------------------------------------------------------
 [gpt-4o-2024-11-20]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 2.5, output = 10.0 }
 
 [gpt-4o]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 2.5, output = 10.0 }
 
 [gpt-4o-mini-2024-07-18]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.15, output = 0.6 }
 
 [gpt-4o-mini]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.15, output = 0.6 }
 
 # --- GPT-4.1 Series -----------------------------------------------------------
 ["gpt-4.1"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 2, output = 8 }
 
 ["gpt-4.1-mini"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.4, output = 1.6 }
 
 ["gpt-4.1-nano"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.1, output = 0.4 }
 
 # --- o Series ----------------------------------------------------------------
 [o1]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 15.0, output = 60.0 }
 valued_constraints = { fixed_temperature = 1 }
@@ -99,7 +99,7 @@ costs = { input = 1.1, output = 4.4 }
 valued_constraints = { fixed_temperature = 1 }
 
 [o3]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 10.0, output = 40.0 }
 valued_constraints = { fixed_temperature = 1 }
@@ -112,70 +112,70 @@ valued_constraints = { fixed_temperature = 1 }
 
 # --- GPT-5 Series -------------------------------------------------------------
 [gpt-5]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-mini]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.25, output = 2.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-nano]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.05, output = 0.4 }
 valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-chat]
 model_id = "gpt-5-chat-latest"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 [gpt-5-codex]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 # --- GPT-5.1 Series -------------------------------------------------------------
 ["gpt-5.1"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 
 ["gpt-5.1-chat"]
 model_id = "gpt-5.1-chat-latest"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 ["gpt-5.1-codex"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 ["gpt-5.1-codex-max"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
 
 # --- GPT-5.2 Series -------------------------------------------------------------
 ["gpt-5.2"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.75, output = 14.0 }
 
 ["gpt-5.2-chat"]
 model_id = "gpt-5.2-chat-latest"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.75, output = 14.0 }
 valued_constraints = { fixed_temperature = 1 }
diff --git a/.pipelex/inference/backends/portkey.toml b/.pipelex/inference/backends/portkey.toml
index 2080d0e..9a7ede7 100644
--- a/.pipelex/inference/backends/portkey.toml
+++ b/.pipelex/inference/backends/portkey.toml
@@ -31,7 +31,7 @@ prompting_target = "anthropic"
 
 # --- OpenAI LLMs --------------------------------------------------------------
 [gpt-4o-mini]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.15, output = 0.6 }
 sdk = "portkey_responses"
@@ -39,7 +39,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 [gpt-4o]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 2.5, output = 10.0 }
 sdk = "portkey_responses"
@@ -47,7 +47,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 ["gpt-4.1-nano"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.1, output = 0.4 }
 sdk = "portkey_responses"
@@ -55,7 +55,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 ["gpt-4.1-mini"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.4, output = 1.6 }
 sdk = "portkey_responses"
@@ -63,7 +63,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 ["gpt-4.1"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 2, output = 8 }
 sdk = "portkey_responses"
@@ -71,7 +71,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 [o1]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 15.0, output = 60.0 }
 valued_constraints = { fixed_temperature = 1 }
@@ -89,7 +89,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 [o3]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 2, output = 8 }
 valued_constraints = { fixed_temperature = 1 }
@@ -98,7 +98,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 [o4-mini]
-inputs = ["text", "images"]
+inputs = ["text"]
 outputs = ["text", "structured"]
 costs = { input = 1.1, output = 4.4 }
 valued_constraints = { fixed_temperature = 1 }
@@ -107,7 +107,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 [gpt-5-nano]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.05, output = 0.4 }
 valued_constraints = { fixed_temperature = 1 }
@@ -116,7 +116,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 [gpt-5-mini]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.25, output = 2.0 }
 valued_constraints = { fixed_temperature = 1 }
@@ -125,7 +125,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 [gpt-5]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
@@ -134,7 +134,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 ["gpt-5.1"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
@@ -143,7 +143,7 @@ structure_method = "instructor/openai_responses_tools"
 x-portkey-provider = "@openai"
 
 ["gpt-5.1-codex"]
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 1.25, output = 10.0 }
 valued_constraints = { fixed_temperature = 1 }
@@ -161,19 +161,10 @@ max_prompt_images = 100
 costs = { input = 0.25, output = 1.25 }
 x-portkey-provider = "@anthropic"
 
-[claude-3-opus]
-model_id = "claude-3-opus-20240229"
-max_tokens = 4096
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 15.0, output = 75.0 }
-x-portkey-provider = "@anthropic"
-
 ["claude-3.7-sonnet"]
 model_id = "claude-3-7-sonnet-20250219"
 max_tokens = 8192
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -182,7 +173,7 @@ x-portkey-provider = "@anthropic"
 [claude-4-sonnet]
 model_id = "claude-sonnet-4-20250514"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -191,7 +182,7 @@ x-portkey-provider = "@anthropic"
 [claude-4-opus]
 model_id = "claude-opus-4-20250514"
 max_tokens = 32000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -200,7 +191,7 @@ x-portkey-provider = "@anthropic"
 ["claude-4.1-opus"]
 model_id = "claude-opus-4-1-20250805"
 max_tokens = 32000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -209,7 +200,7 @@ x-portkey-provider = "@anthropic"
 ["claude-4.5-sonnet"]
 model_id = "claude-sonnet-4-5-20250929"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 3.0, output = 15.0 }
@@ -218,7 +209,7 @@ x-portkey-provider = "@anthropic"
 ["claude-4.5-haiku"]
 model_id = "claude-haiku-4-5-20251001"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 1.0, output = 5.0 }
@@ -227,7 +218,7 @@ x-portkey-provider = "@anthropic"
 ["claude-4.5-opus"]
 model_id = "claude-opus-4-5-20251101"
 max_tokens = 64000
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 100
 costs = { input = 5.0, output = 25.0 }
@@ -236,14 +227,14 @@ x-portkey-provider = "@anthropic"
 # --- Gemini LLMs --------------------------------------------------------------
 ["gemini-2.0-flash"]
 model_id = "gemini-2.0-flash"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.10, output = 0.40 }
 x-portkey-provider = "@google"
 
 ["gemini-2.5-pro"]
 model_id = "gemini-2.5-pro"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 1.25, output = 10.0 }
@@ -251,21 +242,21 @@ x-portkey-provider = "@google"
 
 ["gemini-2.5-flash"]
 model_id = "gemini-2.5-flash"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.30, output = 2.50 }
 x-portkey-provider = "@google"
 
 ["gemini-2.5-flash-lite"]
 model_id = "gemini-2.5-flash-lite"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 costs = { input = 0.10, output = 0.40 }
 x-portkey-provider = "@google"
 
 ["gemini-3.0-pro"]
 model_id = "gemini-3-pro-preview"
-inputs = ["text", "images"]
+inputs = ["text", "images", "pdf"]
 outputs = ["text", "structured"]
 max_prompt_images = 3000
 costs = { input = 2, output = 12.0 }
diff --git a/.pipelex/inference/deck/base_deck.toml b/.pipelex/inference/deck/base_deck.toml
index bb28c3a..63ab39e 100644
--- a/.pipelex/inference/deck/base_deck.toml
+++ b/.pipelex/inference/deck/base_deck.toml
@@ -53,7 +53,7 @@ smart_llm = [
     "claude-4.1-opus",
     "gemini-2.5-pro",
     "claude-4-sonnet",
-    "grok-4",
+    "grok-4-fast-non-reasoning",
 ]
 smart_llm_with_vision = [
     "claude-4.5-opus",
@@ -63,7 +63,7 @@ smart_llm_with_vision = [
     "claude-4.1-opus",
     "gemini-2.5-pro",
     "claude-4-sonnet",
-    "grok-4",
+    "grok-4-fast-non-reasoning",
 ]
 smart_llm_for_structured = [
     "claude-4.5-opus",
@@ -85,7 +85,7 @@ llm_for_large_codebase = [
     "gemini-3.0-pro",
     "gpt-5.1",
     "gemini-2.5-flash",
-    "grok-4",
+    "grok-4-fast-non-reasoning",
 ]
 cheap_llm = [
     "gpt-4o-mini",
@@ -111,7 +111,7 @@ cheap_llm_for_creativity = [
 pdf_text_extractor = [
     "azure-document-intelligence",
     "mistral-ocr",
-    "pypdfium2-extract-text",
+    "pypdfium2-extract-pdf",
 ]
 image_text_extractor = ["mistral-ocr"]
 
@@ -173,11 +173,11 @@ for_object = "cheap_llm_for_structured"
 ####################################################################################################
 
 [extract]
-choice_default = "extract_text_from_visuals"
+choice_default = "extract_ocr_from_document"
 
 [extract.presets]
-extract_text_from_visuals = { model = "azure-document-intelligence", max_nb_images = 100, image_min_size = 50 }
-extract_text_from_pdf = { model = "pypdfium2-extract-text", max_nb_images = 100, image_min_size = 50 }
+extract_ocr_from_document = { model = "azure-document-intelligence", max_nb_images = 100, image_min_size = 50 }
+extract_basic_from_pdf = { model = "pypdfium2-extract-pdf", max_nb_images = 100, image_min_size = 50 }
 
 ####################################################################################################
 # Image Generation Presets
diff --git a/.pipelex/pipelex.toml b/.pipelex/pipelex.toml
index 2983ada..9d64e9b 100644
--- a/.pipelex/pipelex.toml
+++ b/.pipelex/pipelex.toml
@@ -36,21 +36,22 @@
 
 [pipelex.scan_config]
 # Uncomment to customize the excluded directories for scanning
-# excluded_dirs = [
-#     ".venv",
-#     "venv",
-#     "env",
-#     ".env",
-#     "virtualenv",
-#     ".virtualenv",
-#     ".git",
-#     "__pycache__",
-#     ".pytest_cache",
-#     ".mypy_cache",
-#     ".ruff_cache",
-#     "node_modules",
-#     "results",
-# ]
+excluded_dirs = [
+    ".venv",
+    "venv",
+    "env",
+    ".env",
+    "virtualenv",
+    ".virtualenv",
+    ".git",
+    "__pycache__",
+    ".pytest_cache",
+    ".mypy_cache",
+    ".ruff_cache",
+    "node_modules",
+    "results",
+    "hidden",
+]
 
 [pipelex.builder_config]
 # Uncomment to change where the generated pipelines are saved:
diff --git a/.pipelex/pipelex_override.toml b/.pipelex/pipelex_override.toml
index 7c35591..f5d82e7 100644
--- a/.pipelex/pipelex_override.toml
+++ b/.pipelex/pipelex_override.toml
@@ -3,15 +3,56 @@
 # Pipelex config
 ####################################################################################################
 
+# [pipelex.pipeline_execution_config.graph_config.graphs_inclusion]
+# Uncomment to customize which graph outputs are generated (all enabled by default):
+# graphspec_json = false
+# orchestration_mmd = false
+# orchestration_html = false
+# dataflow_mmd = false
+# dataflow_html = false
+# combo_mmd = false
+# combo_html = false
+# reactflow_viewspec = false
+# reactflow_html = true
+
+
 [pipelex.storage_config]
 # Uncomment to change the storage method: "local" (default) or "in_memory"
-# method = "in_memory"
+method = "s3"
+# Whether to fetch remote HTTP URLs and store them locally
+# is_fetch_remote_content_enabled = true
+
+# --- Local Storage Configuration ---
+# Uncomment to customize local storage settings:
+# [pipelex.storage_config.local]
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
 # local_storage_path = ".pipelex/storage"
 
+# --- In-Memory Storage Configuration ---
+# Uncomment to use in-memory storage (data is lost when process ends):
+# [pipelex.storage_config.in_memory]
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+
+# --- AWS S3 Storage Configuration ---
+# Uncomment to use S3 storage (requires boto3: `pip install pipelex[s3]`):
+[pipelex.storage_config.s3]
+uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+bucket_name = "pipelex-storage-test"
+region = "eu-west-3"
+signed_urls_lifespan_seconds = 3600                           # Set to "disabled" for public URLs
+
+# --- Google Cloud Storage Configuration ---
+# Uncomment to use GCP storage (requires google-cloud-storage: `pip install pipelex[gcp-storage]`):
+# [pipelex.storage_config.gcp]
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+# bucket_name = "your-bucket-name"
+# project_id = "your-project-id"
+# signed_urls_lifespan_seconds = 3600  # Set to "disabled" for public URLs
+
 [pipelex.builder_config]
 fix_loop_max_attempts = 10
 # Uncomment to change where the generated pipelines are saved
-default_output_dir = "./results"
+default_output_dir = "./pipelines"
 # default_bundle_file_name = "bundle"
 # default_directory_base_name = "pipeline"
 
diff --git a/cv_and_offer/__init__.py b/cv_and_offer/__init__.py
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/cv_and_offer/__init__.py
@@ -0,0 +1 @@
+
diff --git a/cv_and_offer/cv_job_match.plx b/cv_and_offer/cv_job_match.plx
new file mode 100644
index 0000000..d5a34c7
--- /dev/null
+++ b/cv_and_offer/cv_job_match.plx
@@ -0,0 +1,162 @@
+domain = "cv_and_offer"
+description = "Analyzing CV and job offer compatibility and generating interview questions"
+main_pipe = "cv_job_match"
+
+[concept]
+CVAnalysis = "Structured analysis of a candidate's curriculum vitae highlighting their professional profile."
+JobRequirements = "Structured analysis of a job offer detailing what the employer is seeking."
+MatchAnalysis = "Evaluation of how well a candidate aligns with job requirements."
+InterviewQuestion = "A targeted question designed for a job interview with its underlying purpose."
+InterviewSheet = "A comprehensive interview preparation document combining match analysis with targeted interview questions."
+
+[pipe.cv_job_match]
+type = "PipeSequence"
+description = """
+Main pipeline that processes CV and job offer PDFs, analyzes their match, and generates targeted interview questions. This is the entry point for the CV-job matching workflow.
+"""
+inputs = { cv_pdf = "PDF", job_offer_pdf = "PDF" }
+output = "InterviewSheet"
+steps = [
+    { pipe = "extract_documents", result = "extracted_documents" },
+    { pipe = "analyze_documents", result = "analyzed_documents" },
+    { pipe = "evaluate_match", result = "match_analysis" },
+    { pipe = "generate_interview_questions", result = "interview_questions" },
+    { pipe = "compose_interview_sheet", result = "interview_sheet" },
+]
+
+[pipe.extract_documents]
+type = "PipeParallel"
+description = "Extracts text content from both the CV and job offer PDFs concurrently"
+inputs = { cv_pdf = "PDF", job_offer_pdf = "PDF" }
+output = "Page[]"
+parallels = [
+    { pipe = "extract_cv", result = "cv_pages" },
+    { pipe = "extract_job_offer", result = "job_offer_pages" },
+]
+add_each_output = true
+
+[pipe.extract_cv]
+type = "PipeExtract"
+description = "Extracts text content from the CV PDF document"
+inputs = { cv_pdf = "PDF" }
+output = "Page[]"
+model = "pdf_text_extractor"
+
+[pipe.extract_job_offer]
+type = "PipeExtract"
+description = "Extracts text content from the job offer PDF document"
+inputs = { job_offer_pdf = "PDF" }
+output = "Page[]"
+model = "pdf_text_extractor"
+
+[pipe.analyze_documents]
+type = "PipeParallel"
+description = "Analyzes both the CV and job offer documents concurrently to extract structured information"
+inputs = { cv_pages = "Page", job_offer_pages = "Page" }
+output = "Text"
+parallels = [
+    { pipe = "analyze_cv", result = "cv_analysis" },
+    { pipe = "analyze_job_offer", result = "job_requirements" },
+]
+add_each_output = true
+
+[pipe.analyze_cv]
+type = "PipeLLM"
+description = """
+Analyzes the CV to extract key information including skills, experience, education, previous roles, and notable achievements
+"""
+inputs = { cv_pages = "Page" }
+output = "CVAnalysis"
+model = "llm_to_answer_questions_cheap"
+system_prompt = """
+You are an expert HR analyst specializing in CV evaluation. Your task is to analyze curriculum vitae documents and extract structured information about candidates' professional profiles.
+"""
+prompt = """
+Analyze the following CV and extract the candidate's key professional information.
+
+@cv_pages
+"""
+
+[pipe.analyze_job_offer]
+type = "PipeLLM"
+description = """
+Analyzes the job offer to extract requirements including required skills, preferred skills, responsibilities, qualifications, and experience level
+"""
+inputs = { job_offer_pages = "Page" }
+output = "JobRequirements"
+model = "llm_to_answer_questions_cheap"
+system_prompt = """
+You are an expert HR analyst specializing in job offer analysis. Your task is to extract and structure key requirements from job postings into a structured format.
+"""
+prompt = """
+Analyze the following job offer and extract the key requirements for the position.
+
+@job_offer_pages
+"""
+
+[pipe.evaluate_match]
+type = "PipeLLM"
+description = """
+Evaluates how well the candidate matches the job requirements, identifying matching skills, gaps, experience alignment, and areas to explore during interview
+"""
+inputs = { cv_analysis = "CVAnalysis", job_requirements = "JobRequirements" }
+output = "MatchAnalysis"
+model = "llm_to_answer_questions_cheap"
+system_prompt = """
+You are an expert HR analyst and recruiter. Your task is to evaluate how well a candidate matches a job position by analyzing their CV against the job requirements. Provide a structured assessment that will help hiring managers make informed decisions.
+"""
+prompt = """
+Evaluate how well the candidate matches the job requirements based on the following information:
+
+**Candidate CV Analysis:**
+@cv_analysis
+
+**Job Requirements:**
+@job_requirements
+
+Analyze the alignment between the candidate's profile and the job requirements. Identify matching skills, missing skills, assess experience alignment, note any areas of concern, and highlight areas that should be explored further during the interview process. Provide an overall match score as a percentage.
+"""
+
+[pipe.generate_interview_questions]
+type = "PipeLLM"
+description = """
+Creates 5 targeted interview questions based on the match analysis, focusing on verifying claimed skills, exploring gaps, and assessing cultural fit
+"""
+inputs = { cv_analysis = "CVAnalysis", job_requirements = "JobRequirements", match_analysis = "MatchAnalysis" }
+output = "InterviewQuestion[5]"
+model = "llm_to_answer_questions_cheap"
+system_prompt = """
+You are an expert HR interviewer and talent acquisition specialist. Your task is to generate structured interview questions that will help assess a candidate's fit for a specific role. Each question should be purposeful and designed to verify skills, explore potential gaps, or assess cultural fit.
+"""
+prompt = """
+Based on the following candidate analysis, job requirements, and match analysis, generate 5 targeted interview questions.
+
+@cv_analysis
+
+@job_requirements
+
+@match_analysis
+
+Create questions that:
+1. Verify the candidate's claimed skills and experience
+2. Explore any identified gaps or areas of concern
+3. Assess cultural and role fit
+4. Investigate areas that warrant further exploration
+"""
+
+[pipe.compose_interview_sheet]
+type = "PipeCompose"
+description = """
+Composes the final interview sheet by combining the match analysis results with the generated interview questions into a single structured document.
+"""
+inputs = { match_analysis = "MatchAnalysis", interview_questions = "InterviewQuestion[]" }
+output = "InterviewSheet"
+
+[pipe.compose_interview_sheet.construct]
+overall_match_score = { from = "match_analysis.overall_match_score" }
+matching_skills = { from = "match_analysis.matching_skills" }
+missing_skills = { from = "match_analysis.missing_skills" }
+experience_alignment = { from = "match_analysis.experience_alignment" }
+areas_of_concern = { from = "match_analysis.areas_of_concern" }
+areas_to_explore = { from = "match_analysis.areas_to_explore" }
+questions = { from = "interview_questions" }
diff --git a/cv_and_offer/cv_job_matching_analysis.py b/cv_and_offer/cv_job_matching_analysis.py
new file mode 100644
index 0000000..7d7d4bc
--- /dev/null
+++ b/cv_and_offer/cv_job_matching_analysis.py
@@ -0,0 +1,23 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+
+
+class CVAnalysis(StructuredContent):
+    """Generated CVAnalysis class"""
+
+    skills: str = Field(..., description="List of technical and soft skills possessed by the candidate")
+    years_of_experience: float = Field(..., description="Total years of professional experience")
+    education: str = Field(..., description="Educational background including degrees and institutions")
+    previous_roles: str = Field(..., description="List of previous job titles and companies")
+    key_achievements: str | None = Field(default=None, description="Notable accomplishments and contributions from past positions")
diff --git a/cv_and_offer/cv_job_matching_itvw_question.py b/cv_and_offer/cv_job_matching_itvw_question.py
new file mode 100644
index 0000000..bf53d4a
--- /dev/null
+++ b/cv_and_offer/cv_job_matching_itvw_question.py
@@ -0,0 +1,20 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+
+
+class InterviewQuestion(StructuredContent):
+    """Generated InterviewQuestion class"""
+
+    question_text: str = Field(..., description="The interview question to ask the candidate")
+    purpose: str = Field(..., description="The reason for asking this question and what it aims to assess")
diff --git a/cv_and_offer/cv_job_matching_itvw_sheet.py b/cv_and_offer/cv_job_matching_itvw_sheet.py
new file mode 100644
index 0000000..d9912d9
--- /dev/null
+++ b/cv_and_offer/cv_job_matching_itvw_sheet.py
@@ -0,0 +1,26 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+from tests.e2e.pipelex.pipes.pipe_operators.pipe_compose.cv_job_matching_itvw_question import InterviewQuestion
+
+
+class InterviewSheet(StructuredContent):
+    """Generated InterviewSheet class"""
+
+    overall_match_score: float = Field(..., description="Percentage or rating indicating overall fit between candidate and position")
+    matching_skills: str = Field(..., description="Skills the candidate has that match the job requirements")
+    missing_skills: str = Field(..., description="Required skills the candidate appears to lack")
+    experience_alignment: str = Field(..., description="Assessment of how the candidate's experience level matches expectations")
+    areas_of_concern: str = Field(..., description="Potential red flags or weaknesses identified")
+    areas_to_explore: str = Field(..., description="Topics that warrant further investigation during interview")
+    questions: list[InterviewQuestion] = Field(..., description="List of interview questions with their purposes")
diff --git a/cv_and_offer/cv_job_matching_job_requirements.py b/cv_and_offer/cv_job_matching_job_requirements.py
new file mode 100644
index 0000000..b4bcbf3
--- /dev/null
+++ b/cv_and_offer/cv_job_matching_job_requirements.py
@@ -0,0 +1,23 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+
+
+class JobRequirements(StructuredContent):
+    """Generated JobRequirements class"""
+
+    required_skills: str = Field(..., description="Skills that are mandatory for the position")
+    preferred_skills: str | None = Field(default=None, description="Skills that are desirable but not mandatory")
+    responsibilities: str = Field(..., description="Main duties and tasks of the role")
+    qualifications: str | None = Field(default=None, description="Required educational or professional qualifications")
+    experience_level: str = Field(..., description="Expected level of experience for the role")
diff --git a/cv_and_offer/cv_job_matching_match_analysis.py b/cv_and_offer/cv_job_matching_match_analysis.py
new file mode 100644
index 0000000..2870d5b
--- /dev/null
+++ b/cv_and_offer/cv_job_matching_match_analysis.py
@@ -0,0 +1,24 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+
+
+class MatchAnalysis(StructuredContent):
+    """Generated MatchAnalysis class"""
+
+    overall_match_score: float = Field(..., description="Percentage or rating indicating overall fit between candidate and position")
+    matching_skills: str = Field(..., description="Skills the candidate has that match the job requirements")
+    missing_skills: str | None = Field(default=None, description="Required skills the candidate appears to lack")
+    experience_alignment: str = Field(..., description="Assessment of how the candidate's experience level matches expectations")
+    areas_of_concern: str | None = Field(default=None, description="Potential red flags or weaknesses identified")
+    areas_to_explore: str = Field(..., description="Topics that warrant further investigation during interview")
diff --git a/cv_and_offer/graphspec.json b/cv_and_offer/graphspec.json
new file mode 100644
index 0000000..66ebbad
--- /dev/null
+++ b/cv_and_offer/graphspec.json
@@ -0,0 +1,954 @@
+{
+  "graph_id": "8c69028d-d006-4766-a68e-e58324a16d41",
+  "created_at": "2026-01-09T15:22:29.379107Z",
+  "pipeline_ref": {
+    "domain": "cv_and_offer",
+    "main_pipe": "cv_job_match",
+    "entrypoint": null
+  },
+  "nodes": [
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:node_0",
+      "kind": "controller",
+      "pipe_code": "cv_job_match",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:29.385329Z",
+        "ended_at": "2026-01-09T15:22:54.753515Z",
+        "duration_ms": 25368
+      },
+      "io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "PDF",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "ddozj",
+            "data": {
+              "url": "data/CVx5/CV-01.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "job_offer_pdf",
+            "concept": "PDF",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "QzpHH",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_sheet",
+            "concept": "InterviewSheet",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "nbqHw",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.",
+              "questions": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": " Attribute            ┃ Value                                                                       \n━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n overall_match_score  │ 10.0                                                                        \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n matching_skills      │ Customer Service, Organizational Skills, Leadership, Sales                  \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n missing_skills       │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      │ to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      │ Track record of building sales teams from early stage through scale, Experti\n                      │ selling and strategic account management, Strong analytical skills with prof\n                      │ analytics tools, History of developing talent - multiple direct reports prom\n                      │ roles, Experience with channel/partner sales models, Passion for coaching an\n                      │ high-performing teams, 12+ years of experience, MBA                         \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n experience_alignment │ The candidate has 8.2 years of experience, which is below the required 12+ y\n                      │ executive-level position.                                                   \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_of_concern     │ The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      │ which are critical for this role.                                           \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_to_explore     │ Discuss the candidate's leadership experience and ability to develop teams, \n                      │ understanding of enterprise sales strategies.                               \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n questions            │   1   │  Attribute     ┃ Value                                              \n                      │       │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n                      │       │  question_text │ Can you describe your experience in leading and dev\n                      │       │                │ strategies have you implemented to ensure their suc\n                      │       │ ───────────────┼────────────────────────────────────────────────────\n                      │       │  purpose       │ To assess the candidate's leadership experience and\n                      │       │                │ high-performing teams, which is crucial for the rol\n                      │ ──────┼─────────────────────────────────────────────────────────────────────\n                      │   2   │  Attribute     ┃ Value                                              \n                      │       │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n                      │       │  question_text │ What approaches have you used to engage C-suite exe\n                      │       │                │ Can you provide an example of a successful engageme\n                      │       │ ───────────────┼────────────────────────────────────────────────────\n                      │       │  purpose       │ To evaluate the candidate's executive presence and \n                      │       │                │ with high-level stakeholders, which is essential fo\n                      │ ──────┼─────────────────────────────────────────────────────────────────────\n                      │   3   │  Attribute     ┃ Value                                              \n                      │       │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n                      │       │  question_text │ Given your background in retail sales, how do you p\n                      │       │                │ to selling SaaS solutions to enterprise clients?   \n                      │       │ ───────────────┼────────────────────────────────────────────────────\n                      │       │  purpose       │ To explore the candidate's understanding of SaaS sa\n                      │       │                │ their skills to meet the requirements of the role. \n                      │ ──────┼─────────────────────────────────────────────────────────────────────\n                      │   4   │  Attribute     ┃ Value                                              \n                      │       │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n                      │       │  question_text │ Can you discuss a time when you had to analyze sale\n                      │       │                │ decisions? What tools did you use, and what was the\n                      │       │ ───────────────┼────────────────────────────────────────────────────\n                      │       │  purpose       │ To assess the candidate's analytical skills and fam\n                      │       │                │ tools, which are important for driving operational \n                      │ ──────┼─────────────────────────────────────────────────────────────────────\n                      │   5   │  Attribute     ┃ Value                                              \n                      │       │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n                      │       │  question_text │ What is your philosophy on coaching and developing \n                      │       │                │ you share a specific instance where you successfull\n                      │       │                │ leadership role?                                   \n                      │       │ ───────────────┼────────────────────────────────────────────────────\n                      │       │  purpose       │ To investigate the candidate's passion for talent d\n                      │       │                │ fostering leadership within their teams.           \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                                    JOHN DOE                             \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │                                                                                           \n        │                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n· Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>· Premium medical, dental, and vision coverage</td>\n<td>· 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>· Flexible PTO policy</td>\n<td>· $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>· Executive coaching program</td>\n<td>· Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>· 8 paid volunteer days (VTO)</td>\n<td>· Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>· Employee stock purchase plan (15% discount)</td>\n<td>· Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                        Vice President, Enterprise Sales                 \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │ ACME · San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        │                                                                                           \n        │                                                                                           \n        │                                                     About ACME                            \n        │                                                                                           \n        │ ACME is the global leader in CRM, empowering companies to connect with their customers in \n        │ on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        │ with their customers across sales, service, marketing, and more.                          \n        │                                                                                           \n        │                                                                                           \n        │                                                  The Opportunity                          \n        │                                                                                           \n        │ We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        │ drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        │ organization, own significant revenue accountability, and work directly with C-suite execu\n        │ companies.                                                                                \n        │                                                                                           \n        │ As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        │ critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        │ most innovative technology companies.                                                     \n        │                                                                                           \n        │                                                                                           \n        │                                                   What You'll Do                          \n        │                                                                                           \n        │ · Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        │ regions                                                                                   \n        │                                                                                           \n        │ · Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        │                                                                                           \n        │ · Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        │ rates                                                                                     \n        │                                                                                           \n        │ · Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        │ accounts                                                                                  \n        │                                                                                           \n        │ · Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        │ decision making                                                                           \n        │                                                                                           \n        │ · Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        │                                                                                           \n        │ · Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        │ integrated solutions                                                                      \n        │                                                                                           \n        │ · Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        │                                                                                           \n        │                                                                                           \n        │                                                   What You Bring                          \n        │                                                                                           \n        │                                              Required Qualifications                      \n        │                                                                                           \n        │ · 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        │                                                                                           \n        │ · Proven track record of building and scaling enterprise sales teams of 50+ people        \n        │                                                                                           \n        │ · Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        │                                                                                           \n        │ · Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        │                                                                                           \n────────┼───────────────────────────────────────────────────────────────────────────────────────────\n   2    │ · Experience selling SaaS solutions to Fortune 500 enterprises                            \n        │                                                                                           \n        │ · Strong executive presence with ability to engage C-suite buyers                         \n        │                                                                                           \n        │ · Bachelor's degree required; MBA preferred                                               \n        │                                                                                           \n        │                                                What Sets You Apart                        \n        │                                                                                           \n        │ · Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        │                                                                                           \n        │ · Track record of building sales teams from early stage through scale                     \n        │                                                                                           \n        │ · Expertise in account-based selling and strategic account management                     \n        │                                                                                           \n        │ · Strong analytical skills with proficiency in ACME, sales analytics tools                \n        │                                                                                           \n        │ · History of developing talent - multiple direct reports promoted to leadership roles     \n        │                                                                                           \n        │ · Experience with channel/partner sales models                                            \n        │                                                                                           \n        │ · Passion for coaching and developing high-performing teams                               \n        │                                                                                           \n        │                                              Leadership Competencies                      \n        │                                                                                           \n        │ · Strategic thinking and business acumen                                                  \n        │                                                                                           \n        │ · Exceptional communication and executive presence                                        \n        │                                                                                           \n        │ · Data-driven decision making                                                             \n        │                                                                                           \n        │ · Change management and organizational development                                        \n        │                                                                                           \n        │ · Cross-functional collaboration                                                          \n        │                                                                                           \n        │ · Diversity, equity, and inclusion advocacy                                               \n        │                                                                                           \n        │                                              Compensation & Benefits                      \n        │                                                                                           \n        │                                        Total Target Compensation: $975,000                \n        │                                                                                           \n        │ · Base Salary: $325,000                                                                   \n        │                                                                                           \n        │ · Variable Compensation: $650,000 (at 100% quota attainment)                              \n        │                                                                                           \n        │ · Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        │                                                                                           \n        │ · Sign-on Bonus: $100,000                                                                 \n        │                                                                                           \n        │                                           Comprehensive Benefits Package                  \n        │                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n· Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;· Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;· 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;· $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Executive coaching program&lt;/td&gt;\n&lt;td&gt;· Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;· Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;· Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n· Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>· Premium medical, dental, and vision coverage</td>\n<td>· 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>· Flexible PTO policy</td>\n<td>· $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>· Executive coaching program</td>\n<td>· Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>· 8 paid volunteer days (VTO)</td>\n<td>· Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>· Employee stock purchase plan (15% discount)</td>\n<td>· Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                        Vice President, Enterprise Sales                 \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │ ACME · San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        │                                                                                           \n        │                                                                                           \n        │                                                     About ACME                            \n        │                                                                                           \n        │ ACME is the global leader in CRM, empowering companies to connect with their customers in \n        │ on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        │ with their customers across sales, service, marketing, and more.                          \n        │                                                                                           \n        │                                                                                           \n        │                                                  The Opportunity                          \n        │                                                                                           \n        │ We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        │ drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        │ organization, own significant revenue accountability, and work directly with C-suite execu\n        │ companies.                                                                                \n        │                                                                                           \n        │ As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        │ critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        │ most innovative technology companies.                                                     \n        │                                                                                           \n        │                                                                                           \n        │                                                   What You'll Do                          \n        │                                                                                           \n        │ · Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        │ regions                                                                                   \n        │                                                                                           \n        │ · Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        │                                                                                           \n        │ · Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        │ rates                                                                                     \n        │                                                                                           \n        │ · Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        │ accounts                                                                                  \n        │                                                                                           \n        │ · Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        │ decision making                                                                           \n        │                                                                                           \n        │ · Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        │                                                                                           \n        │ · Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        │ integrated solutions                                                                      \n        │                                                                                           \n        │ · Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        │                                                                                           \n        │                                                                                           \n        │                                                   What You Bring                          \n        │                                                                                           \n        │                                              Required Qualifications                      \n        │                                                                                           \n        │ · 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        │                                                                                           \n        │ · Proven track record of building and scaling enterprise sales teams of 50+ people        \n        │                                                                                           \n        │ · Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        │                                                                                           \n        │ · Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        │                                                                                           \n────────┼───────────────────────────────────────────────────────────────────────────────────────────\n   2    │ · Experience selling SaaS solutions to Fortune 500 enterprises                            \n        │                                                                                           \n        │ · Strong executive presence with ability to engage C-suite buyers                         \n        │                                                                                           \n        │ · Bachelor's degree required; MBA preferred                                               \n        │                                                                                           \n        │                                                What Sets You Apart                        \n        │                                                                                           \n        │ · Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        │                                                                                           \n        │ · Track record of building sales teams from early stage through scale                     \n        │                                                                                           \n        │ · Expertise in account-based selling and strategic account management                     \n        │                                                                                           \n        │ · Strong analytical skills with proficiency in ACME, sales analytics tools                \n        │                                                                                           \n        │ · History of developing talent - multiple direct reports promoted to leadership roles     \n        │                                                                                           \n        │ · Experience with channel/partner sales models                                            \n        │                                                                                           \n        │ · Passion for coaching and developing high-performing teams                               \n        │                                                                                           \n        │                                              Leadership Competencies                      \n        │                                                                                           \n        │ · Strategic thinking and business acumen                                                  \n        │                                                                                           \n        │ · Exceptional communication and executive presence                                        \n        │                                                                                           \n        │ · Data-driven decision making                                                             \n        │                                                                                           \n        │ · Change management and organizational development                                        \n        │                                                                                           \n        │ · Cross-functional collaboration                                                          \n        │                                                                                           \n        │ · Diversity, equity, and inclusion advocacy                                               \n        │                                                                                           \n        │                                              Compensation & Benefits                      \n        │                                                                                           \n        │                                        Total Target Compensation: $975,000                \n        │                                                                                           \n        │ · Base Salary: $325,000                                                                   \n        │                                                                                           \n        │ · Variable Compensation: $650,000 (at 100% quota attainment)                              \n        │                                                                                           \n        │ · Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        │                                                                                           \n        │ · Sign-on Bonus: $100,000                                                                 \n        │                                                                                           \n        │                                           Comprehensive Benefits Package                  \n        │                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n· Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;· Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;· 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;· $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Executive coaching program&lt;/td&gt;\n&lt;td&gt;· Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;· Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;· Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                                    JOHN DOE                             \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │                                                                                           \n        │                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n· Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>· Premium medical, dental, and vision coverage</td>\n<td>· 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>· Flexible PTO policy</td>\n<td>· $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>· Executive coaching program</td>\n<td>· Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>· 8 paid volunteer days (VTO)</td>\n<td>· Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>· Employee stock purchase plan (15% discount)</td>\n<td>· Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                        Vice President, Enterprise Sales                 \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │ ACME · San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        │                                                                                           \n        │                                                                                           \n        │                                                     About ACME                            \n        │                                                                                           \n        │ ACME is the global leader in CRM, empowering companies to connect with their customers in \n        │ on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        │ with their customers across sales, service, marketing, and more.                          \n        │                                                                                           \n        │                                                                                           \n        │                                                  The Opportunity                          \n        │                                                                                           \n        │ We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        │ drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        │ organization, own significant revenue accountability, and work directly with C-suite execu\n        │ companies.                                                                                \n        │                                                                                           \n        │ As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        │ critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        │ most innovative technology companies.                                                     \n        │                                                                                           \n        │                                                                                           \n        │                                                   What You'll Do                          \n        │                                                                                           \n        │ · Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        │ regions                                                                                   \n        │                                                                                           \n        │ · Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        │                                                                                           \n        │ · Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        │ rates                                                                                     \n        │                                                                                           \n        │ · Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        │ accounts                                                                                  \n        │                                                                                           \n        │ · Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        │ decision making                                                                           \n        │                                                                                           \n        │ · Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        │                                                                                           \n        │ · Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        │ integrated solutions                                                                      \n        │                                                                                           \n        │ · Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        │                                                                                           \n        │                                                                                           \n        │                                                   What You Bring                          \n        │                                                                                           \n        │                                              Required Qualifications                      \n        │                                                                                           \n        │ · 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        │                                                                                           \n        │ · Proven track record of building and scaling enterprise sales teams of 50+ people        \n        │                                                                                           \n        │ · Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        │                                                                                           \n        │ · Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        │                                                                                           \n────────┼───────────────────────────────────────────────────────────────────────────────────────────\n   2    │ · Experience selling SaaS solutions to Fortune 500 enterprises                            \n        │                                                                                           \n        │ · Strong executive presence with ability to engage C-suite buyers                         \n        │                                                                                           \n        │ · Bachelor's degree required; MBA preferred                                               \n        │                                                                                           \n        │                                                What Sets You Apart                        \n        │                                                                                           \n        │ · Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        │                                                                                           \n        │ · Track record of building sales teams from early stage through scale                     \n        │                                                                                           \n        │ · Expertise in account-based selling and strategic account management                     \n        │                                                                                           \n        │ · Strong analytical skills with proficiency in ACME, sales analytics tools                \n        │                                                                                           \n        │ · History of developing talent - multiple direct reports promoted to leadership roles     \n        │                                                                                           \n        │ · Experience with channel/partner sales models                                            \n        │                                                                                           \n        │ · Passion for coaching and developing high-performing teams                               \n        │                                                                                           \n        │                                              Leadership Competencies                      \n        │                                                                                           \n        │ · Strategic thinking and business acumen                                                  \n        │                                                                                           \n        │ · Exceptional communication and executive presence                                        \n        │                                                                                           \n        │ · Data-driven decision making                                                             \n        │                                                                                           \n        │ · Change management and organizational development                                        \n        │                                                                                           \n        │ · Cross-functional collaboration                                                          \n        │                                                                                           \n        │ · Diversity, equity, and inclusion advocacy                                               \n        │                                                                                           \n        │                                              Compensation & Benefits                      \n        │                                                                                           \n        │                                        Total Target Compensation: $975,000                \n        │                                                                                           \n        │ · Base Salary: $325,000                                                                   \n        │                                                                                           \n        │ · Variable Compensation: $650,000 (at 100% quota attainment)                              \n        │                                                                                           \n        │ · Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        │                                                                                           \n        │ · Sign-on Bonus: $100,000                                                                 \n        │                                                                                           \n        │                                           Comprehensive Benefits Package                  \n        │                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n· Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;· Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;· 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;· $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Executive coaching program&lt;/td&gt;\n&lt;td&gt;· Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;· Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;· Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  │ engage C-suite buyers                                                           \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n preferred_skills │ Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  │ teams from early stage through scale, Expertise in account-based selling and str\n                  │ management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  │ developing talent - multiple direct reports promoted to leadership roles, Experi\n                  │ channel/partner sales models, Passion for coaching and developing high-performin\n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  │ ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  │ growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  │ through accurate forecasting and process optimization, Coach, mentor, and develo\n                  │ sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  │ methodologies and tools                                                         \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of experience, Bachelor's degree required; MBA preferred              \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n experience_level │ Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
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+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
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+            },
+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  │ engage C-suite buyers                                                           \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n preferred_skills │ Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  │ teams from early stage through scale, Expertise in account-based selling and str\n                  │ management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  │ developing talent - multiple direct reports promoted to leadership roles, Experi\n                  │ channel/partner sales models, Passion for coaching and developing high-performin\n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  │ ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  │ growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  │ through accurate forecasting and process optimization, Coach, mentor, and develo\n                  │ sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  │ methodologies and tools                                                         \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of experience, Bachelor's degree required; MBA preferred              \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n experience_level │ Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            ┃ Value                                                                       \n━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n overall_match_score  │ 10.0                                                                        \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n matching_skills      │ Customer Service, Organizational Skills, Leadership, Sales                  \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n missing_skills       │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      │ to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      │ Track record of building sales teams from early stage through scale, Experti\n                      │ selling and strategic account management, Strong analytical skills with prof\n                      │ analytics tools, History of developing talent - multiple direct reports prom\n                      │ roles, Experience with channel/partner sales models, Passion for coaching an\n                      │ high-performing teams, 12+ years of experience, MBA                         \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n experience_alignment │ The candidate has 8.2 years of experience, which is below the required 12+ y\n                      │ executive-level position.                                                   \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_of_concern     │ The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      │ which are critical for this role.                                           \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_to_explore     │ Discuss the candidate's leadership experience and ability to develop teams, \n                      │ understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "kind": "operator",
+      "pipe_code": "generate_interview_questions",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:49.712219Z",
+        "ended_at": "2026-01-09T15:22:54.670016Z",
+        "duration_ms": 4957
+      },
+      "io": {
+        "inputs": [
+          {
+            "name": "cv_analysis",
+            "concept": "CVAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "goCJ7",
+            "data": {
+              "skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control",
+              "years_of_experience": 8.2,
+              "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design",
+              "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation",
+              "key_achievements": "Received employee of the month award twice at Planet Beach"
+            },
+            "data_text": " Attribute           ┃ Value                                                                        \n━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n skills              │ Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     │ Inventory Control                                                            \n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n years_of_experience │ 8.2                                                                          \n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n education           │ Bachelor of Science in Graphic Design, University of Minnesota, College of De\n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n previous_roles      │ Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     │ Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n key_achievements    │ Received employee of the month award twice at Planet Beach                   \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "4eNhA",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
+            },
+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  │ engage C-suite buyers                                                           \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n preferred_skills │ Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  │ teams from early stage through scale, Expertise in account-based selling and str\n                  │ management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  │ developing talent - multiple direct reports promoted to leadership roles, Experi\n                  │ channel/partner sales models, Passion for coaching and developing high-performin\n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  │ ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  │ growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  │ through accurate forecasting and process optimization, Coach, mentor, and develo\n                  │ sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  │ methodologies and tools                                                         \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of experience, Bachelor's degree required; MBA preferred              \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n experience_level │ Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            ┃ Value                                                                       \n━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n overall_match_score  │ 10.0                                                                        \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n matching_skills      │ Customer Service, Organizational Skills, Leadership, Sales                  \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n missing_skills       │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      │ to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      │ Track record of building sales teams from early stage through scale, Experti\n                      │ selling and strategic account management, Strong analytical skills with prof\n                      │ analytics tools, History of developing talent - multiple direct reports prom\n                      │ roles, Experience with channel/partner sales models, Passion for coaching an\n                      │ high-performing teams, 12+ years of experience, MBA                         \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n experience_alignment │ The candidate has 8.2 years of experience, which is below the required 12+ y\n                      │ executive-level position.                                                   \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_of_concern     │ The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      │ which are critical for this role.                                           \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_to_explore     │ Discuss the candidate's leadership experience and ability to develop teams, \n                      │ understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_questions",
+            "concept": "InterviewQuestion",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "jPjA4",
+            "data": {
+              "items": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": "    1    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Can you describe your experience in leading and developing sales teams? \n         │                │ you implemented to ensure their success?                                \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To assess the candidate's leadership experience and ability to develop h\n         │                │ which is crucial for the role.                                          \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    2    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ What approaches have you used to engage C-suite executives in your previ\n         │                │ provide an example of a successful engagement?                          \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To evaluate the candidate's executive presence and ability to build rela\n         │                │ high-level stakeholders, which is essential for the position.           \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    3    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Given your background in retail sales, how do you plan to transition you\n         │                │ SaaS solutions to enterprise clients?                                   \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To explore the candidate's understanding of SaaS sales and their ability\n         │                │ to meet the requirements of the role.                                   \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    4    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Can you discuss a time when you had to analyze sales data to make strate\n         │                │ tools did you use, and what was the outcome?                            \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To assess the candidate's analytical skills and familiarity with sales a\n         │                │ are important for driving operational rigor.                            \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    5    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ What is your philosophy on coaching and developing talent within a sales\n         │                │ specific instance where you successfully promoted someone to a leadershi\n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To investigate the candidate's passion for talent development and their \n         │                │ leadership within their teams.                                          \n",
+            "data_html": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:node_9",
+      "kind": "operator",
+      "pipe_code": "compose_interview_sheet",
+      "pipe_type": "PipeCompose",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:54.671388Z",
+        "ended_at": "2026-01-09T15:22:54.742871Z",
+        "duration_ms": 71
+      },
+      "io": {
+        "inputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            ┃ Value                                                                       \n━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n overall_match_score  │ 10.0                                                                        \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n matching_skills      │ Customer Service, Organizational Skills, Leadership, Sales                  \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n missing_skills       │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      │ to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      │ Track record of building sales teams from early stage through scale, Experti\n                      │ selling and strategic account management, Strong analytical skills with prof\n                      │ analytics tools, History of developing talent - multiple direct reports prom\n                      │ roles, Experience with channel/partner sales models, Passion for coaching an\n                      │ high-performing teams, 12+ years of experience, MBA                         \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n experience_alignment │ The candidate has 8.2 years of experience, which is below the required 12+ y\n                      │ executive-level position.                                                   \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_of_concern     │ The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      │ which are critical for this role.                                           \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_to_explore     │ Discuss the candidate's leadership experience and ability to develop teams, \n                      │ understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "interview_questions",
+            "concept": "InterviewQuestion",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "jPjA4",
+            "data": {
+              "items": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": "    1    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Can you describe your experience in leading and developing sales teams? \n         │                │ you implemented to ensure their success?                                \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To assess the candidate's leadership experience and ability to develop h\n         │                │ which is crucial for the role.                                          \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    2    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ What approaches have you used to engage C-suite executives in your previ\n         │                │ provide an example of a successful engagement?                          \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To evaluate the candidate's executive presence and ability to build rela\n         │                │ high-level stakeholders, which is essential for the position.           \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    3    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Given your background in retail sales, how do you plan to transition you\n         │                │ SaaS solutions to enterprise clients?                                   \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To explore the candidate's understanding of SaaS sales and their ability\n         │                │ to meet the requirements of the role.                                   \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    4    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Can you discuss a time when you had to analyze sales data to make strate\n         │                │ tools did you use, and what was the outcome?                            \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To assess the candidate's analytical skills and familiarity with sales a\n         │                │ are important for driving operational rigor.                            \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    5    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ What is your philosophy on coaching and developing talent within a sales\n         │                │ specific instance where you successfully promoted someone to a leadershi\n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To investigate the candidate's passion for talent development and their \n         │                │ leadership within their teams.                                          \n",
+            "data_html": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_sheet",
+            "concept": "InterviewSheet",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "nbqHw",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.",
+              "questions": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
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diff --git a/cv_and_offer/inputs.json b/cv_and_offer/inputs.json
new file mode 100644
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--- /dev/null
+++ b/cv_and_offer/inputs.json
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+    }
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+}
\ No newline at end of file
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+    white-space: pre-wrap;
+    word-wrap: break-word;
+    line-height: 1.5;
+}
+.data-modal-content.text-content {
+    line-height: 1;
+    white-space: pre;
+    word-wrap: normal;
+    overflow-x: auto;
+    padding-right: 20px;
+}
+.data-modal-content.html-content {
+    font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+    background: #1e1e1e;
+    color: #d4d4d4;
+    padding: 12px;
+    border-radius: 4px;
+}
+.data-modal-content.html-content table {
+    border-collapse: collapse;
+    width: 100%;
+}
+.data-modal-content.html-content th,
+.data-modal-content.html-content td {
+    border: 1px solid #444;
+    padding: 8px 12px;
+    text-align: left;
+}
+.data-modal-content.html-content th {
+    background: #252a30;
+    color: #e0e0e0;
+    font-weight: 600;
+}
+.data-modal-content.html-content tr:hover {
+    background: #2a2530;
+}
+.data-modal-overlay {
+    position: fixed;
+    top: 0;
+    left: 0;
+    width: 100%;
+    height: 100%;
+    background: rgba(0, 0, 0, 0.5);
+    z-index: 999;
+    display: none;
+}
+.clickable-stuff {
+    cursor: pointer !important;
+}
+.clickable-stuff:hover {
+    filter: brightness(1.1);
+}
+.data-modal-content.pdf-content {
+    min-height: 500px;
+}
+.data-modal-content.pdf-content iframe {
+    width: 100%;
+    height: 100%;
+    border: none;
+    min-height: 500px;
+}
+.data-modal-content.image-content {
+    display: flex;
+    justify-content: center;
+    align-items: center;
+    min-height: 300px;
+}
+.data-modal-content.image-content img {
+    max-width: 100%;
+    max-height: 70vh;
+    object-fit: contain;
+}
+    </style>
+</head>
+<body>
+<div class="header">
+    <h1>Pipeline: Cv Job Match</h1>
+    <div class="theme-selector">
+        <label for="theme-select">Theme:</label>
+        <select id="theme-select">
+            <option value="default">Default</option>
+            <option value="dark">Dark</option>
+            <option value="forest">Forest</option>
+            <option value="neutral">Neutral</option>
+            <option value="base">Base</option>
+        </select>
+    </div>
+</div>
+<div class="mermaid-container">
+    <div class="mermaid" id="mermaid-diagram"></div>
+</div>
+<p class="hint">Click on data nodes (rounded pills) to view their full content</p>
+<div class="data-modal-overlay" id="modal-overlay"></div>
+<div class="data-modal" id="data-modal">
+    <div class="data-modal-header">
+        <span class="data-modal-title" id="modal-title">Data Content</span>
+        <span class="data-modal-close" onclick="hideModal()">&times;</span>
+    </div>
+    <div class="format-toolbar">
+        <div class="format-tabs" id="format-tabs">
+            <button class="format-tab active" data-format="html" id="tab-html">HTML</button>
+            <button class="format-tab" data-format="json" id="tab-json">JSON</button>
+            <button class="format-tab" data-format="text" id="tab-text">Pretty</button>
+        </div>
+        <div class="format-actions">
+            <button class="action-btn" id="open-external-btn" onclick="openExternal()" title="Open in new window" style="display: none;">
+                <svg viewBox="0 0 24 24"><path d="M19 19H5V5h7V3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"/></svg>
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+            <button class="action-btn" id="copy-btn" onclick="copyContent()" title="Copy">
+                <svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z
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+                    m0 16H8V7h11v14z"/></svg>
+            </button>
+            <button class="action-btn" id="download-btn" onclick="downloadContent()" title="Download">
+                <svg viewBox="0 0 24 24">
+                    <path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>
+                </svg>
+            </button>
+        </div>
+    </div>
+    <div class="data-modal-content" id="modal-content"></div>
+</div>
+
+    <script>
+// Embedded stuff data from graph (all formats)
+const stuffDataJson = {"s_35a3b4b37e": {"overall_match_score": 10.0, "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales", "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA", "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.", "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.", "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.", "questions": [{"question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?", "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."}, {"question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?", "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."}, {"question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?", "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."}, {"question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?", "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."}, {"question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?", "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."}]}, "s_7f2e386dfb": {"url": "data/CVx5/CV-01.pdf"}, "s_85346f6ca9": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_d282fc7b51": {"items": [{"text_and_images": {"text": {"text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"}, "images": []}, "page_view": null}]}, "s_09958cc830": {"items": [{"text_and_images": {"text": {"text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"}, "images": []}, "page_view": null}]}, "s_5f1107a2c5": {"skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control", "years_of_experience": 8.2, "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design", "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation", "key_achievements": "Received employee of the month award twice at Planet Beach"}, "s_7d1841499d": {"required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers", "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams", "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools", "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred", "experience_level": "Executive Level"}, "s_bdd2d8f94a": {"overall_match_score": 10.0, "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales", "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA", "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.", "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.", "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."}, "s_a809a9f552": {"items": [{"question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?", "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."}, {"question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?", "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."}, {"question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?", "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."}, {"question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?", "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."}, {"question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?", "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."}]}};
+const stuffDataText = {"s_35a3b4b37e": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Given your background in retail sales, how do you p\n                      \u2502       \u2502                \u2502 to selling SaaS solutions to enterprise clients?   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sa\n                      \u2502       \u2502                \u2502 their skills to meet the requirements of the role. \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   4   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you discuss a time when you had to analyze sale\n                      \u2502       \u2502                \u2502 decisions? What tools did you use, and what was the\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's analytical skills and fam\n                      \u2502       \u2502                \u2502 tools, which are important for driving operational \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   5   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What is your philosophy on coaching and developing \n                      \u2502       \u2502                \u2502 you share a specific instance where you successfull\n                      \u2502       \u2502                \u2502 leadership role?                                   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To investigate the candidate's passion for talent d\n                      \u2502       \u2502                \u2502 fostering leadership within their teams.           \n", "s_7f2e386dfb": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_85346f6ca9": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_d282fc7b51": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_09958cc830": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n", "s_5f1107a2c5": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n", "s_7d1841499d": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n", "s_bdd2d8f94a": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n", "s_a809a9f552": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n"};
+const stuffDataHtml = {"s_35a3b4b37e": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>", "s_7f2e386dfb": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_85346f6ca9": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_d282fc7b51": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_09958cc830": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_5f1107a2c5": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>", "s_7d1841499d": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>", "s_bdd2d8f94a": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>", "s_a809a9f552": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>"};
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+        const format = tab.dataset.format;
+        setFormat(format);
+    });
+});
+
+function setFormat(format) {
+    currentFormat = format;
+    // Update tab styling
+    document.querySelectorAll('.format-tab').forEach(t => t.classList.remove('active'));
+    document.getElementById(`tab-${format}`).classList.add('active');
+    // Re-render content if modal is open
+    if (currentStuffId) {
+        renderContent(currentStuffId, format);
+    }
+}
+
+function renderContent(stuffId, format) {
+    const content = document.getElementById('modal-content');
+    content.classList.remove('html-content', 'text-content', 'pdf-content', 'image-content');
+
+    // Handle PDF content type with iframe viewer
+    const contentType = stuffContentType?.[stuffId];
+    const jsonData = stuffDataJson?.[stuffId];
+
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            content.classList.add('pdf-content');
+            content.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none; min-height:500px;';
+            content.appendChild(iframe);
+            updateOpenExternalButton(stuffId, contentType, jsonData);
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            content.classList.add('image-content');
+            content.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            content.appendChild(img);
+            updateOpenExternalButton(stuffId, contentType, jsonData);
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        const data = stuffDataJson?.[stuffId];
+        content.innerHTML = '';
+        content.textContent = data ? JSON.stringify(data, null, 2) : 'No JSON data available';
+    } else if (format === 'text') {
+        const data = stuffDataText?.[stuffId];
+        content.classList.add('text-content');
+        content.innerHTML = '';
+        content.textContent = data || 'No text data available';
+    } else if (format === 'html') {
+        const data = stuffDataHtml?.[stuffId];
+        if (data) {
+            content.classList.add('html-content');
+            content.innerHTML = DOMPurify.sanitize(data);
+            makeLinksOpenInNewWindow(content);
+        } else {
+            content.innerHTML = '';
+            content.textContent = 'No HTML data available';
+        }
+    }
+
+    updateOpenExternalButton(stuffId, contentType, jsonData);
+}
+
+// Update visibility of the "open in new window" button (PDF only)
+function updateOpenExternalButton(stuffId, contentType, jsonData) {
+    const openExternalBtn = document.getElementById('open-external-btn');
+    if (!openExternalBtn) return;
+
+    const url = extractUrl(jsonData);
+    // Only show for PDFs (images are handled by the download button)
+    const shouldShow = contentType === 'application/pdf' && !!url;
+    openExternalBtn.style.display = shouldShow ? '' : 'none';
+}
+
+function updateTabAvailability(stuffId) {
+    const jsonTab = document.getElementById('tab-json');
+    const textTab = document.getElementById('tab-text');
+    const htmlTab = document.getElementById('tab-html');
+
+    jsonTab.disabled = !stuffDataJson?.[stuffId];
+    textTab.disabled = !stuffDataText?.[stuffId];
+
+    // For PDF and image content types, the tab can render from JSON data via extractUrl()
+    const contentType = stuffContentType?.[stuffId];
+    const jsonData = stuffDataJson?.[stuffId];
+    const canRenderFromJson = (contentType === 'application/pdf' || contentType?.startsWith('image/')) && extractUrl(jsonData);
+    htmlTab.disabled = !stuffDataHtml?.[stuffId] && !canRenderFromJson;
+
+    // Update HTML tab label based on content type
+    if (contentType === 'application/pdf') {
+        htmlTab.textContent = 'PDF';
+    } else if (contentType?.startsWith('image/')) {
+        htmlTab.textContent = 'Image';
+    } else {
+        htmlTab.textContent = 'HTML';
+    }
+
+    // Find first available format (HTML -> JSON -> Pretty)
+    if (!htmlTab.disabled) return 'html';
+    if (!jsonTab.disabled) return 'json';
+    if (!textTab.disabled) return 'text';
+    return 'html';
+}
+
+function showModal(stuffId) {
+    currentStuffId = stuffId;
+    const modal = document.getElementById('data-modal');
+    const overlay = document.getElementById('modal-overlay');
+    const title = document.getElementById('modal-title');
+
+    // Build title from metadata (name + concept as primary, ID as secondary)
+    const meta = stuffMetadata?.[stuffId];
+    if (meta && (meta.name || meta.concept)) {
+        const primaryParts = [];
+        if (meta.name) primaryParts.push(escapeHtml(meta.name));
+        if (meta.concept) primaryParts.push(`(${escapeHtml(meta.concept)})`);
+        const primary = `<span class="data-modal-title-primary">${primaryParts.join(' ')}</span>`;
+        const secondary = `<span class="data-modal-title-secondary">${escapeHtml(stuffId)}</span>`;
+        title.innerHTML = primary + secondary;
+    } else {
+        title.innerHTML = `<span class="data-modal-title-primary">${escapeHtml(stuffId)}</span>`;
+    }
+
+    // Update tab availability and select best format
+    const availableFormat = updateTabAvailability(stuffId);
+
+    // If current format is not available, switch to available one
+    const currentTab = document.getElementById(`tab-${currentFormat}`);
+    if (currentTab.disabled) {
+        setFormat(availableFormat);
+    } else {
+        renderContent(stuffId, currentFormat);
+    }
+
+    modal.style.display = 'block';
+    overlay.style.display = 'block';
+}
+
+function hideModal() {
+    document.getElementById('data-modal').style.display = 'none';
+    document.getElementById('modal-overlay').style.display = 'none';
+    currentStuffId = null;
+}
+
+// Get current content based on format
+function getCurrentContent() {
+    if (!currentStuffId) return null;
+
+    if (currentFormat === 'json') {
+        const data = stuffDataJson?.[currentStuffId];
+        if (!data) return null;
+        return { content: JSON.stringify(data, null, 2), ext: 'json', mime: 'application/json' };
+    } else if (currentFormat === 'text') {
+        const data = stuffDataText?.[currentStuffId];
+        if (!data) return null;
+        return { content: data, ext: 'txt', mime: 'text/plain' };
+    } else if (currentFormat === 'html') {
+        const data = stuffDataHtml?.[currentStuffId];
+        if (!data) return null;
+        return { content: data, ext: 'html', mime: 'text/html' };
+    }
+    return null;
+}
+
+// Copy content to clipboard
+function copyContent() {
+    const data = getCurrentContent();
+    if (!data) return;
+
+    navigator.clipboard.writeText(data.content).then(() => {
+        const btn = document.getElementById('copy-btn');
+        const checkIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+        const copyIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+            'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+            'm0 16H8V7h11v14z"/></svg>';
+        btn.innerHTML = checkIcon;
+        btn.classList.add('copied');
+        setTimeout(() => {
+            btn.innerHTML = copyIcon;
+            btn.classList.remove('copied');
+        }, 1500);
+    });
+}
+
+// Download content as file
+function downloadContent() {
+    if (!currentStuffId) return;
+
+    // Get name from metadata or use ID
+    const meta = stuffMetadata?.[currentStuffId];
+    const baseName = meta?.name || currentStuffId || 'data';
+    const contentType = stuffContentType?.[currentStuffId];
+    const jsonData = stuffDataJson?.[currentStuffId];
+
+    // For images, download the actual image file directly
+    if (contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            const ext = contentType.split('/')[1] || 'png';
+            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${ext}`;
+            const link = document.createElement('a');
+            link.href = imageUrl;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            return;
+        }
+    }
+
+    // For PDFs, download the actual PDF file directly
+    // Must fetch and create blob to work around cross-origin download restrictions
+    if (contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.pdf`;
+            fetch(pdfUrl)
+                .then(response => response.blob())
+                .then(blob => {
+                    const url = URL.createObjectURL(blob);
+                    const link = document.createElement('a');
+                    link.href = url;
+                    link.download = filename;
+                    document.body.appendChild(link);
+                    link.click();
+                    document.body.removeChild(link);
+                    URL.revokeObjectURL(url);
+                })
+                .catch(err => {
+                    console.error('Failed to download PDF:', err);
+                    window.open(pdfUrl, '_blank');
+                });
+            return;
+        }
+    }
+
+    const data = getCurrentContent();
+    if (!data) return;
+
+    const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
+    const blob = new Blob([data.content], { type: data.mime });
+    const url = URL.createObjectURL(blob);
+    const link = document.createElement('a');
+    link.href = url;
+    link.download = filename;
+    document.body.appendChild(link);
+    link.click();
+    document.body.removeChild(link);
+    URL.revokeObjectURL(url);
+}
+
+// Close modal when clicking overlay
+document.getElementById('modal-overlay').addEventListener('click', hideModal);
+
+// Close modal with Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') hideModal();
+});
+
+// Open external URL for PDF content
+function openExternal() {
+    if (!currentStuffId) return;
+    const contentType = stuffContentType?.[currentStuffId];
+    const jsonData = stuffDataJson?.[currentStuffId];
+
+    if (contentType === 'application/pdf') {
+        const url = extractUrl(jsonData);
+        if (url) {
+            window.open(url, '_blank', 'noopener,noreferrer');
+        }
+    }
+}
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/cv_and_offer/reactflow.html b/cv_and_offer/reactflow.html
new file mode 100644
index 0000000..dc772d5
--- /dev/null
+++ b/cv_and_offer/reactflow.html
@@ -0,0 +1,3924 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Pipeline: Cv Job Match</title>
+<!-- React and ReactDOM from CDN -->
+<script crossorigin="anonymous" src="https://unpkg.com/react@18/umd/react.production.min.js" integrity="sha384-DGyLxAyjq0f9SPpVevD6IgztCFlnMF6oW/XQGmfe+IsZ8TqEiDrcHkMLKI6fiB/Z"></script>
+<script crossorigin="anonymous" src="https://unpkg.com/react-dom@18/umd/react-dom.production.min.js" integrity="sha384-gTGxhz21lVGYNMcdJOyq01Edg0jhn/c22nsx0kyqP0TxaV5WVdsSH1fSDUf5YJj1"></script>
+<!-- ReactFlow from CDN (v11 - using reactflow package for UMD support) -->
+<script src="https://unpkg.com/reactflow@11.11.4/dist/umd/index.js" integrity="sha384-lA1w00Vex5qXDv4/xYJO/e8SCjfdlNghbTP+s+2zl37rCEAC7trsSRpYrv/JQy5y" crossorigin="anonymous"></script>
+<link rel="stylesheet" href="https://unpkg.com/reactflow@11.11.4/dist/style.css">
+<!-- Dagre for layout -->
+<script src="https://unpkg.com/dagre@0.8.5/dist/dagre.min.js" integrity="sha384-2IH3T69EIKYC4c+RXZifZRvaH5SRUdacJW7j6HtE5rQbvLhKKdawxq6vpIzJ7j9M" crossorigin="anonymous"></script>
+<!-- DOMPurify for HTML sanitization (XSS prevention) -->
+<script src="https://cdn.jsdelivr.net/npm/dompurify@3.2.4/dist/purify.min.js" integrity="sha384-eEu5CTj3qGvu9PdJuS+YlkNi7d2XxQROAFYOr59zgObtlcux1ae1Il3u7jvdCSWu" crossorigin="anonymous"></script>
+<!-- Google Fonts -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@500&family=Inter:wght@400;600&display=swap" rel="stylesheet">
+    <style>
+/* Dark theme (default) */
+:root, [data-theme="dark"] {
+    --color-bg: #0f172a;
+    --color-surface: #1e293b;
+    --color-surface-hover: #334155;
+    --color-border: #334155;
+    --color-text: #f1f5f9;
+    --color-text-muted: #94a3b8;
+    --color-text-dim: #64748b;
+    --color-accent: #3b82f6;
+    --color-accent-hover: #60a5fa;
+    --color-success: #10b981;
+    --color-success-bg: rgba(16, 185, 129, 0.15);
+    --color-error: #ef4444;
+    --color-error-bg: rgba(239, 68, 68, 0.15);
+    --color-warning: #f59e0b;
+    --color-stuff: #f59e0b;
+    --color-stuff-bg: rgba(245, 158, 11, 0.15);
+    --color-stuff-border: #d97706;
+    --color-stuff-text: #fef3c7;
+    --color-stuff-text-dim: #fcd34d;
+    --color-pipe: #3b82f6;
+    --color-pipe-bg: rgba(59, 130, 246, 0.1);
+    --color-pipe-text: #dbeafe;
+    --color-pipe-failed: #ef4444;
+    --color-pipe-failed-bg: rgba(239, 68, 68, 0.15);
+    --font-sans: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
+    --font-mono: 'JetBrains Mono', 'Monaco', 'Menlo', monospace;
+    --radius-sm: 4px;
+    --radius-md: 8px;
+    --radius-lg: 12px;
+    --radius-pill: 999px;
+    --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.3);
+    --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.4);
+    --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.5);
+}
+/* Light theme */
+[data-theme="light"] {
+    --color-bg: #f8fafc;
+    --color-surface: #ffffff;
+    --color-surface-hover: #f1f5f9;
+    --color-border: #e2e8f0;
+    --color-text: #1e293b;
+    --color-text-muted: #64748b;
+    --color-text-dim: #94a3b8;
+    --color-accent: #3b82f6;
+    --color-accent-hover: #2563eb;
+    --color-success: #10b981;
+    --color-success-bg: rgba(16, 185, 129, 0.1);
+    --color-error: #ef4444;
+    --color-error-bg: rgba(239, 68, 68, 0.1);
+    --color-warning: #f59e0b;
+    --color-stuff: #f59e0b;
+    --color-stuff-bg: rgba(245, 158, 11, 0.1);
+    --color-stuff-border: #d97706;
+    --color-stuff-text: #78350f;
+    --color-stuff-text-dim: #92400e;
+    --color-pipe: #3b82f6;
+    --color-pipe-bg: rgba(59, 130, 246, 0.08);
+    --color-pipe-text: #1e3a8a;
+    --color-pipe-failed: #ef4444;
+    --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
+    --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
+    --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
+    --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
+}
+/* System theme - follows OS preference */
+@media (prefers-color-scheme: light) {
+    [data-theme="system"] {
+        --color-bg: #f8fafc;
+        --color-surface: #ffffff;
+        --color-surface-hover: #f1f5f9;
+        --color-border: #e2e8f0;
+        --color-text: #1e293b;
+        --color-text-muted: #64748b;
+        --color-text-dim: #94a3b8;
+        --color-accent: #3b82f6;
+        --color-accent-hover: #2563eb;
+        --color-success: #10b981;
+        --color-success-bg: rgba(16, 185, 129, 0.1);
+        --color-error: #ef4444;
+        --color-error-bg: rgba(239, 68, 68, 0.1);
+        --color-warning: #f59e0b;
+        --color-stuff: #f59e0b;
+        --color-stuff-bg: rgba(245, 158, 11, 0.1);
+        --color-stuff-border: #d97706;
+        --color-stuff-text: #78350f;
+        --color-stuff-text-dim: #92400e;
+        --color-pipe: #3b82f6;
+        --color-pipe-bg: rgba(59, 130, 246, 0.08);
+        --color-pipe-text: #1e3a8a;
+        --color-pipe-failed: #ef4444;
+        --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
+        --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
+        --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
+        --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
+    }
+}
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body {
+    font-family: var(--font-sans);
+    height: 100vh;
+    overflow: hidden;
+    background: var(--color-bg);
+    color: var(--color-text);
+}
+#app-container {
+    display: flex;
+    flex-direction: column;
+    height: 100vh;
+}
+.header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 12px 20px;
+    background: var(--color-surface);
+    border-bottom: 1px solid var(--color-border);
+    z-index: 100;
+}
+.header-left {
+    display: flex;
+    align-items: center;
+    gap: 16px;
+}
+.header-logo {
+    height: 28px;
+    width: auto;
+}
+.header-logo.dark-logo { display: block; }
+.header-logo.light-logo { display: none; }
+[data-theme="light"] .header-logo.dark-logo { display: none; }
+[data-theme="light"] .header-logo.light-logo { display: block; }
+@media (prefers-color-scheme: light) {
+    [data-theme="system"] .header-logo.dark-logo { display: none; }
+    [data-theme="system"] .header-logo.light-logo { display: block; }
+}
+.header-title {
+    font-size: 14px;
+    color: var(--color-text-muted);
+    font-weight: 500;
+}
+.theme-toggle {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 36px;
+    height: 36px;
+    background: var(--color-surface-hover);
+    border: 1px solid var(--color-border);
+    border-radius: var(--radius-md);
+    cursor: pointer;
+    transition: all 0.15s ease;
+    font-size: 16px;
+    line-height: 1;
+}
+.theme-toggle:hover {
+    background: var(--color-accent);
+    border-color: var(--color-accent);
+}
+.theme-icon { display: none; }
+.theme-icon.active { display: inline; }
+.stat-item {
+    display: flex;
+    align-items: center;
+    gap: 6px;
+    font-size: 13px;
+    color: var(--color-text-muted);
+}
+.stat-value {
+    font-weight: 600;
+    color: var(--color-text);
+}
+.stat-icon {
+    width: 16px;
+    height: 16px;
+    opacity: 0.7;
+}
+#root {
+    flex: 1;
+    width: 100%;
+    overflow: hidden;
+}
+.react-flow-container {
+    width: 100%;
+    height: 100%;
+    background: var(--color-bg);
+}
+.react-flow__node {
+    font-family: var(--font-sans);
+}
+.react-flow__background {
+    background: var(--color-bg) !important;
+}
+.react-flow__controls {
+    background: var(--color-surface);
+    border: 1px solid var(--color-border);
+    border-radius: var(--radius-md);
+    box-shadow: var(--shadow-md);
+    bottom: 57px !important;
+    left: 16px !important;
+}
+.react-flow__controls-button {
+    background: var(--color-surface);
+    border-bottom: 1px solid var(--color-border);
+    fill: var(--color-text-muted);
+}
+.react-flow__controls-button:hover {
+    background: var(--color-surface-hover);
+}
+.react-flow__edge-path {
+    stroke-width: 2;
+}
+.react-flow__edge-text {
+    font-size: 11px;
+    fill: var(--color-text-muted);
+}
+.react-flow__edge-textbg {
+    fill: var(--color-bg);
+}
+/* Selected node highlight */
+.react-flow__node.selected {
+    box-shadow: 0 0 0 3px var(--color-accent), var(--shadow-lg) !important;
+    z-index: 1000 !important;
+}
+
+/* Inspector Sidebar */
+.inspector-panel {
+    position: fixed;
+    top: 57px;
+    right: 0;
+    width: 40vw;
+    min-width: 360px;
+    max-width: 80vw;
+    height: calc(100vh - 57px - 41px);
+    background: var(--color-surface);
+    border-left: 1px solid var(--color-border);
+    box-shadow: -4px 0 20px rgba(0, 0, 0, 0.3);
+    overflow: hidden;
+    z-index: 1000;
+    display: none;
+    transition: none;
+}
+.inspector-panel.visible {
+    display: flex;
+    flex-direction: column;
+}
+.inspector-resize-handle {
+    position: absolute;
+    left: 0;
+    top: 0;
+    width: 6px;
+    height: 100%;
+    cursor: ew-resize;
+    background: transparent;
+    z-index: 10;
+    transition: background 0.2s;
+}
+.inspector-resize-handle:hover,
+.inspector-resize-handle.dragging {
+    background: var(--color-accent);
+}
+.inspector-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 16px 20px;
+    background: linear-gradient(135deg, var(--color-accent), var(--color-stuff));
+    color: white;
+}
+.inspector-header.stuff {
+    background: linear-gradient(135deg, var(--color-stuff), var(--color-stuff-border));
+}
+.inspector-header.pipe {
+    background: linear-gradient(135deg, var(--color-pipe), var(--color-accent));
+}
+.inspector-title {
+    font-size: 15px;
+    font-weight: 600;
+    white-space: nowrap;
+    overflow: hidden;
+    text-overflow: ellipsis;
+}
+.inspector-subtitle {
+    font-size: 12px;
+    opacity: 0.85;
+    margin-top: 2px;
+}
+.inspector-close {
+    width: 28px;
+    height: 28px;
+    display: flex;
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+      ],
+      "pipe_code:extract_job_offer": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_3"
+      ],
+      "pipe_code:analyze_documents": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_4"
+      ],
+      "pipe_code:analyze_cv": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_5"
+      ],
+      "pipe_type:PipeLLM": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_5",
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_6",
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_7",
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_8"
+      ],
+      "pipe_code:analyze_job_offer": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_6"
+      ],
+      "pipe_code:evaluate_match": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_7"
+      ],
+      "pipe_code:generate_interview_questions": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_8"
+      ],
+      "pipe_code:compose_interview_sheet": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_9"
+      ],
+      "pipe_type:PipeCompose": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_9"
+      ]
+    }
+  },
+  "payloads": null
+}</script>
+<!-- Embedded GraphSpec (for dataflow extraction) -->
+<script type="application/json" id="pipelex-graphspec">{
+  "graph_id": "8c69028d-d006-4766-a68e-e58324a16d41",
+  "created_at": "2026-01-09T15:22:29.379107Z",
+  "pipeline_ref": {
+    "domain": "cv_and_offer",
+    "main_pipe": "cv_job_match",
+    "entrypoint": null
+  },
+  "nodes": [
+    {
+      "node_id": "8c69028d-d006-4766-a68e-e58324a16d41:node_0",
+      "kind": "controller",
+      "pipe_code": "cv_job_match",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:29.385329Z",
+        "ended_at": "2026-01-09T15:22:54.753515Z",
+        "duration_ms": 25368
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "PDF",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "ddozj",
+            "data": {
+              "url": "data/CVx5/CV-01.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "job_offer_pdf",
+            "concept": "PDF",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "QzpHH",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_sheet",
+            "concept": "InterviewSheet",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "nbqHw",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.",
+              "questions": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Given your background in retail sales, how do you p\n                      \u2502       \u2502                \u2502 to selling SaaS solutions to enterprise clients?   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sa\n                      \u2502       \u2502                \u2502 their skills to meet the requirements of the role. \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   4   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you discuss a time when you had to analyze sale\n                      \u2502       \u2502                \u2502 decisions? What tools did you use, and what was the\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's analytical skills and fam\n                      \u2502       \u2502                \u2502 tools, which are important for driving operational \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   5   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What is your philosophy on coaching and developing \n                      \u2502       \u2502                \u2502 you share a specific instance where you successfull\n                      \u2502       \u2502                \u2502 leadership role?                                   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To investigate the candidate's passion for talent d\n                      \u2502       \u2502                \u2502 fostering leadership within their teams.           \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n",
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This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
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+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
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+              "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation",
+              "key_achievements": "Received employee of the month award twice at Planet Beach"
+            },
+            "data_text": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "4eNhA",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "kind": "operator",
+      "pipe_code": "generate_interview_questions",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:49.712219Z",
+        "ended_at": "2026-01-09T15:22:54.670016Z",
+        "duration_ms": 4957
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_analysis",
+            "concept": "CVAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "goCJ7",
+            "data": {
+              "skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control",
+              "years_of_experience": 8.2,
+              "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design",
+              "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation",
+              "key_achievements": "Received employee of the month award twice at Planet Beach"
+            },
+            "data_text": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "4eNhA",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_questions",
+            "concept": "InterviewQuestion",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "jPjA4",
+            "data": {
+              "items": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n",
+            "data_html": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "8c69028d-d006-4766-a68e-e58324a16d41:node_9",
+      "kind": "operator",
+      "pipe_code": "compose_interview_sheet",
+      "pipe_type": "PipeCompose",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:54.671388Z",
+        "ended_at": "2026-01-09T15:22:54.742871Z",
+        "duration_ms": 71
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "interview_questions",
+            "concept": "InterviewQuestion",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "jPjA4",
+            "data": {
+              "items": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n",
+            "data_html": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_sheet",
+            "concept": "InterviewSheet",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "nbqHw",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.",
+              "questions": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 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\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Given your background in retail sales, how do you p\n                      \u2502       \u2502                \u2502 to selling SaaS solutions to enterprise clients?   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sa\n                      \u2502       \u2502                \u2502 their skills to meet the requirements of the role. \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   4   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you discuss a time when you had to analyze sale\n                      \u2502       \u2502                \u2502 decisions? What tools did you use, and what was the\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's analytical skills and fam\n                      \u2502       \u2502                \u2502 tools, which are important for driving operational \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   5   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What is your philosophy on coaching and developing \n                      \u2502       \u2502                \u2502 you share a specific instance where you successfull\n                      \u2502       \u2502                \u2502 leadership role?                                   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To investigate the candidate's passion for talent d\n                      \u2502       \u2502                \u2502 fostering leadership within their teams.           \n", "s_7f2e386dfb": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_85346f6ca9": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_d282fc7b51": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_09958cc830": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n", "s_5f1107a2c5": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n", "s_7d1841499d": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n", "s_bdd2d8f94a": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n", "s_a809a9f552": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n"}</script>
+<script type="application/json" id="pipelex-stuff-data-html">{"s_35a3b4b37e": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>", "s_7f2e386dfb": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_85346f6ca9": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_d282fc7b51": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_09958cc830": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_5f1107a2c5": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>", "s_7d1841499d": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>", "s_bdd2d8f94a": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>", "s_a809a9f552": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>"}</script>
+
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+const initialTheme = "dark";
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+function applyTheme(theme) {
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+    localStorage.setItem('pipelex-theme', theme);
+    // Update button icons
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+// This mirrors the Python GraphAnalysis logic
+// ====================================================================
+function buildDataflowAnalysis(graphspec) {
+    if (!graphspec) return null;
+
+    const stuffRegistry = {};      // digest -> { name, concept, data, dataText, dataHtml }
+    const stuffProducers = {};     // digest -> producer_node_id
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+}
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+const hasDataflow = dataflowAnalysis && Object.keys(dataflowAnalysis.stuffRegistry).length > 0;
+
+// Update footer stats
+const statsEl = document.getElementById('footer-stats');
+const pipeCount = hasDataflow
+    ? graphspec.nodes.filter(n => !dataflowAnalysis.controllerNodeIds.has(n.node_id)).length
+    : viewspec.nodes.length;
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+        <span class="stat-value">${pipeCount}</span> pipes
+    </div>
+    ${stuffCount > 0 ? `<div class="stat-item" style="color: var(--color-stuff)">
+        <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+            <ellipse cx="12" cy="12" rx="10" ry="6"/>
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+        <span class="stat-value">${stuffCount}</span> data
+    </div>` : ''}
+    ${succeededCount > 0 ? `<div class="stat-item" style="color: var(--color-success)">
+        <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+            <polyline points="20 6 9 17 4 12"/>
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+        <span class="stat-value">${succeededCount}</span>
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+    ${failedCount > 0 ? `<div class="stat-item" style="color: var(--color-error)">
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+        </svg>
+        <span class="stat-value">${failedCount}</span>
+    </div>` : ''}
+`;
+
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+
+// Dagre layout function
+function getLayoutedElements(nodes, edges, direction = 'TB') {
+    const g = new dagre.graphlib.Graph();
+    g.setDefaultEdgeLabel(() => ({}));
+    g.setGraph({
+        rankdir: direction,
+        nodesep: 50,
+        ranksep: 80,
+        edgesep: 20,
+        marginx: 40,
+        marginy: 40,
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+        // Estimate width based on label length (rough: 8px per character + padding)
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+        const estimatedWidth = Math.max(180, Math.min(400, labelText.length * 8 + 60));
+        const width = isStuff ? Math.max(180, estimatedWidth) : Math.max(200, estimatedWidth);
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+    edges.forEach((edge) => {
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+
+    dagre.layout(g);
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+    const layoutedNodes = nodes.map((node) => {
+        const nodeWithPosition = g.node(node.id);
+        const nodeData = node.data || {};
+        const isStuff = nodeData.isStuff;
+        const width = isStuff ? 180 : 200;
+        return {
+            ...node,
+            position: {
+                x: nodeWithPosition.x - width / 2,
+                y: nodeWithPosition.y - 30,
+            },
+        };
+    });
+
+    return { nodes: layoutedNodes, edges };
+}
+
+// ====================================================================
+// BUILD DATAFLOW NODES AND EDGES
+// ====================================================================
+function buildDataflowGraph(graphspec, analysis) {
+    const nodes = [];
+    const edges = [];
+    const nodeIdMap = {};  // original node_id -> graphspec node
+
+    // Map node IDs to nodes
+    for (const node of graphspec.nodes) {
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+
+    // Create pipe nodes (only those that participate in data flow)
+    for (const node of graphspec.nodes) {
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+
+        const isFailed = node.status === 'failed';
+        const label = node.pipe_code || node.node_id.split(':').pop();
+        // Calculate width: ~8px per char (monospace 13px) + padding (28px)
+        const nodeWidth = Math.max(160, label.length * 8 + 28);
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+        nodes.push({
+            id: node.node_id,
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+                        flexDirection: 'column',
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+                            fontSize: '13px',
+                            fontWeight: 600,
+                            color: 'var(--color-pipe-text)',
+                        }
+                    }, label)
+                ),
+                nodeData: node,
+                isPipe: true,
+                isStuff: false,
+            },
+            position: { x: 0, y: 0 },
+            style: {
+                background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
+                border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
+                borderRadius: '8px',
+                padding: '0',
+                width: nodeWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+            },
+        });
+    }
+
+    // Create stuff nodes
+    for (const [digest, stuffInfo] of Object.entries(analysis.stuffRegistry)) {
+        const stuffId = `stuff_${digest}`;
+        const label = stuffInfo.name;
+        const concept = stuffInfo.concept || '';
+        // For pill shape, need extra padding. ~7px per char (12px font) + side padding (48px)
+        const textWidth = Math.max(label.length, concept.length) * 7 + 48;
+        const stuffWidth = Math.max(140, textWidth);
+
+        nodes.push({
+            id: stuffId,
+            type: 'default',
+            data: {
+                label: React.createElement('div', {
+                    style: {
+                        padding: '8px 24px',
+                        display: 'flex',
+                        flexDirection: 'column',
+                        alignItems: 'center',
+                        gap: '2px',
+                        textAlign: 'center',
+                    }
+                },
+                    React.createElement('span', {
+                        style: {
+                            fontFamily: "'JetBrains Mono', monospace",
+                            fontSize: '12px',
+                            fontWeight: 600,
+                            color: 'var(--color-stuff-text)',
+                        }
+                    }, label),
+                    concept && React.createElement('span', {
+                        style: {
+                            fontSize: '10px',
+                            color: 'var(--color-stuff-text-dim)',
+                        }
+                    }, concept)
+                ),
+                stuffData: stuffInfo,
+                stuffDigest: digest,
+                isStuff: true,
+                isPipe: false,
+            },
+            position: { x: 0, y: 0 },
+            style: {
+                background: 'var(--color-stuff-bg)',
+                border: '2px solid var(--color-stuff-border)',
+                borderRadius: '999px',  // Pill shape
+                padding: '0',
+                width: stuffWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+                cursor: 'pointer',
+            },
+        });
+    }
+
+    // Create edges: producer -> stuff
+    let edgeId = 0;
+    for (const [digest, producerNodeId] of Object.entries(analysis.stuffProducers)) {
+        const stuffId = `stuff_${digest}`;
+        edges.push({
+            id: `edge_${edgeId++}`,
+            source: producerNodeId,
+            target: stuffId,
+            type: "bezier",
+            animated: false,
+            style: {
+                stroke: 'var(--color-pipe)',
+                strokeWidth: 2,
+            },
+            markerEnd: {
+                type: MarkerType?.ArrowClosed || 'arrowclosed',
+                color: 'var(--color-pipe)',
+            },
+        });
+    }
+
+    // Create edges: stuff -> consumer
+    for (const [digest, consumers] of Object.entries(analysis.stuffConsumers)) {
+        const stuffId = `stuff_${digest}`;
+        for (const consumerNodeId of consumers) {
+            edges.push({
+                id: `edge_${edgeId++}`,
+                source: stuffId,
+                target: consumerNodeId,
+                type: "bezier",
+                animated: false,
+                style: {
+                    stroke: 'var(--color-pipe)',
+                    strokeWidth: 2,
+                },
+                markerEnd: {
+                    type: MarkerType?.ArrowClosed || 'arrowclosed',
+                    color: 'var(--color-pipe)',
+                },
+            });
+        }
+    }
+
+    return { nodes, edges };
+}
+
+// ====================================================================
+// FALLBACK: Build orchestration graph from ViewSpec (no dataflow)
+// ====================================================================
+function buildOrchestrationGraph(viewspec) {
+    const nodes = viewspec.nodes.map(node => {
+        const isController = node.kind === 'controller';
+        const isFailed = node.ui?.classes?.includes('failed');
+        const isSucceeded = node.ui?.classes?.includes('succeeded');
+        const badge = node.ui?.badges?.[0] || '';
+        // Calculate width: ~8px per char (monospace 13px) + padding + status dot
+        const nodeWidth = Math.max(160, (node.label?.length || 10) * 8 + 50);
+
+        return {
+            id: node.id,
+            type: 'default',
+            data: {
+                label: React.createElement('div', {
+                    style: {
+                        padding: '10px 14px',
+                        display: 'flex',
+                        flexDirection: 'column',
+                        gap: '4px',
+                    }
+                },
+                    React.createElement('div', {
+                        style: {
+                            display: 'flex',
+                            alignItems: 'center',
+                            justifyContent: 'space-between',
+                            gap: '8px',
+                        }
+                    },
+                        React.createElement('span', {
+                            style: {
+                                fontFamily: "'JetBrains Mono', monospace",
+                                fontSize: '13px',
+                                fontWeight: 600,
+                                color: 'var(--color-pipe-text)',
+                            }
+                        }, node.label),
+                        isSucceeded && React.createElement('span', {
+                            style: {
+                                width: '8px',
+                                height: '8px',
+                                borderRadius: '50%',
+                                background: 'var(--color-success)',
+                                flexShrink: 0,
+                            }
+                        }),
+                        isFailed && React.createElement('span', {
+                            style: {
+                                width: '8px',
+                                height: '8px',
+                                borderRadius: '50%',
+                                background: 'var(--color-error)',
+                                flexShrink: 0,
+                            }
+                        })
+                    ),
+                    React.createElement('div', {
+                        style: {
+                            display: 'flex',
+                            alignItems: 'center',
+                            justifyContent: 'space-between',
+                            gap: '8px',
+                        }
+                    },
+                        React.createElement('span', {
+                            style: {
+                                fontSize: '11px',
+                                color: 'var(--color-text-dim)',
+                            }
+                        }, isController ? 'Controller' : node.inspector?.pipe_type || 'Operator'),
+                        badge && React.createElement('span', {
+                            style: {
+                                fontSize: '10px',
+                                color: 'var(--color-text-muted)',
+                                background: 'var(--color-surface-hover)',
+                                padding: '2px 6px',
+                                borderRadius: '4px',
+                                fontFamily: "'JetBrains Mono', monospace",
+                            }
+                        }, badge)
+                    )
+                ),
+                nodeData: node,
+                isPipe: true,
+                isStuff: false,
+            },
+            position: node.position || { x: 0, y: 0 },
+            style: {
+                background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
+                border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
+                borderRadius: '8px',
+                padding: '0',
+                width: nodeWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+            },
+        };
+    });
+
+    const edges = viewspec.edges.map(edge => ({
+        id: edge.id,
+        source: edge.source,
+        target: edge.target,
+        type: "bezier",
+        animated: edge.animated || false,
+        label: edge.label,
+        labelStyle: {
+            fontSize: 11,
+            fontWeight: 500,
+            fill: 'var(--color-text-muted)',
+            fontFamily: "'JetBrains Mono', monospace",
+        },
+        labelBgStyle: {
+            fill: '#0f172a',
+            fillOpacity: 0.9,
+        },
+        labelBgPadding: [6, 4],
+        labelBgBorderRadius: 4,
+        style: {
+            stroke: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
+            strokeWidth: edge.kind === 'data' ? 2 : 1,
+        },
+        markerEnd: {
+            type: MarkerType?.ArrowClosed || 'arrowclosed',
+            color: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
+        },
+    }));
+
+    return { nodes, edges };
+}
+
+// ====================================================================
+// MAIN REACT COMPONENT
+// ====================================================================
+function GraphViewer() {
+    // Build graph based on available data
+    let initialData;
+    if (hasDataflow) {
+        initialData = buildDataflowGraph(graphspec, dataflowAnalysis);
+    } else {
+        initialData = buildOrchestrationGraph(viewspec);
+    }
+
+    // Apply layout
+    const needsLayout = initialData.nodes.some(n => !n.position || (n.position.x === 0 && n.position.y === 0));
+    const layouted = needsLayout
+        ? getLayoutedElements(initialData.nodes, initialData.edges, viewspec.layout?.direction || 'TB')
+        : initialData;
+
+    const [nodes, setNodes, onNodesChange] = useNodesState(layouted.nodes);
+    const [edges, setEdges, onEdgesChange] = useEdgesState(layouted.edges);
+    const [selectedNodeId, setSelectedNodeId] = React.useState(null);
+
+    // Expose function to clear node selection globally
+    React.useEffect(() => {
+        window.clearNodeSelection = () => {
+            setSelectedNodeId(null);
+            setNodes((nds) =>
+                nds.map((n) => ({
+                    ...n,
+                    selected: false,
+                }))
+            );
+        };
+    }, [setNodes]);
+
+    const onNodeClick = (event, node) => {
+        // Update selected node state and highlight it
+        setSelectedNodeId(node.id);
+        setNodes((nds) =>
+            nds.map((n) => ({
+                ...n,
+                selected: n.id === node.id,
+            }))
+        );
+        const inspector = document.getElementById('inspector');
+        const inspectorContent = document.getElementById('inspector-content');
+        const inspectorTitle = document.getElementById('inspector-title');
+        const inspectorSubtitle = document.getElementById('inspector-subtitle');
+        const inspectorHeader = document.getElementById('inspector-header');
+
+        // Reset scroll to top-left when switching nodes (keep tab selection)
+        inspectorContent.scrollTop = 0;
+        inspectorContent.scrollLeft = 0;
+
+        const nodeData = node.data || {};
+
+        // Handle stuff nodes
+        if (nodeData.isStuff) {
+            const stuffData = nodeData.stuffData || {};
+            const stuffDigest = nodeData.stuffDigest;
+            const stuffMermaidId = stuffDigest ? `s_${stuffDigest.substring(0, 10)}` : null;
+
+            inspectorTitle.textContent = stuffData.name || 'Data';
+            inspectorSubtitle.textContent = stuffData.concept || 'Data Item';
+            inspectorHeader.className = 'inspector-header stuff';
+
+            // Check which formats are available
+            // First check graphspec-extracted data, then fallback to separate dictionaries
+            const hasJson = !!stuffData.data;
+            const hasText = !!stuffData.dataText || (stuffMermaidId && !!stuffDataText[stuffMermaidId]);
+            // For PDF and image content types, HTML tab can render from JSON data via extractUrl()
+            const canRenderFromJson = (stuffData.contentType === 'application/pdf' || stuffData.contentType?.startsWith('image/')) && extractUrl(stuffData.data);
+            const hasHtml = !!stuffData.dataHtml || (stuffMermaidId && !!stuffDataHtml[stuffMermaidId]) || canRenderFromJson;
+            const hasMultipleFormats = [hasJson, hasText, hasHtml].filter(Boolean).length > 1;
+
+            let html = '';
+
+            // Add format tabs if multiple formats available
+            if (hasMultipleFormats) {
+                html += '<div class="inspector-section">';
+                html += '<div class="format-toolbar">';
+                html += '<div class="format-tabs" id="stuff-format-tabs">';
+                const jsonActive = currentStuffFormat === 'json' ? 'active' : '';
+                const textActive = currentStuffFormat === 'text' ? 'active' : '';
+                const htmlActive = currentStuffFormat === 'html' ? 'active' : '';
+                const htmlTabLabel = getHtmlTabLabel(stuffData.contentType);
+                html += `<button class="format-tab ${htmlActive}" data-format="html" `;
+                html += `${!hasHtml ? 'disabled' : ''}>${htmlTabLabel}</button>`;
+                html += `<button class="format-tab ${jsonActive}" data-format="json" `;
+                html += `${!hasJson ? 'disabled' : ''}>JSON</button>`;
+                html += `<button class="format-tab ${textActive}" data-format="text" `;
+                html += `${!hasText ? 'disabled' : ''}>Pretty</button>`;
+                html += '</div>';
+                html += '<div class="format-actions">';
+                html += '<button class="action-btn" id="open-external-btn" ';
+                html += 'onclick="openExternal()" title="Open in new window" style="display: none;">';
+                html += '<svg viewBox="0 0 24 24"><path d="M19 19H5V5h7V3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="fullscreen-open-btn" ';
+                html += 'onclick="openFullscreen()" title="Fullscreen">';
+                html += '<svg viewBox="0 0 24 24"><path d="M7 14H5v5h5v-2H7v-3zm-2-4h2V7h3V5H5v5zm12 7h-3v2h5v-5h-2v3zM14 5v2h3v3h2V5h-5z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="copy-btn" ';
+                html += 'onclick="copyStuffContent()" title="Copy">';
+                html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
+                html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
+                html += 'm0 16H8V7h11v14z"/></svg></button>';
+                html += '<button class="action-btn" id="download-btn" ';
+                html += 'onclick="downloadStuffContent()" title="Download">';
+                html += '<svg viewBox="0 0 24 24">';
+                html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
+                html += '</svg></button>';
+                html += '</div>';
+                html += '</div>';
+                html += '<div id="stuff-data-content"></div>';
+                html += '</div>';
+            } else if (hasJson || hasText || hasHtml) {
+                html += '<div class="inspector-section">';
+                html += '<div class="format-toolbar">';
+                html += '<div class="format-tabs"></div>';
+                html += '<div class="format-actions">';
+                html += '<button class="action-btn" id="open-external-btn" ';
+                html += 'onclick="openExternal()" title="Open in new window" style="display: none;">';
+                html += '<svg viewBox="0 0 24 24"><path d="M19 19H5V5h7V3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="fullscreen-open-btn" ';
+                html += 'onclick="openFullscreen()" title="Fullscreen">';
+                html += '<svg viewBox="0 0 24 24"><path d="M7 14H5v5h5v-2H7v-3zm-2-4h2V7h3V5H5v5zm12 7h-3v2h5v-5h-2v3zM14 5v2h3v3h2V5h-5z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="copy-btn" ';
+                html += 'onclick="copyStuffContent()" title="Copy">';
+                html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
+                html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
+                html += 'm0 16H8V7h11v14z"/></svg></button>';
+                html += '<button class="action-btn" id="download-btn" ';
+                html += 'onclick="downloadStuffContent()" title="Download">';
+                html += '<svg viewBox="0 0 24 24">';
+                html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
+                html += '</svg></button>';
+                html += '</div>';
+                html += '</div>';
+                html += '<div id="stuff-data-content"></div>';
+                html += '</div>';
+            }
+
+            inspectorContent.innerHTML = html;
+            // Add class to enable flex behavior for stuff inspector
+            inspectorContent.classList.add('stuff-inspector');
+
+            // Store current stuff data for format switching
+            window.currentStuffJsonData = stuffData.data;
+            window.currentStuffMermaidId = stuffMermaidId;
+            window.currentStuffContentType = stuffData.contentType;
+            // Store graphspec-extracted text/html data (preferred over dictionary lookups)
+            window.currentStuffDataText = stuffData.dataText;
+            window.currentStuffDataHtml = stuffData.dataHtml;
+
+            // Attach format tab handlers
+            const formatTabs = document.getElementById('stuff-format-tabs');
+            if (formatTabs) {
+                formatTabs.querySelectorAll('.format-tab').forEach(tab => {
+                    tab.addEventListener('click', () => {
+                        if (tab.disabled) return;
+                        setStuffFormat(tab.dataset.format);
+                    });
+                });
+            }
+
+            // Render initial content
+            if (hasJson || hasText || hasHtml) {
+                // Determine best available format (HTML -> JSON -> Pretty)
+                let bestFormat = currentStuffFormat;
+                if (bestFormat === 'html' && !hasHtml) bestFormat = hasJson ? 'json' : 'text';
+                if (bestFormat === 'json' && !hasJson) bestFormat = hasHtml ? 'html' : 'text';
+                if (bestFormat === 'text' && !hasText) bestFormat = hasHtml ? 'html' : 'json';
+
+                renderStuffContent(bestFormat);
+            }
+
+            document.getElementById('top-hint').style.display = 'none';
+            inspector.classList.add('visible');
+            return;
+        }
+
+        // Handle pipe nodes
+        const pipeData = nodeData.nodeData || {};
+        inspectorTitle.textContent = pipeData.pipe_code || pipeData.label || node.id;
+        inspectorSubtitle.textContent = pipeData.pipe_type || nodeData.kind || 'Pipe';
+        inspectorHeader.className = 'inspector-header pipe';
+
+        const timing = pipeData.timing;
+        const nodeIo = pipeData.node_io;
+        const status = pipeData.status;
+
+        let html = '';
+
+        // Status badges
+        html += '<div class="inspector-badges">';
+        if (status === 'succeeded') {
+            html += '<span class="inspector-badge success">✓ Succeeded</span>';
+        } else if (status === 'failed') {
+            html += '<span class="inspector-badge error">✕ Failed</span>';
+        }
+        if (timing?.duration_ms) {
+            html += `<span class="inspector-badge neutral">⏱ ${timing.duration_ms}ms</span>`;
+        }
+        html += '</div>';
+
+        // Pipe info
+        if (pipeData.pipe_code) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Pipe Code</div>
+                <div class="inspector-value pipe-code">${pipeData.pipe_code}</div>
+            </div>`;
+        }
+
+        if (pipeData.pipe_type) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Pipe Type</div>
+                <div class="inspector-value">${pipeData.pipe_type}</div>
+            </div>`;
+        }
+
+        if (timing) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Timing</div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Started</span>
+                    <span class="inspector-row-value">${new Date(timing.started_at).toLocaleTimeString()}</span>
+                </div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Ended</span>
+                    <span class="inspector-row-value">${new Date(timing.ended_at).toLocaleTimeString()}</span>
+                </div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Duration</span>
+                    <span class="inspector-row-value">${timing.duration_ms}ms</span>
+                </div>
+            </div>`;
+        }
+
+        if (nodeIo?.inputs?.length > 0) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Inputs (${nodeIo.inputs.length})</div>
+                <div class="inspector-pre">${nodeIo.inputs.map(i => `${i.name}: ${i.concept || 'unknown'}`).join('\\n')}</div>
+            </div>`;
+        }
+
+        if (nodeIo?.outputs?.length > 0) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Outputs (${nodeIo.outputs.length})</div>
+                <div class="inspector-pre">${nodeIo.outputs.map(o => `${o.name}: ${o.concept || 'unknown'}`).join('\\n')}</div>
+            </div>`;
+        }
+
+        if (pipeData.error) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Error</div>
+                <pre class="inspector-pre" style="color: var(--color-error);">${JSON.stringify(pipeData.error, null, 2)}</pre>
+            </div>`;
+        }
+
+        inspectorContent.innerHTML = html || '<div style="color: var(--color-text-dim)">No additional information</div>';
+        // Remove stuff-specific flex behavior for pipe inspector
+        inspectorContent.classList.remove('stuff-inspector');
+        document.getElementById('top-hint').style.display = 'none';
+        inspector.classList.add('visible');
+    };
+
+    if (!ReactFlow) {
+        return React.createElement('div', { style: { padding: '20px', color: 'var(--color-text)' } },
+            React.createElement('p', null, 'Loading ReactFlow...')
+        );
+    }
+
+    // Pan to show the top of the graph after initial fit
+    const onInit = (reactFlowInstance) => {
+        setTimeout(() => {
+            // Find the topmost node position
+            const currentNodes = reactFlowInstance.getNodes();
+            if (currentNodes.length === 0) return;
+            const minY = Math.min(...currentNodes.map(n => n.position.y));
+            const viewport = reactFlowInstance.getViewport();
+            // Adjust viewport to show the top with some padding
+            reactFlowInstance.setViewport({
+                x: viewport.x,
+                y: -minY * viewport.zoom + 80,
+                zoom: viewport.zoom
+            });
+        }, 100);
+    };
+
+    return React.createElement('div', { className: 'react-flow-container' },
+        React.createElement(ReactFlow, {
+            nodes: nodes,
+            edges: edges,
+            onNodesChange: onNodesChange,
+            onEdgesChange: onEdgesChange,
+            onNodeClick: onNodeClick,
+onInit: onInit,            fitView: true,
+            fitViewOptions: { padding: 0.1, minZoom: 1.0 },
+            defaultEdgeOptions: { type: "bezier" },
+            proOptions: { hideAttribution: true },
+        },
+            Background ? React.createElement(Background, {
+                variant: 'dots',
+                gap: 20,
+                size: 1,
+                color: '#334155',
+            }) : null,
+            Controls ? React.createElement(Controls, { showInteractive: false }) : null
+        )
+    );
+}
+
+// Render the app
+const root = ReactDOM.createRoot(document.getElementById('root'));
+const graphViewerRef = { current: null };
+root.render(React.createElement(GraphViewer));
+
+// Close inspector function
+function closeInspector() {
+    document.getElementById('inspector').classList.remove('visible');
+    document.getElementById('top-hint').style.display = '';
+    // Clear node selection/highlighting when closing inspector
+    if (window.clearNodeSelection) {
+        window.clearNodeSelection();
+    }
+}
+
+// Close inspector on Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') {
+        closeInspector();
+    }
+});
+
+// Inspector resize functionality
+(function() {
+    const inspector = document.getElementById('inspector');
+    const resizeHandle = document.getElementById('inspector-resize-handle');
+    let isResizing = false;
+    let startX = 0;
+    let startWidth = 0;
+
+    resizeHandle.addEventListener('mousedown', (e) => {
+        isResizing = true;
+        startX = e.clientX;
+        startWidth = inspector.offsetWidth;
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+        document.body.style.cursor = 'ew-resize';
+        document.body.style.userSelect = 'none';
+        e.preventDefault();
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+    });
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+function setStuffFormat(format) {
+    currentStuffFormat = format;
+    // Update tab styling
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+    });
+    renderStuffContent(format);
+}
+
+// Render stuff content in the specified format
+function renderStuffContent(format) {
+    const container = document.getElementById('stuff-data-content');
+    if (!container) return;
+
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const contentType = window.currentStuffContentType;
+    // Prefer graphspec-extracted data, fallback to dictionary lookups
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    // Handle PDF content type with iframe viewer
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            container.className = 'inspector-pdf-content';
+            container.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none;';
+            container.appendChild(iframe);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            container.className = 'inspector-image-content';
+            container.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            container.appendChild(img);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        container.className = '';
+        const jsonStr = JSON.stringify(jsonData, null, 2);
+        container.innerHTML = `<pre class="inspector-pre">${escapeHtml(jsonStr)}</pre>`;
+    } else if (format === 'text') {
+        // Use nowrap class for Rich-formatted ASCII tables
+        const textContent = textData || 'No text data available';
+        container.className = '';
+        container.innerHTML = `<pre class="inspector-pre nowrap">${escapeHtml(textContent)}</pre>`;
+    } else if (format === 'html') {
+        const htmlContent = htmlData || 'No HTML data available';
+        container.className = 'inspector-html-content';
+        container.innerHTML = DOMPurify.sanitize(htmlContent);
+        makeLinksOpenInNewWindow(container);
+    }
+
+    updateOpenExternalButton();
+}
+
+// Get current stuff content based on active format
+function getCurrentStuffContent() {
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    if (currentStuffFormat === 'json' && jsonData) {
+        return { content: JSON.stringify(jsonData, null, 2), ext: 'json', mime: 'application/json' };
+    } else if (currentStuffFormat === 'text' && textData) {
+        return { content: textData, ext: 'txt', mime: 'text/plain' };
+    } else if (currentStuffFormat === 'html' && htmlData) {
+        return { content: htmlData, ext: 'html', mime: 'text/html' };
+    }
+    return null;
+}
+
+// Copy stuff content to clipboard
+function copyStuffContent() {
+    const data = getCurrentStuffContent();
+    if (!data) return;
+
+    navigator.clipboard.writeText(data.content).then(() => {
+        // Update both inspector and fullscreen buttons if they exist
+        const btn = document.getElementById('copy-btn');
+        const fullscreenBtn = document.getElementById('fullscreen-copy-btn');
+        const checkIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+        const copyIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+            'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+            'm0 16H8V7h11v14z"/></svg>';
+        
+        if (btn) {
+            btn.innerHTML = checkIcon;
+            btn.classList.add('copied');
+            setTimeout(() => {
+                btn.innerHTML = copyIcon;
+                btn.classList.remove('copied');
+            }, 1500);
+        }
+        
+        if (fullscreenBtn) {
+            fullscreenBtn.innerHTML = checkIcon;
+            fullscreenBtn.classList.add('copied');
+            setTimeout(() => {
+                fullscreenBtn.innerHTML = copyIcon;
+                fullscreenBtn.classList.remove('copied');
+            }, 1500);
+        }
+    });
+}
+
+// Download stuff content as file
+function downloadStuffContent() {
+    const stuffName = document.getElementById('inspector-title')?.textContent || 'data';
+    const baseName = stuffName.replace(/[^a-zA-Z0-9_-]/g, '_');
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+
+    // For images, download the actual image file directly
+    if (contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            const ext = contentType.split('/')[1] || 'png';
+            const filename = `${baseName}.${ext}`;
+            const link = document.createElement('a');
+            link.href = imageUrl;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            return;
+        }
+    }
+
+    // For PDFs, download the actual PDF file directly
+    // Must fetch and create blob to work around cross-origin download restrictions
+    if (contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            const filename = `${baseName}.pdf`;
+            fetch(pdfUrl)
+                .then(response => response.blob())
+                .then(blob => {
+                    const url = URL.createObjectURL(blob);
+                    const link = document.createElement('a');
+                    link.href = url;
+                    link.download = filename;
+                    document.body.appendChild(link);
+                    link.click();
+                    document.body.removeChild(link);
+                    URL.revokeObjectURL(url);
+                })
+                .catch(err => {
+                    console.error('Failed to download PDF:', err);
+                    window.open(pdfUrl, '_blank');
+                });
+            return;
+        }
+    }
+
+    const data = getCurrentStuffContent();
+    if (!data) return;
+
+    const filename = `${baseName}.${data.ext}`;
+    const blob = new Blob([data.content], { type: data.mime });
+    const url = URL.createObjectURL(blob);
+    const link = document.createElement('a');
+    link.href = url;
+    link.download = filename;
+    document.body.appendChild(link);
+    link.click();
+    document.body.removeChild(link);
+    URL.revokeObjectURL(url);
+}
+
+// Escape HTML to prevent XSS when displaying JSON/text content
+function escapeHtml(text) {
+    const div = document.createElement('div');
+    div.textContent = text;
+    return div.innerHTML;
+}
+
+// Make all links in a container open in new windows
+function makeLinksOpenInNewWindow(container) {
+    if (!container) return;
+    const links = container.querySelectorAll('a');
+    links.forEach(link => {
+        link.setAttribute('target', '_blank');
+        link.setAttribute('rel', 'noopener noreferrer');
+    });
+}
+
+// Get appropriate tab label based on content type
+function getHtmlTabLabel(contentType) {
+    if (contentType === 'application/pdf') return 'PDF';
+    if (contentType?.startsWith('image/')) return 'Image';
+    return 'HTML';
+}
+
+// Validate that a URL is a safe HTTP/HTTPS URL (prevents javascript: and data: URL injection)
+function isValidHttpUrl(url) {
+    if (!url || typeof url !== 'string') return false;
+    return url.startsWith('https://') || url.startsWith('http://');
+}
+
+// Extract URL from stuff data (handles various data structures)
+// Returns null for invalid/unsafe URLs (javascript:, data:, etc.)
+function extractUrl(jsonData) {
+    if (!jsonData) return null;
+    // Check if data itself is a URL string
+    if (typeof jsonData === 'string') {
+        return isValidHttpUrl(jsonData) ? jsonData : null;
+    }
+    // Prefer display_link (pre-signed S3 URL) over url (internal pipelex-storage:// URL)
+    const candidates = [jsonData.display_link, jsonData.src, jsonData.href, jsonData.uri, jsonData.url];
+    for (const candidate of candidates) {
+        if (isValidHttpUrl(candidate)) return candidate;
+    }
+    return null;
+}
+
+// Open external URL for PDF content
+function openExternal() {
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+
+    if (contentType === 'application/pdf') {
+        const url = extractUrl(jsonData);
+        if (url) {
+            window.open(url, '_blank', 'noopener,noreferrer');
+        }
+    }
+}
+
+// Update visibility of the "open in new window" button (PDF only)
+function updateOpenExternalButton() {
+    const openExternalBtn = document.getElementById('open-external-btn');
+    const fullscreenOpenExternalBtn = document.getElementById('fullscreen-open-external-btn');
+
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+    const url = extractUrl(jsonData);
+    // Only show for PDFs (images are handled by the download button)
+    const shouldShow = contentType === 'application/pdf' && !!url;
+
+    if (openExternalBtn) {
+        openExternalBtn.style.display = shouldShow ? '' : 'none';
+    }
+    if (fullscreenOpenExternalBtn) {
+        fullscreenOpenExternalBtn.style.display = shouldShow ? '' : 'none';
+    }
+}
+
+// Open fullscreen view
+function openFullscreen() {
+    const modal = document.getElementById('fullscreen-modal');
+    const fullscreenTitle = document.getElementById('fullscreen-title');
+    const fullscreenSubtitle = document.getElementById('fullscreen-subtitle');
+    const fullscreenContent = document.getElementById('fullscreen-content');
+    const fullscreenFormatTabs = document.getElementById('fullscreen-format-tabs');
+    
+    // Copy title and subtitle from inspector
+    const inspectorTitle = document.getElementById('inspector-title');
+    const inspectorSubtitle = document.getElementById('inspector-subtitle');
+    fullscreenTitle.textContent = inspectorTitle.textContent;
+    fullscreenSubtitle.textContent = inspectorSubtitle.textContent;
+    
+    // Build format tabs if multiple formats available
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+    const hasJson = !!jsonData;
+    const hasText = !!textData;
+    // For PDF and image content types, HTML tab can render from JSON data via extractUrl()
+    const contentType = window.currentStuffContentType;
+    const canRenderFromJson = (contentType === 'application/pdf' || contentType?.startsWith('image/')) && extractUrl(jsonData);
+    const hasHtml = !!htmlData || canRenderFromJson;
+    const hasMultipleFormats = [hasJson, hasText, hasHtml].filter(Boolean).length > 1;
+    
+    if (hasMultipleFormats) {
+        const jsonActive = currentStuffFormat === 'json' ? 'active' : '';
+        const textActive = currentStuffFormat === 'text' ? 'active' : '';
+        const htmlActive = currentStuffFormat === 'html' ? 'active' : '';
+        const htmlTabLabel = getHtmlTabLabel(window.currentStuffContentType);
+        let tabsHtml = '';
+        tabsHtml += `<button class="format-tab ${htmlActive}" data-format="html" `;
+        tabsHtml += `${!hasHtml ? 'disabled' : ''}>${htmlTabLabel}</button>`;
+        tabsHtml += `<button class="format-tab ${jsonActive}" data-format="json" `;
+        tabsHtml += `${!hasJson ? 'disabled' : ''}>JSON</button>`;
+        tabsHtml += `<button class="format-tab ${textActive}" data-format="text" `;
+        tabsHtml += `${!hasText ? 'disabled' : ''}>Pretty</button>`;
+        fullscreenFormatTabs.innerHTML = tabsHtml;
+        
+        // Attach format tab handlers
+        fullscreenFormatTabs.querySelectorAll('.format-tab').forEach(tab => {
+            tab.addEventListener('click', () => {
+                if (tab.disabled) return;
+                setStuffFormat(tab.dataset.format, true);
+            });
+        });
+    } else {
+        fullscreenFormatTabs.innerHTML = '';
+    }
+    
+    // Render initial content
+    renderStuffContentFullscreen(currentStuffFormat);
+    
+    // Show modal
+    modal.classList.add('visible');
+    
+    // Disable body scroll
+    document.body.style.overflow = 'hidden';
+}
+
+// Close fullscreen view (back to sidebar inspector)
+function closeFullscreen() {
+    const modal = document.getElementById('fullscreen-modal');
+    modal.classList.remove('visible');
+
+    // Re-enable body scroll
+    document.body.style.overflow = '';
+}
+
+// Minimize fullscreen (alias for closeFullscreen - returns to sidebar)
+function minimizeFullscreen() {
+    closeFullscreen();
+}
+
+// Close both fullscreen and inspector panel
+function closeFullscreenAndInspector() {
+    closeFullscreen();
+    closeInspector();
+}
+
+// Close fullscreen on Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') {
+        const modal = document.getElementById('fullscreen-modal');
+        if (modal.classList.contains('visible')) {
+            closeFullscreen();
+        }
+    }
+});
+
+// Update setStuffFormat to handle both inspector and fullscreen
+const originalSetStuffFormat = setStuffFormat;
+function setStuffFormat(format, updateFullscreen = false) {
+    currentStuffFormat = format;
+    
+    // Update inspector tabs
+    const inspectorTabs = document.getElementById('stuff-format-tabs');
+    if (inspectorTabs) {
+        inspectorTabs.querySelectorAll('.format-tab').forEach(tab => {
+            tab.classList.toggle('active', tab.dataset.format === format);
+        });
+        renderStuffContent(format);
+    }
+    
+    // Update fullscreen tabs if it's open
+    const modal = document.getElementById('fullscreen-modal');
+    if (modal.classList.contains('visible') || updateFullscreen) {
+        const fullscreenTabs = document.getElementById('fullscreen-format-tabs');
+        if (fullscreenTabs) {
+            fullscreenTabs.querySelectorAll('.format-tab').forEach(tab => {
+                tab.classList.toggle('active', tab.dataset.format === format);
+            });
+        }
+        renderStuffContentFullscreen(format);
+    }
+}
+
+// Render stuff content in fullscreen view
+function renderStuffContentFullscreen(format) {
+    const container = document.getElementById('fullscreen-content');
+    if (!container) return;
+
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const contentType = window.currentStuffContentType;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    // Handle PDF content type with iframe viewer
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            container.className = 'fullscreen-content inspector-pdf-content';
+            container.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none;';
+            container.appendChild(iframe);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            container.className = 'fullscreen-content inspector-image-content';
+            container.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            container.appendChild(img);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        container.className = 'fullscreen-content';
+        const jsonStr = JSON.stringify(jsonData, null, 2);
+        container.innerHTML = `<pre class="inspector-pre">${escapeHtml(jsonStr)}</pre>`;
+    } else if (format === 'text') {
+        const textContent = textData || 'No text data available';
+        container.className = 'fullscreen-content';
+        container.innerHTML = `<pre class="inspector-pre nowrap">${escapeHtml(textContent)}</pre>`;
+    } else if (format === 'html') {
+        const htmlContent = htmlData || 'No HTML data available';
+        container.className = 'fullscreen-content inspector-html-content';
+        container.innerHTML = DOMPurify.sanitize(htmlContent);
+        makeLinksOpenInNewWindow(container);
+    }
+
+    updateOpenExternalButton();
+}    </script>
+</body>
+</html>
\ No newline at end of file
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diff --git a/examples.sh b/examples.sh
index 3cfe61b..aeec8a9 100644
--- a/examples.sh
+++ b/examples.sh
@@ -1,6 +1,6 @@
-pipelex build pipe "Take a CV and Job offer in PDF, analyze if they match and generate 5 questions for the interview"
+pipelex build pipe "Take a CV and Job offer in PDF, analyze if they match and generate 5 questions for the interview" --graph --graph-full-data
 
-pipelex build pipe "Imagine a cute animal mascot for a startup based on its elevator pitch and some brand guidelines"
+pipelex build pipe "Imagine a cute animal mascot for a startup based on its elevator pitch and some brand guidelines" --graph --graph-full-data --output-dir test_graph
 
 pipelex build pipe "Imagine a cute animal mascot for a startup based on its elevator pitch \
     and some brand guidelines, propose 2 different ideas, and for each, 3 style variants in the image generation prompt, \
@@ -8,10 +8,31 @@ pipelex build pipe "Imagine a cute animal mascot for a startup based on its elev
 
 pipelex build pipe "Given an expense report, apply company rules"
 
-pipelex build pipe "Given a theme, write a Haiku"
+pipelex build pipe "Given a theme, write a Haiku" --graph --graph-full-data
 
-pipelex build pipe "Imagine a crazy funny image to render, like a green cow on the Eiffel Tower but not that, and then render it"
+pipelex build pipe "Imagine a crazy funny image to render, like a green cow on the Eiffel Tower but not that, and then render it"--no-output --graph --graph-full-data
 
 pipelex run generate_crazy_image --graph
+pipelex run generate_crazy_image --graph --graph-full-data
+
+pipelex run cv_job_match --inputs pipelines/cv_and_offer/inputs.json --graph
+pipelex run cv_job_match --inputs pipelines/cv_and_offer/inputs.json --graph --dry-run
+pipelex run cv_job_match --inputs pipelines/cv_and_offer/inputs.json --no-output --graph --graph-full-data
+
+pipelex run batch_cv_job_match --inputs cv_batch/inputs.json --no-output --graph --graph-full-data
+
+pipelex graph render graph.json
+
+
+
+# pipelex run examples/cv_and_offer/cv_job_match.plx --inputs examples/cv_and_offer/inputs.json --no-output --graph --graph-full-data
+pipelex run cv_job_match --inputs cv_and_offer/inputs.json --no-output --graph --graph-full-data -L cv_and_offer
+
+pipelex run examples/cv_batch/bundle.plx --inputs examples/cv_batch/inputs.json --graph
+pipelex run examples/cv_batch/bundle.plx --inputs examples/cv_batch/inputs.json --no-output --graph
+
+
+pipelex build pipe "Take a CV and Job offer in PDF, analyze if they match and generate 5 questions for the interview" --graph
+
+pipelex build pipe "Take a series of experimental material and contact angle data measurements and rolling angle data measurements and rank the materials by hydrophobicity" --graph --graph-full-data
 
-pipelex run analyze_cvs_for_job_offer --inputs cv_match_scw/inputs.json --graph
diff --git a/cv_match_scw/bundle.plx b/examples/cv_batch/bundle.plx
similarity index 98%
rename from cv_match_scw/bundle.plx
rename to examples/cv_batch/bundle.plx
index 8357f61..3b46dd1 100644
--- a/cv_match_scw/bundle.plx
+++ b/examples/cv_batch/bundle.plx
@@ -1,7 +1,7 @@
 domain = "cv_job_matching"
 description = "Analyzing CV and job offer compatibility and generating interview questions"
 system_prompt = "None"
-main_pipe = "analyze_cvs_for_job_offer"
+main_pipe = "batch_analyze_cvs_for_job_offer"
 
 [concept.CandidateProfile]
 description = "A structured summary of a job candidate's professional background extracted from their CV."
@@ -30,7 +30,7 @@ strengths = { type = "text", description = "Areas where the candidate meets or e
 gaps = { type = "text", description = "Areas where the candidate falls short of requirements", required = true }
 overall_assessment = { type = "text", description = "Summary evaluation of the candidate's suitability", required = true }
 
-[pipe.analyze_cvs_for_job_offer]
+[pipe.batch_analyze_cvs_for_job_offer]
 type = "PipeSequence"
 description = """
 Main orchestrator pipe that takes a bunch of CVs and a job offer in PDF format, and analyzes how they match.
diff --git a/cv_match_scw/bundle_view.html b/examples/cv_batch/bundle_view.html
similarity index 100%
rename from cv_match_scw/bundle_view.html
rename to examples/cv_batch/bundle_view.html
diff --git a/cv_match_scw/bundle_view.svg b/examples/cv_batch/bundle_view.svg
similarity index 100%
rename from cv_match_scw/bundle_view.svg
rename to examples/cv_batch/bundle_view.svg
diff --git a/examples/cv_batch/graphspec.json b/examples/cv_batch/graphspec.json
new file mode 100644
index 0000000..201e621
--- /dev/null
+++ b/examples/cv_batch/graphspec.json
@@ -0,0 +1,989 @@
+{
+  "graph_id": "99c87409-4150-4c21-9135-831873dc0c5f",
+  "created_at": "2026-01-09T15:12:15.441734Z",
+  "pipeline_ref": {
+    "domain": "cv_job_matching",
+    "main_pipe": "batch_analyze_cvs_for_job_offer",
+    "entrypoint": null
+  },
+  "nodes": [
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:node_0",
+      "kind": "controller",
+      "pipe_code": "batch_analyze_cvs_for_job_offer",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:12:15.447388Z",
+        "ended_at": "2026-01-09T15:13:00.900519Z",
+        "duration_ms": 45453
+      },
+      "io": {
+        "inputs": [
+          {
+            "name": "job_offer_pdf",
+            "concept": "PDF",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "29t4Y",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "cvs",
+            "concept": "PDF",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "8YjGW",
+            "data": {
+              "items": [
+                {
+                  "url": "data/CVx5/CV-01.pdf"
+                },
+                {
+                  "url": "data/CVx5/CV-02.pdf"
+                }
+              ]
+            },
+            "data_text": "           1            │ {                                                                         \n                        │     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        │ }                                                                         \n────────────────────────┼───────────────────────────────────────────────────────────────────────────\n           2            │ {                                                                         \n                        │     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        │ }                                                                         \n",
+            "data_html": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analyses",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "WkYzt",
+            "data": {
+              "items": [
+                {
+                  "match_score": 28.0,
+                  "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.",
+                  "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.",
+                  "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."
+                },
+                {
+                  "match_score": 28.0,
+                  "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.",
+                  "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate’s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.",
+                  "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."
+                }
+              ]
+            },
+            "data_text": "    1    │  Attribute          ┃ Value                                                              \n         │ ━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  match_score        │ 28.0                                                               \n         │ ────────────────────┼────────────────────────────────────────────────────────────────────\n         │  strengths          │ The candidate demonstrates strong customer service, communication, \n         │                     │ across retail environments, with a consistent record of client enga\n         │                     │ marketing, and team collaboration. They have hands-on experience in\n         │                     │ inventory management, and training or leading peers, supported by r\n         │                     │ Employee of the Month and academic honors. Their Bachelor of Scienc\n         │                     │ and practical trend awareness indicate creativity and brand-conscio\n         │                     │ volunteer role as a Brand Ambassador shows initiative in representi\n         │                     │ on campus.                                                         \n         │ ────────────────────┼────────────────────────────────────────────────────────────────────\n         │  gaps               │ The candidate lacks any direct experience in SaaS sales, enterprise\n         │                     │ infrastructure, and has no demonstrated track record of selling to \n         │                     │ or engaging C-suite executives. They do not meet the 12+ years of r\n         │                     │ requirement, particularly in high-scale revenue ownership ($180M+ A\n         │                     │ There is no evidence of leading large sales teams (60+ members), st\n         │                     │ planning, or using advanced sales analytics tools like ACME. Additi\n         │                     │ has not shown experience in CRM platforms, account-based selling, c\n         │                     │ or cross-functional leadership with Product or Customer Success tea\n         │ ────────────────────┼────────────────────────────────────────────────────────────────────\n         │  overall_assessment │ While the candidate exhibits solid foundational skills in sales, cu\n         │                     │ visual presentation within retail and spa environments, they are no\n         │                     │ this senior enterprise sales leadership role. The position demands \n         │                     │ in technology sales at scale, executive engagement, and team leader\n         │                     │ candidate's current background. Their qualifications align better w\n         │                     │ consumer-facing sales roles rather than B2B SaaS and enterprise sal\n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    2    │  Attribute          ┃ Value                                                              \n         │ ━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  match_score        │ 28.0                                                               \n         │ ────────────────────┼────────────────────────────────────────────────────────────────────\n         │  strengths          │ The candidate demonstrates strong customer service, communication, \n         │                     │ across retail environments, with a consistent record of performance\n         │                     │ Employee of the Month awards. They possess leadership experience th\n         │                     │ coworkers and managing daily operations, as well as organizational \n         │                     │ marketing skills. Their educational background in Graphic Design fr\n         │                     │ program, with a high GPA and scholarship recognition, indicates dis\n         │                     │ visual-strategic thinking, which could support marketing or client-\n         │                     │ elements in sales roles.                                           \n         │ ────────────────────┼────────────────────────────────────────────────────────────────────\n         │  gaps               │ The candidate lacks any direct experience in SaaS, enterprise softw\n         │                     │ infrastructure sales, which are central to the role. They have no d\n         │                     │ selling to Fortune 500 companies or engaging C-suite executives. Th\n         │                     │ is in retail and spa services, not in high-value B2B or enterprise \n         │                     │ evidence of leading or scaling a large sales team (60+), P&L or ARR\n         │                     │ sales planning, or experience with sales analytics tools like ACME.\n         │                     │ experience level appears significantly below the 12+ years of relev\n         │                     │ leadership required, and there is no indication of an MBA or execut\n         │                     │ competencies such as change management, cross-functional collaborat\n         │                     │ channel/partner sales models.                                      \n         │ ────────────────────┼────────────────────────────────────────────────────────────────────\n         │  overall_assessment │ While the candidate exhibits strong foundational sales and customer\n         │                     │ along with leadership in retail contexts, they are not a suitable m\n         │                     │ enterprise sales leadership role. The position demands extensive ex\n         │                     │ enterprise sales leadership at a strategic level, which the candida\n         │                     │ Their background is better aligned with retail sales management or \n         │                     │ roles rather than scaling a $180M+ ARR business unit.              \n",
+            "data_html": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate’s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:node_1",
+      "kind": "operator",
+      "pipe_code": "extract_job_offer",
+      "pipe_type": "PipeExtract",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:12:15.451768Z",
+        "ended_at": "2026-01-09T15:12:26.771038Z",
+        "duration_ms": 11319
+      },
+      "io": {
+        "inputs": [
+          {
+            "name": "job_offer_pdf",
+            "concept": "PDF",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "29t4Y",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "job_offer_pages",
+            "concept": "Page",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "Jgvyo",
+            "data": {
+              "items": [
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "# Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n· Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>· Premium medical, dental, and vision coverage</td>\n<td>· 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>· Flexible PTO policy</td>\n<td>· $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>· Executive coaching program</td>\n<td>· Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>· 8 paid volunteer days (VTO)</td>\n<td>· Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>· Employee stock purchase plan (15% discount)</td>\n<td>· Relocation assistance available</td>\n</tr>\n</table>\n"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                }
+              ]
+            },
+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                        Vice President, Enterprise Sales                 \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │ ACME · San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        │                                                                                           \n        │                                                                                           \n        │                                                     About ACME                            \n        │                                                                                           \n        │ ACME is the global leader in CRM, empowering companies to connect with their customers in \n        │ on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        │ with their customers across sales, service, marketing, and more.                          \n        │                                                                                           \n        │                                                                                           \n        │                                                  The Opportunity                          \n        │                                                                                           \n        │ We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        │ drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        │ organization, own significant revenue accountability, and work directly with C-suite execu\n        │ companies.                                                                                \n        │                                                                                           \n        │ As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        │ critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        │ most innovative technology companies.                                                     \n        │                                                                                           \n        │                                                                                           \n        │                                                   What You'll Do                          \n        │                                                                                           \n        │ · Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        │ regions                                                                                   \n        │                                                                                           \n        │ · Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        │                                                                                           \n        │ · Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        │ rates                                                                                     \n        │                                                                                           \n        │ · Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        │ accounts                                                                                  \n        │                                                                                           \n        │ · Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        │ decision making                                                                           \n        │                                                                                           \n        │ · Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        │                                                                                           \n        │ · Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        │ integrated solutions                                                                      \n        │                                                                                           \n        │ · Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        │                                                                                           \n        │                                                                                           \n        │                                                   What You Bring                          \n        │                                                                                           \n        │                                              Required Qualifications                      \n        │                                                                                           \n        │ · 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        │                                                                                           \n        │ · Proven track record of building and scaling enterprise sales teams of 50+ people        \n        │                                                                                           \n        │ · Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        │                                                                                           \n        │ · Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        │                                                                                           \n────────┼───────────────────────────────────────────────────────────────────────────────────────────\n   2    │ · Experience selling SaaS solutions to Fortune 500 enterprises                            \n        │                                                                                           \n        │ · Strong executive presence with ability to engage C-suite buyers                         \n        │                                                                                           \n        │ · Bachelor's degree required; MBA preferred                                               \n        │                                                                                           \n        │                                                What Sets You Apart                        \n        │                                                                                           \n        │ · Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        │                                                                                           \n        │ · Track record of building sales teams from early stage through scale                     \n        │                                                                                           \n        │ · Expertise in account-based selling and strategic account management                     \n        │                                                                                           \n        │ · Strong analytical skills with proficiency in ACME, sales analytics tools                \n        │                                                                                           \n        │ · History of developing talent - multiple direct reports promoted to leadership roles     \n        │                                                                                           \n        │ · Experience with channel/partner sales models                                            \n        │                                                                                           \n        │ · Passion for coaching and developing high-performing teams                               \n        │                                                                                           \n        │                                              Leadership Competencies                      \n        │                                                                                           \n        │ · Strategic thinking and business acumen                                                  \n        │                                                                                           \n        │ · Exceptional communication and executive presence                                        \n        │                                                                                           \n        │ · Data-driven decision making                                                             \n        │                                                                                           \n        │ · Change management and organizational development                                        \n        │                                                                                           \n        │ · Cross-functional collaboration                                                          \n        │                                                                                           \n        │ · Diversity, equity, and inclusion advocacy                                               \n        │                                                                                           \n        │                                              Compensation & Benefits                      \n        │                                                                                           \n        │                                        Total Target Compensation: $975,000                \n        │                                                                                           \n        │ · Base Salary: $325,000                                                                   \n        │                                                                                           \n        │ · Variable Compensation: $650,000 (at 100% quota attainment)                              \n        │                                                                                           \n        │ · Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        │                                                                                           \n        │ · Sign-on Bonus: $100,000                                                                 \n        │                                                                                           \n        │                                           Comprehensive Benefits Package                  \n        │                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n· Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;· Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;· 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;· $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Executive coaching program&lt;/td&gt;\n&lt;td&gt;· Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;· Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;· Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n· Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>· Premium medical, dental, and vision coverage</td>\n<td>· 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>· Flexible PTO policy</td>\n<td>· $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>· Executive coaching program</td>\n<td>· Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>· 8 paid volunteer days (VTO)</td>\n<td>· Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>· Employee stock purchase plan (15% discount)</td>\n<td>· Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                        Vice President, Enterprise Sales                 \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │ ACME · San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        │                                                                                           \n        │                                                                                           \n        │                                                     About ACME                            \n        │                                                                                           \n        │ ACME is the global leader in CRM, empowering companies to connect with their customers in \n        │ on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        │ with their customers across sales, service, marketing, and more.                          \n        │                                                                                           \n        │                                                                                           \n        │                                                  The Opportunity                          \n        │                                                                                           \n        │ We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        │ drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        │ organization, own significant revenue accountability, and work directly with C-suite execu\n        │ companies.                                                                                \n        │                                                                                           \n        │ As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        │ critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        │ most innovative technology companies.                                                     \n        │                                                                                           \n        │                                                                                           \n        │                                                   What You'll Do                          \n        │                                                                                           \n        │ · Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        │ regions                                                                                   \n        │                                                                                           \n        │ · Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        │                                                                                           \n        │ · Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        │ rates                                                                                     \n        │                                                                                           \n        │ · Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        │ accounts                                                                                  \n        │                                                                                           \n        │ · Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        │ decision making                                                                           \n        │                                                                                           \n        │ · Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        │                                                                                           \n        │ · Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        │ integrated solutions                                                                      \n        │                                                                                           \n        │ · Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        │                                                                                           \n        │                                                                                           \n        │                                                   What You Bring                          \n        │                                                                                           \n        │                                              Required Qualifications                      \n        │                                                                                           \n        │ · 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        │                                                                                           \n        │ · Proven track record of building and scaling enterprise sales teams of 50+ people        \n        │                                                                                           \n        │ · Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        │                                                                                           \n        │ · Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        │                                                                                           \n────────┼───────────────────────────────────────────────────────────────────────────────────────────\n   2    │ · Experience selling SaaS solutions to Fortune 500 enterprises                            \n        │                                                                                           \n        │ · Strong executive presence with ability to engage C-suite buyers                         \n        │                                                                                           \n        │ · Bachelor's degree required; MBA preferred                                               \n        │                                                                                           \n        │                                                What Sets You Apart                        \n        │                                                                                           \n        │ · Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        │                                                                                           \n        │ · Track record of building sales teams from early stage through scale                     \n        │                                                                                           \n        │ · Expertise in account-based selling and strategic account management                     \n        │                                                                                           \n        │ · Strong analytical skills with proficiency in ACME, sales analytics tools                \n        │                                                                                           \n        │ · History of developing talent - multiple direct reports promoted to leadership roles     \n        │                                                                                           \n        │ · Experience with channel/partner sales models                                            \n        │                                                                                           \n        │ · Passion for coaching and developing high-performing teams                               \n        │                                                                                           \n        │                                              Leadership Competencies                      \n        │                                                                                           \n        │ · Strategic thinking and business acumen                                                  \n        │                                                                                           \n        │ · Exceptional communication and executive presence                                        \n        │                                                                                           \n        │ · Data-driven decision making                                                             \n        │                                                                                           \n        │ · Change management and organizational development                                        \n        │                                                                                           \n        │ · Cross-functional collaboration                                                          \n        │                                                                                           \n        │ · Diversity, equity, and inclusion advocacy                                               \n        │                                                                                           \n        │                                              Compensation & Benefits                      \n        │                                                                                           \n        │                                        Total Target Compensation: $975,000                \n        │                                                                                           \n        │ · Base Salary: $325,000                                                                   \n        │                                                                                           \n        │ · Variable Compensation: $650,000 (at 100% quota attainment)                              \n        │                                                                                           \n        │ · Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        │                                                                                           \n        │ · Sign-on Bonus: $100,000                                                                 \n        │                                                                                           \n        │                                           Comprehensive Benefits Package                  \n        │                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n· Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;· Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;· 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;· $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Executive coaching program&lt;/td&gt;\n&lt;td&gt;· Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;· Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;· Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
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+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  │ engage C-suite buyers.                                                          \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  │ and full P&L accountability; develop and implement sales strategies; build execu\n                  │ C-level stakeholders; ensure sales excellence through forecasting and process op\n                  │ develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  │ Channel teams; champion innovation in sales methodologies and tools.            \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n nice_to_haves    │ Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  │ teams from early stage through scale; expertise in account-based selling and str\n                  │ management; strong analytical skills with proficiency in ACME and sales analytic\n                  │ developing talent with direct reports promoted to leadership roles; experience w\n                  │ sales models; passion for coaching and developing high-performing teams; leaders\n                  │ strategic thinking, communication, data-driven decision making, change managemen\n                  │ collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
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+                  "url": "data/CVx5/CV-01.pdf"
+                },
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+                  "url": "data/CVx5/CV-02.pdf"
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+            "data_text": "           1            │ {                                                                         \n                        │     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        │ }                                                                         \n────────────────────────┼───────────────────────────────────────────────────────────────────────────\n           2            │ {                                                                         \n                        │     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        │ }                                                                         \n",
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+                  "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.",
+                  "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.",
+                  "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."
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+                  "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate’s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.",
+                  "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."
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The position demands \n         │                     │ in technology sales at scale, executive engagement, and team leader\n         │                     │ candidate's current background. 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The position demands extensive ex\n         │                     │ enterprise sales leadership at a strategic level, which the candida\n         │                     │ Their background is better aligned with retail sales management or \n         │                     │ roles rather than scaling a $180M+ ARR business unit.              \n",
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+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
+            },
+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  │ engage C-suite buyers.                                                          \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  │ and full P&L accountability; develop and implement sales strategies; build execu\n                  │ C-level stakeholders; ensure sales excellence through forecasting and process op\n                  │ develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  │ Channel teams; champion innovation in sales methodologies and tools.            \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n nice_to_haves    │ Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  │ teams from early stage through scale; expertise in account-based selling and str\n                  │ management; strong analytical skills with proficiency in ACME and sales analytic\n                  │ developing talent with direct reports promoted to leadership roles; experience w\n                  │ sales models; passion for coaching and developing high-performing teams; leaders\n                  │ strategic thinking, communication, data-driven decision making, change managemen\n                  │ collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
+            "extra": {}
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+            "name": "Batch result 1 of match_analyses",
+            "concept": "MatchAnalysis",
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+            "digest": "CjbDQ-branch-0",
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+              "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.",
+              "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.",
+              "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."
+            },
+            "data_text": " Attribute          ┃ Value                                                                         \n━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n match_score        │ 28.0                                                                          \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n strengths          │ The candidate demonstrates strong customer service, communication, and sales e\n                    │ environments, with a consistent record of client engagement, promotional marke\n                    │ collaboration. They have hands-on experience in visual merchandising, inventor\n                    │ training or leading peers, supported by recognition such as Employee of the Mo\n                    │ Their Bachelor of Science in Graphic Design and practical trend awareness indi\n                    │ brand-consciousness, while their volunteer role as a Brand Ambassador shows in\n                    │ a major corporation on campus.                                                \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n gaps               │ The candidate lacks any direct experience in SaaS sales, enterprise software, \n                    │ and has no demonstrated track record of selling to Fortune 500 companies or en\n                    │ executives. They do not meet the 12+ years of relevant experience requirement,\n                    │ high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evide\n                    │ sales teams (60+ members), strategic sales planning, or using advanced sales a\n                    │ ACME. Additionally, the candidate has not shown experience in CRM platforms, a\n                    │ channel/partner sales, or cross-functional leadership with Product or Customer\n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n overall_assessment │ While the candidate exhibits solid foundational skills in sales, customer serv\n                    │ presentation within retail and spa environments, they are not a suitable fit f\n                    │ enterprise sales leadership role. The position demands extensive experience in\n                    │ scale, executive engagement, and team leadership far beyond the candidate's cu\n                    │ qualifications align better with retail or consumer-facing sales roles rather \n                    │ enterprise sales leadership.                                                  \n",
+            "data_html": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                                    JOHN DOE                             \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │                                                                                           \n        │                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
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+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  │ engage C-suite buyers.                                                          \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  │ and full P&L accountability; develop and implement sales strategies; build execu\n                  │ C-level stakeholders; ensure sales excellence through forecasting and process op\n                  │ develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  │ Channel teams; champion innovation in sales methodologies and tools.            \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n nice_to_haves    │ Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  │ teams from early stage through scale; expertise in account-based selling and str\n                  │ management; strong analytical skills with proficiency in ACME and sales analytic\n                  │ developing talent with direct reports promoted to leadership roles; experience w\n                  │ sales models; passion for coaching and developing high-performing teams; leaders\n                  │ strategic thinking, communication, data-driven decision making, change managemen\n                  │ collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
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+            "data": {
+              "match_score": 28.0,
+              "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.",
+              "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate’s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.",
+              "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."
+            },
+            "data_text": " Attribute          ┃ Value                                                                         \n━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n match_score        │ 28.0                                                                          \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n strengths          │ The candidate demonstrates strong customer service, communication, and sales e\n                    │ environments, with a consistent record of performance excellence, including Em\n                    │ awards. They possess leadership experience through training coworkers and mana\n                    │ as well as organizational and promotional marketing skills. Their educational \n                    │ Design from a reputable program, with a high GPA and scholarship recognition, \n                    │ visual-strategic thinking, which could support marketing or client-facing pres\n                    │ sales roles.                                                                  \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n gaps               │ The candidate lacks any direct experience in SaaS, enterprise software, or clo\n                    │ which are central to the role. They have no demonstrated experience selling to\n                    │ or engaging C-suite executives. Their sales background is in retail and spa se\n                    │ high-value B2B or enterprise sales. There is no evidence of leading or scaling\n                    │ (60+), P&L or ARR ownership, strategic sales planning, or experience with sale\n                    │ ACME. The candidate’s experience level appears significantly below the 12+ yea\n                    │ enterprise sales leadership required, and there is no indication of an MBA or \n                    │ strategic competencies such as change management, cross-functional collaborati\n                    │ channel/partner sales models.                                                 \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n overall_assessment │ While the candidate exhibits strong foundational sales and customer service ab\n                    │ leadership in retail contexts, they are not a suitable match for this senior e\n                    │ leadership role. The position demands extensive experience in SaaS and enterpr\n                    │ a strategic level, which the candidate does not possess. Their background is b\n                    │ retail sales management or visual merchandising roles rather than scaling a $1\n",
+            "data_html": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate’s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></table>",
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E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
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E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
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+              "skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.",
+              "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.",
+              "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                                    JOHN DOE                             \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │                                                                                           \n        │                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.",
+              "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.",
+              "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.",
+              "achievements": "Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event."
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+            "data_text": " Attribute    ┃ Value                                                                               \n━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n skills       │ Graphic design, trend awareness, customer service, inventory management, display and\n              │ sales, communication, organizational skills, leadership, cash handling, promotional \n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n experience   │ Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandi\n              │ assisted customers using trend knowledge, managed inventory scanning, and processed \n              │ Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              │ communicated with clients, participated in promotional events, handled cash. Sales A\n              │ (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              │ Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              │ displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              │ Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n education    │ Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              │ 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n achievements │ Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of t\n              │ at Planet Beach, successful representation of Target as a Brand Ambassador at a coll\n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Dean&#x27;s List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event.</td></tr></table>",
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+              "skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.",
+              "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.",
+              "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.",
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+            "data_text": " Attribute    ┃ Value                                                                               \n━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n skills       │ Graphic design, trend awareness, customer service, inventory management, display and\n              │ sales, communication, organizational skills, leadership, cash handling, promotional \n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n experience   │ Sales Associate at American Eagle (July 2009 - present): Collaborated with store mer\n              │ assisted customers using trend knowledge, managed inventory scanning, and processed \n              │ Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              │ communicated with clients, participated in promotional events, handled cash. Sales A\n              │ (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              │ Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              │ displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              │ Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n education    │ Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              │ 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n achievements │ Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee o\n              │ (twice) at Planet Beach, participated in college brand promotion event for Target.  \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Recipient of the Twin Cities Iron Range Scholarship, Dean&#x27;s List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target.</td></tr></table>",
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+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
+            },
+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  │ engage C-suite buyers.                                                          \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  │ and full P&L accountability; develop and implement sales strategies; build execu\n                  │ C-level stakeholders; ensure sales excellence through forecasting and process op\n                  │ develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  │ Channel teams; champion innovation in sales methodologies and tools.            \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n nice_to_haves    │ Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  │ teams from early stage through scale; expertise in account-based selling and str\n                  │ management; strong analytical skills with proficiency in ACME and sales analytic\n                  │ developing talent with direct reports promoted to leadership roles; experience w\n                  │ sales models; passion for coaching and developing high-performing teams; leaders\n                  │ strategic thinking, communication, data-driven decision making, change managemen\n                  │ collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
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+              "match_score": 28.0,
+              "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.",
+              "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate’s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.",
+              "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."
+            },
+            "data_text": " Attribute          ┃ Value                                                                         \n━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n match_score        │ 28.0                                                                          \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n strengths          │ The candidate demonstrates strong customer service, communication, and sales e\n                    │ environments, with a consistent record of performance excellence, including Em\n                    │ awards. They possess leadership experience through training coworkers and mana\n                    │ as well as organizational and promotional marketing skills. Their educational \n                    │ Design from a reputable program, with a high GPA and scholarship recognition, \n                    │ visual-strategic thinking, which could support marketing or client-facing pres\n                    │ sales roles.                                                                  \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n gaps               │ The candidate lacks any direct experience in SaaS, enterprise software, or clo\n                    │ which are central to the role. They have no demonstrated experience selling to\n                    │ or engaging C-suite executives. Their sales background is in retail and spa se\n                    │ high-value B2B or enterprise sales. There is no evidence of leading or scaling\n                    │ (60+), P&L or ARR ownership, strategic sales planning, or experience with sale\n                    │ ACME. The candidate’s experience level appears significantly below the 12+ yea\n                    │ enterprise sales leadership required, and there is no indication of an MBA or \n                    │ strategic competencies such as change management, cross-functional collaborati\n                    │ channel/partner sales models.                                                 \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n overall_assessment │ While the candidate exhibits strong foundational sales and customer service ab\n                    │ leadership in retail contexts, they are not a suitable match for this senior e\n                    │ leadership role. The position demands extensive experience in SaaS and enterpr\n                    │ a strategic level, which the candidate does not possess. Their background is b\n                    │ retail sales management or visual merchandising roles rather than scaling a $1\n",
+            "data_html": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate’s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></table>",
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+            "concept": "CandidateProfile",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "PYKfy",
+            "data": {
+              "skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.",
+              "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.",
+              "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.",
+              "achievements": "Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event."
+            },
+            "data_text": " Attribute    ┃ Value                                                                               \n━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n skills       │ Graphic design, trend awareness, customer service, inventory management, display and\n              │ sales, communication, organizational skills, leadership, cash handling, promotional \n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n experience   │ Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandi\n              │ assisted customers using trend knowledge, managed inventory scanning, and processed \n              │ Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              │ communicated with clients, participated in promotional events, handled cash. Sales A\n              │ (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              │ Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              │ displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              │ Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n education    │ Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              │ 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n──────────────┼─────────────────────────────────────────────────────────────────────────────────────\n achievements │ Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of t\n              │ at Planet Beach, successful representation of Target as a Brand Ambassador at a coll\n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Dean&#x27;s List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event.</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "Wp2W2",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
+            },
+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  │ engage C-suite buyers.                                                          \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  │ and full P&L accountability; develop and implement sales strategies; build execu\n                  │ C-level stakeholders; ensure sales excellence through forecasting and process op\n                  │ develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  │ Channel teams; champion innovation in sales methodologies and tools.            \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n nice_to_haves    │ Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  │ teams from early stage through scale; expertise in account-based selling and str\n                  │ management; strong analytical skills with proficiency in ACME and sales analytic\n                  │ developing talent with direct reports promoted to leadership roles; experience w\n                  │ sales models; passion for coaching and developing high-performing teams; leaders\n                  │ strategic thinking, communication, data-driven decision making, change managemen\n                  │ collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "CjbDQ-branch-0",
+            "data": {
+              "match_score": 28.0,
+              "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.",
+              "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.",
+              "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."
+            },
+            "data_text": " Attribute          ┃ Value                                                                         \n━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n match_score        │ 28.0                                                                          \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n strengths          │ The candidate demonstrates strong customer service, communication, and sales e\n                    │ environments, with a consistent record of client engagement, promotional marke\n                    │ collaboration. They have hands-on experience in visual merchandising, inventor\n                    │ training or leading peers, supported by recognition such as Employee of the Mo\n                    │ Their Bachelor of Science in Graphic Design and practical trend awareness indi\n                    │ brand-consciousness, while their volunteer role as a Brand Ambassador shows in\n                    │ a major corporation on campus.                                                \n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n gaps               │ The candidate lacks any direct experience in SaaS sales, enterprise software, \n                    │ and has no demonstrated track record of selling to Fortune 500 companies or en\n                    │ executives. They do not meet the 12+ years of relevant experience requirement,\n                    │ high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evide\n                    │ sales teams (60+ members), strategic sales planning, or using advanced sales a\n                    │ ACME. Additionally, the candidate has not shown experience in CRM platforms, a\n                    │ channel/partner sales, or cross-functional leadership with Product or Customer\n────────────────────┼───────────────────────────────────────────────────────────────────────────────\n overall_assessment │ While the candidate exhibits solid foundational skills in sales, customer serv\n                    │ presentation within retail and spa environments, they are not a suitable fit f\n                    │ enterprise sales leadership role. The position demands extensive experience in\n                    │ scale, executive engagement, and team leadership far beyond the candidate's cu\n                    │ qualifications align better with retail or consumer-facing sales roles rather \n                    │ enterprise sales leadership.                                                  \n",
+            "data_html": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    }
+  ],
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+      "kind": "contains",
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+    },
+    {
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+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_10",
+      "kind": "contains",
+      "label": null,
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_10",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_4",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_11",
+      "kind": "contains",
+      "label": null,
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_11",
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+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_2",
+      "kind": "data",
+      "label": "job_offer_pages",
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_12",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_2",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_4",
+      "kind": "data",
+      "label": "job_requirements",
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_13",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_2",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_6",
+      "kind": "data",
+      "label": "job_requirements",
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_14",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_7",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_8",
+      "kind": "data",
+      "label": "cv_pages",
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_15",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_5",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_9",
+      "kind": "data",
+      "label": "cv_pages",
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_16",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_8",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_10",
+      "kind": "data",
+      "label": "candidate_profile",
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_17",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_2",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_10",
+      "kind": "data",
+      "label": "job_requirements",
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_18",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_9",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_11",
+      "kind": "data",
+      "label": "candidate_profile",
+      "meta": {}
+    },
+    {
+      "id": "99c87409-4150-4c21-9135-831873dc0c5f:edge_19",
+      "source": "99c87409-4150-4c21-9135-831873dc0c5f:node_2",
+      "target": "99c87409-4150-4c21-9135-831873dc0c5f:node_11",
+      "kind": "data",
+      "label": "job_requirements",
+      "meta": {}
+    }
+  ],
+  "meta": {}
+}
\ No newline at end of file
diff --git a/cv_match_scw/inputs.json b/examples/cv_batch/inputs.json
similarity index 100%
rename from cv_match_scw/inputs.json
rename to examples/cv_batch/inputs.json
diff --git a/examples/cv_batch/mermaidflow.html b/examples/cv_batch/mermaidflow.html
new file mode 100644
index 0000000..aba700f
--- /dev/null
+++ b/examples/cv_batch/mermaidflow.html
@@ -0,0 +1,830 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Pipeline: Batch Analyze Cvs For Job Offer</title>
+<script src="https://cdn.jsdelivr.net/npm/mermaid@11.4.1/dist/mermaid.min.js" integrity="sha384-rbtjAdnIQE/aQJGEgXrVUlMibdfTSa4PQju4HDhN3sR2PmaKFzhEafuePsl9H/9I" crossorigin="anonymous"></script>
+<!-- DOMPurify for HTML sanitization (XSS prevention) -->
+<script src="https://cdn.jsdelivr.net/npm/dompurify@3.2.4/dist/purify.min.js" integrity="sha384-eEu5CTj3qGvu9PdJuS+YlkNi7d2XxQROAFYOr59zgObtlcux1ae1Il3u7jvdCSWu" crossorigin="anonymous"></script>
+    <style>
+body {
+    font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
+    margin: 0;
+    padding: 20px;
+    background-color: var(--bg-color, #f5f5f5);
+    transition: background-color 0.3s;
+}
+.header {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 20px;
+}
+h1 {
+    color: var(--text-color, #333);
+    margin: 0;
+    transition: color 0.3s;
+}
+.theme-selector {
+    display: flex;
+    align-items: center;
+    gap: 8px;
+}
+.theme-selector label {
+    font-size: 14px;
+    color: var(--label-color, #666);
+    transition: color 0.3s;
+}
+.theme-selector select {
+    padding: 6px 12px;
+    border-radius: 6px;
+    border: 1px solid var(--border-color, #ccc);
+    background: var(--select-bg, white);
+    color: var(--text-color, #333);
+    font-size: 14px;
+    cursor: pointer;
+    transition: all 0.3s;
+}
+.theme-selector select:hover {
+    border-color: var(--border-hover, #999);
+}
+.mermaid-container {
+    background-color: var(--container-bg, white);
+    border-radius: 8px;
+    padding: 20px;
+    box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+    transition: background-color 0.3s;
+}
+.mermaid {
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Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"}, "images": []}, "page_view": null}]}, "s_24afc92797": {"required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.", "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.", "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.", "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; 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E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"}, "images": []}, "page_view": null}]}, "s_bb973940a0": {"match_score": 28.0, "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.", "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. 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Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"}, "images": []}, "page_view": null}]}, "s_e74b4cb5bd": {"skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.", "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.", "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.", "achievements": "Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target."}, "s_b78a3a85b6": {"skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.", "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.", "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.", "achievements": "Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event."}};
+const stuffDataText = {"s_f26c93d1bf": "    1    \u2502  Attribute          \u2503 Value                                                              \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score        \u2502 28.0                                                               \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths          \u2502 The candidate demonstrates strong customer service, communication, \n         \u2502                     \u2502 across retail environments, with a consistent record of client enga\n         \u2502                     \u2502 marketing, and team collaboration. They have hands-on experience in\n         \u2502                     \u2502 inventory management, and training or leading peers, supported by r\n         \u2502                     \u2502 Employee of the Month and academic honors. Their Bachelor of Scienc\n         \u2502                     \u2502 and practical trend awareness indicate creativity and brand-conscio\n         \u2502                     \u2502 volunteer role as a Brand Ambassador shows initiative in representi\n         \u2502                     \u2502 on campus.                                                         \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise\n         \u2502                     \u2502 infrastructure, and has no demonstrated track record of selling to \n         \u2502                     \u2502 or engaging C-suite executives. They do not meet the 12+ years of r\n         \u2502                     \u2502 requirement, particularly in high-scale revenue ownership ($180M+ A\n         \u2502                     \u2502 There is no evidence of leading large sales teams (60+ members), st\n         \u2502                     \u2502 planning, or using advanced sales analytics tools like ACME. Additi\n         \u2502                     \u2502 has not shown experience in CRM platforms, account-based selling, c\n         \u2502                     \u2502 or cross-functional leadership with Product or Customer Success tea\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, cu\n         \u2502                     \u2502 visual presentation within retail and spa environments, they are no\n         \u2502                     \u2502 this senior enterprise sales leadership role. The position demands \n         \u2502                     \u2502 in technology sales at scale, executive engagement, and team leader\n         \u2502                     \u2502 candidate's current background. Their qualifications align better w\n         \u2502                     \u2502 consumer-facing sales roles rather than B2B SaaS and enterprise sal\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute          \u2503 Value                                                              \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score        \u2502 28.0                                                               \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths          \u2502 The candidate demonstrates strong customer service, communication, \n         \u2502                     \u2502 across retail environments, with a consistent record of performance\n         \u2502                     \u2502 Employee of the Month awards. They possess leadership experience th\n         \u2502                     \u2502 coworkers and managing daily operations, as well as organizational \n         \u2502                     \u2502 marketing skills. Their educational background in Graphic Design fr\n         \u2502                     \u2502 program, with a high GPA and scholarship recognition, indicates dis\n         \u2502                     \u2502 visual-strategic thinking, which could support marketing or client-\n         \u2502                     \u2502 elements in sales roles.                                           \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise softw\n         \u2502                     \u2502 infrastructure sales, which are central to the role. They have no d\n         \u2502                     \u2502 selling to Fortune 500 companies or engaging C-suite executives. Th\n         \u2502                     \u2502 is in retail and spa services, not in high-value B2B or enterprise \n         \u2502                     \u2502 evidence of leading or scaling a large sales team (60+), P&L or ARR\n         \u2502                     \u2502 sales planning, or experience with sales analytics tools like ACME.\n         \u2502                     \u2502 experience level appears significantly below the 12+ years of relev\n         \u2502                     \u2502 leadership required, and there is no indication of an MBA or execut\n         \u2502                     \u2502 competencies such as change management, cross-functional collaborat\n         \u2502                     \u2502 channel/partner sales models.                                      \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer\n         \u2502                     \u2502 along with leadership in retail contexts, they are not a suitable m\n         \u2502                     \u2502 enterprise sales leadership role. The position demands extensive ex\n         \u2502                     \u2502 enterprise sales leadership at a strategic level, which the candida\n         \u2502                     \u2502 Their background is better aligned with retail sales management or \n         \u2502                     \u2502 roles rather than scaling a $180M+ ARR business unit.              \n", "s_de3cddc574": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_a91b083b7c": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_7a4cc9c986": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n", "s_24afc92797": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  \u2502 engage C-suite buyers.                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  \u2502 and full P&L accountability; develop and implement sales strategies; build execu\n                  \u2502 C-level stakeholders; ensure sales excellence through forecasting and process op\n                  \u2502 develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  \u2502 Channel teams; champion innovation in sales methodologies and tools.            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves    \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  \u2502 teams from early stage through scale; expertise in account-based selling and str\n                  \u2502 management; strong analytical skills with proficiency in ACME and sales analytic\n                  \u2502 developing talent with direct reports promoted to leadership roles; experience w\n                  \u2502 sales models; passion for coaching and developing high-performing teams; leaders\n                  \u2502 strategic thinking, communication, data-driven decision making, change managemen\n                  \u2502 collaboration, and diversity, equity, and inclusion advocacy.                   \n", "s_a760c250f9": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of client engagement, promotional marke\n                    \u2502 collaboration. They have hands-on experience in visual merchandising, inventor\n                    \u2502 training or leading peers, supported by recognition such as Employee of the Mo\n                    \u2502 Their Bachelor of Science in Graphic Design and practical trend awareness indi\n                    \u2502 brand-consciousness, while their volunteer role as a Brand Ambassador shows in\n                    \u2502 a major corporation on campus.                                                \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise software, \n                    \u2502 and has no demonstrated track record of selling to Fortune 500 companies or en\n                    \u2502 executives. They do not meet the 12+ years of relevant experience requirement,\n                    \u2502 high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evide\n                    \u2502 sales teams (60+ members), strategic sales planning, or using advanced sales a\n                    \u2502 ACME. Additionally, the candidate has not shown experience in CRM platforms, a\n                    \u2502 channel/partner sales, or cross-functional leadership with Product or Customer\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, customer serv\n                    \u2502 presentation within retail and spa environments, they are not a suitable fit f\n                    \u2502 enterprise sales leadership role. The position demands extensive experience in\n                    \u2502 scale, executive engagement, and team leadership far beyond the candidate's cu\n                    \u2502 qualifications align better with retail or consumer-facing sales roles rather \n                    \u2502 enterprise sales leadership.                                                  \n", "s_5dddb7a6a4": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_cda7e40750": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_bb973940a0": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of performance excellence, including Em\n                    \u2502 awards. They possess leadership experience through training coworkers and mana\n                    \u2502 as well as organizational and promotional marketing skills. Their educational \n                    \u2502 Design from a reputable program, with a high GPA and scholarship recognition, \n                    \u2502 visual-strategic thinking, which could support marketing or client-facing pres\n                    \u2502 sales roles.                                                                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise software, or clo\n                    \u2502 which are central to the role. They have no demonstrated experience selling to\n                    \u2502 or engaging C-suite executives. Their sales background is in retail and spa se\n                    \u2502 high-value B2B or enterprise sales. There is no evidence of leading or scaling\n                    \u2502 (60+), P&L or ARR ownership, strategic sales planning, or experience with sale\n                    \u2502 ACME. The candidate\u2019s experience level appears significantly below the 12+ yea\n                    \u2502 enterprise sales leadership required, and there is no indication of an MBA or \n                    \u2502 strategic competencies such as change management, cross-functional collaborati\n                    \u2502 channel/partner sales models.                                                 \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer service ab\n                    \u2502 leadership in retail contexts, they are not a suitable match for this senior e\n                    \u2502 leadership role. The position demands extensive experience in SaaS and enterpr\n                    \u2502 a strategic level, which the candidate does not possess. Their background is b\n                    \u2502 retail sales management or visual merchandising roles rather than scaling a $1\n", "s_de12eb4319": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_fe9159207f": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_e74b4cb5bd": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with store mer\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee o\n              \u2502 (twice) at Planet Beach, participated in college brand promotion event for Target.  \n", "s_b78a3a85b6": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandi\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of t\n              \u2502 at Planet Beach, successful representation of Target as a Brand Ambassador at a coll\n"};
+const stuffDataHtml = {"s_f26c93d1bf": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></tbody></table>", "s_de3cddc574": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_a91b083b7c": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_7a4cc9c986": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_24afc92797": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>", "s_a760c250f9": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr></table>", "s_5dddb7a6a4": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_cda7e40750": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_bb973940a0": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></table>", "s_de12eb4319": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_fe9159207f": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_e74b4cb5bd": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Recipient of the Twin Cities Iron Range Scholarship, Dean&#x27;s List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target.</td></tr></table>", "s_b78a3a85b6": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Dean&#x27;s List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event.</td></tr></table>"};
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+    result = result.replace(
+        /classDef\s+pipe_failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+        `classDef pipe_failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+    );
+    result = result.replace(
+        /classDef\s+stuff\s+fill:[^,]+,stroke:[^,]+/g,
+        `classDef stuff fill:${palette.stuff.fill},stroke:${palette.stuff.stroke}`
+    );
+
+    // Replace subgraph fill colors (style sg_xxx fill:#xxx)
+    const subgraphColors = palette.subgraph;
+    let colorIndex = 0;
+    result = result.replace(
+        /style\s+(sg_[^\s]+)\s+fill:#[a-fA-F0-9]+/g,
+        (match, subgraphId) => {
+            const color = subgraphColors[colorIndex % subgraphColors.length];
+            colorIndex++;
+            return `style ${subgraphId} fill:${color}`;
+        }
+    );
+
+    return result;
+}
+
+function initMermaid(theme) {
+    mermaid.initialize({
+        startOnLoad: false,
+        theme: theme,
+        flowchart: {
+            useMaxWidth: true,
+            htmlLabels: true,
+            curve: 'basis'
+        }
+    });
+}
+
+function attachClickHandlers() {
+    // Wait for mermaid to render, then attach click handlers
+    setTimeout(() => {
+        const svgContainer = document.querySelector('.mermaid svg');
+        if (!svgContainer) return;
+
+        // Find nodes by their flowchart IDs - use any available data source
+        const allStuffIds = new Set([
+            ...Object.keys(stuffDataJson || {}),
+            ...Object.keys(stuffDataText || {}),
+            ...Object.keys(stuffDataHtml || {})
+        ]);
+
+        for (const stuffId of allStuffIds) {
+            // Mermaid generates IDs like 'flowchart-s_xxx-123'
+            const nodes = svgContainer.querySelectorAll(`[id^="flowchart-${stuffId}"]`);
+            nodes.forEach(node => {
+                node.classList.add('clickable-stuff');
+                node.addEventListener('click', (e) => {
+                    e.stopPropagation();
+                    showModal(stuffId);
+                });
+            });
+        }
+    }, 500);
+}
+
+async function renderDiagram(theme) {
+    const container = document.getElementById('mermaid-diagram');
+    const themedCode = applyThemeColors(mermaidCode, theme);
+    container.innerHTML = themedCode;
+    container.removeAttribute('data-processed');
+    applyPageTheme(theme);
+    initMermaid(theme);
+    await mermaid.run({ nodes: [container] });
+    attachClickHandlers();
+}
+
+// Set initial theme in dropdown
+document.getElementById('theme-select').value = currentTheme;
+
+// Handle theme change
+document.getElementById('theme-select').addEventListener('change', async (e) => {
+    currentTheme = e.target.value;
+    await renderDiagram(currentTheme);
+});
+
+// Initial render on page load
+renderDiagram(currentTheme);
+
+// Set up format tab handlers
+document.querySelectorAll('.format-tab').forEach(tab => {
+    tab.addEventListener('click', () => {
+        if (tab.disabled) return;
+        const format = tab.dataset.format;
+        setFormat(format);
+    });
+});
+
+function setFormat(format) {
+    currentFormat = format;
+    // Update tab styling
+    document.querySelectorAll('.format-tab').forEach(t => t.classList.remove('active'));
+    document.getElementById(`tab-${format}`).classList.add('active');
+    // Re-render content if modal is open
+    if (currentStuffId) {
+        renderContent(currentStuffId, format);
+    }
+}
+
+function renderContent(stuffId, format) {
+    const content = document.getElementById('modal-content');
+    content.classList.remove('html-content', 'text-content', 'pdf-content', 'image-content');
+
+    // Handle PDF content type with iframe viewer
+    const contentType = stuffContentType?.[stuffId];
+    const jsonData = stuffDataJson?.[stuffId];
+
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            content.classList.add('pdf-content');
+            content.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none; min-height:500px;';
+            content.appendChild(iframe);
+            updateOpenExternalButton(stuffId, contentType, jsonData);
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            content.classList.add('image-content');
+            content.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            content.appendChild(img);
+            updateOpenExternalButton(stuffId, contentType, jsonData);
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        const data = stuffDataJson?.[stuffId];
+        content.innerHTML = '';
+        content.textContent = data ? JSON.stringify(data, null, 2) : 'No JSON data available';
+    } else if (format === 'text') {
+        const data = stuffDataText?.[stuffId];
+        content.classList.add('text-content');
+        content.innerHTML = '';
+        content.textContent = data || 'No text data available';
+    } else if (format === 'html') {
+        const data = stuffDataHtml?.[stuffId];
+        if (data) {
+            content.classList.add('html-content');
+            content.innerHTML = DOMPurify.sanitize(data);
+            makeLinksOpenInNewWindow(content);
+        } else {
+            content.innerHTML = '';
+            content.textContent = 'No HTML data available';
+        }
+    }
+
+    updateOpenExternalButton(stuffId, contentType, jsonData);
+}
+
+// Update visibility of the "open in new window" button (PDF only)
+function updateOpenExternalButton(stuffId, contentType, jsonData) {
+    const openExternalBtn = document.getElementById('open-external-btn');
+    if (!openExternalBtn) return;
+
+    const url = extractUrl(jsonData);
+    // Only show for PDFs (images are handled by the download button)
+    const shouldShow = contentType === 'application/pdf' && !!url;
+    openExternalBtn.style.display = shouldShow ? '' : 'none';
+}
+
+function updateTabAvailability(stuffId) {
+    const jsonTab = document.getElementById('tab-json');
+    const textTab = document.getElementById('tab-text');
+    const htmlTab = document.getElementById('tab-html');
+
+    jsonTab.disabled = !stuffDataJson?.[stuffId];
+    textTab.disabled = !stuffDataText?.[stuffId];
+
+    // For PDF and image content types, the tab can render from JSON data via extractUrl()
+    const contentType = stuffContentType?.[stuffId];
+    const jsonData = stuffDataJson?.[stuffId];
+    const canRenderFromJson = (contentType === 'application/pdf' || contentType?.startsWith('image/')) && extractUrl(jsonData);
+    htmlTab.disabled = !stuffDataHtml?.[stuffId] && !canRenderFromJson;
+
+    // Update HTML tab label based on content type
+    if (contentType === 'application/pdf') {
+        htmlTab.textContent = 'PDF';
+    } else if (contentType?.startsWith('image/')) {
+        htmlTab.textContent = 'Image';
+    } else {
+        htmlTab.textContent = 'HTML';
+    }
+
+    // Find first available format (HTML -> JSON -> Pretty)
+    if (!htmlTab.disabled) return 'html';
+    if (!jsonTab.disabled) return 'json';
+    if (!textTab.disabled) return 'text';
+    return 'html';
+}
+
+function showModal(stuffId) {
+    currentStuffId = stuffId;
+    const modal = document.getElementById('data-modal');
+    const overlay = document.getElementById('modal-overlay');
+    const title = document.getElementById('modal-title');
+
+    // Build title from metadata (name + concept as primary, ID as secondary)
+    const meta = stuffMetadata?.[stuffId];
+    if (meta && (meta.name || meta.concept)) {
+        const primaryParts = [];
+        if (meta.name) primaryParts.push(escapeHtml(meta.name));
+        if (meta.concept) primaryParts.push(`(${escapeHtml(meta.concept)})`);
+        const primary = `<span class="data-modal-title-primary">${primaryParts.join(' ')}</span>`;
+        const secondary = `<span class="data-modal-title-secondary">${escapeHtml(stuffId)}</span>`;
+        title.innerHTML = primary + secondary;
+    } else {
+        title.innerHTML = `<span class="data-modal-title-primary">${escapeHtml(stuffId)}</span>`;
+    }
+
+    // Update tab availability and select best format
+    const availableFormat = updateTabAvailability(stuffId);
+
+    // If current format is not available, switch to available one
+    const currentTab = document.getElementById(`tab-${currentFormat}`);
+    if (currentTab.disabled) {
+        setFormat(availableFormat);
+    } else {
+        renderContent(stuffId, currentFormat);
+    }
+
+    modal.style.display = 'block';
+    overlay.style.display = 'block';
+}
+
+function hideModal() {
+    document.getElementById('data-modal').style.display = 'none';
+    document.getElementById('modal-overlay').style.display = 'none';
+    currentStuffId = null;
+}
+
+// Get current content based on format
+function getCurrentContent() {
+    if (!currentStuffId) return null;
+
+    if (currentFormat === 'json') {
+        const data = stuffDataJson?.[currentStuffId];
+        if (!data) return null;
+        return { content: JSON.stringify(data, null, 2), ext: 'json', mime: 'application/json' };
+    } else if (currentFormat === 'text') {
+        const data = stuffDataText?.[currentStuffId];
+        if (!data) return null;
+        return { content: data, ext: 'txt', mime: 'text/plain' };
+    } else if (currentFormat === 'html') {
+        const data = stuffDataHtml?.[currentStuffId];
+        if (!data) return null;
+        return { content: data, ext: 'html', mime: 'text/html' };
+    }
+    return null;
+}
+
+// Copy content to clipboard
+function copyContent() {
+    const data = getCurrentContent();
+    if (!data) return;
+
+    navigator.clipboard.writeText(data.content).then(() => {
+        const btn = document.getElementById('copy-btn');
+        const checkIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+        const copyIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+            'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+            'm0 16H8V7h11v14z"/></svg>';
+        btn.innerHTML = checkIcon;
+        btn.classList.add('copied');
+        setTimeout(() => {
+            btn.innerHTML = copyIcon;
+            btn.classList.remove('copied');
+        }, 1500);
+    });
+}
+
+// Download content as file
+function downloadContent() {
+    if (!currentStuffId) return;
+
+    // Get name from metadata or use ID
+    const meta = stuffMetadata?.[currentStuffId];
+    const baseName = meta?.name || currentStuffId || 'data';
+    const contentType = stuffContentType?.[currentStuffId];
+    const jsonData = stuffDataJson?.[currentStuffId];
+
+    // For images, download the actual image file directly
+    if (contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            const ext = contentType.split('/')[1] || 'png';
+            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${ext}`;
+            const link = document.createElement('a');
+            link.href = imageUrl;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            return;
+        }
+    }
+
+    // For PDFs, download the actual PDF file directly
+    // Must fetch and create blob to work around cross-origin download restrictions
+    if (contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.pdf`;
+            fetch(pdfUrl)
+                .then(response => response.blob())
+                .then(blob => {
+                    const url = URL.createObjectURL(blob);
+                    const link = document.createElement('a');
+                    link.href = url;
+                    link.download = filename;
+                    document.body.appendChild(link);
+                    link.click();
+                    document.body.removeChild(link);
+                    URL.revokeObjectURL(url);
+                })
+                .catch(err => {
+                    console.error('Failed to download PDF:', err);
+                    window.open(pdfUrl, '_blank');
+                });
+            return;
+        }
+    }
+
+    const data = getCurrentContent();
+    if (!data) return;
+
+    const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
+    const blob = new Blob([data.content], { type: data.mime });
+    const url = URL.createObjectURL(blob);
+    const link = document.createElement('a');
+    link.href = url;
+    link.download = filename;
+    document.body.appendChild(link);
+    link.click();
+    document.body.removeChild(link);
+    URL.revokeObjectURL(url);
+}
+
+// Close modal when clicking overlay
+document.getElementById('modal-overlay').addEventListener('click', hideModal);
+
+// Close modal with Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') hideModal();
+});
+
+// Open external URL for PDF content
+function openExternal() {
+    if (!currentStuffId) return;
+    const contentType = stuffContentType?.[currentStuffId];
+    const jsonData = stuffDataJson?.[currentStuffId];
+
+    if (contentType === 'application/pdf') {
+        const url = extractUrl(jsonData);
+        if (url) {
+            window.open(url, '_blank', 'noopener,noreferrer');
+        }
+    }
+}
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/examples/cv_batch/reactflow.html b/examples/cv_batch/reactflow.html
new file mode 100644
index 0000000..8ab5d2a
--- /dev/null
+++ b/examples/cv_batch/reactflow.html
@@ -0,0 +1,4045 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Pipeline: Batch Analyze Cvs For Job Offer</title>
+<!-- React and ReactDOM from CDN -->
+<script crossorigin="anonymous" src="https://unpkg.com/react@18/umd/react.production.min.js" integrity="sha384-DGyLxAyjq0f9SPpVevD6IgztCFlnMF6oW/XQGmfe+IsZ8TqEiDrcHkMLKI6fiB/Z"></script>
+<script crossorigin="anonymous" src="https://unpkg.com/react-dom@18/umd/react-dom.production.min.js" integrity="sha384-gTGxhz21lVGYNMcdJOyq01Edg0jhn/c22nsx0kyqP0TxaV5WVdsSH1fSDUf5YJj1"></script>
+<!-- ReactFlow from CDN (v11 - using reactflow package for UMD support) -->
+<script src="https://unpkg.com/reactflow@11.11.4/dist/umd/index.js" integrity="sha384-lA1w00Vex5qXDv4/xYJO/e8SCjfdlNghbTP+s+2zl37rCEAC7trsSRpYrv/JQy5y" crossorigin="anonymous"></script>
+<link rel="stylesheet" href="https://unpkg.com/reactflow@11.11.4/dist/style.css">
+<!-- Dagre for layout -->
+<script src="https://unpkg.com/dagre@0.8.5/dist/dagre.min.js" integrity="sha384-2IH3T69EIKYC4c+RXZifZRvaH5SRUdacJW7j6HtE5rQbvLhKKdawxq6vpIzJ7j9M" crossorigin="anonymous"></script>
+<!-- DOMPurify for HTML sanitization (XSS prevention) -->
+<script src="https://cdn.jsdelivr.net/npm/dompurify@3.2.4/dist/purify.min.js" integrity="sha384-eEu5CTj3qGvu9PdJuS+YlkNi7d2XxQROAFYOr59zgObtlcux1ae1Il3u7jvdCSWu" crossorigin="anonymous"></script>
+<!-- Google Fonts -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@500&family=Inter:wght@400;600&display=swap" rel="stylesheet">
+    <style>
+/* Dark theme (default) */
+:root, [data-theme="dark"] {
+    --color-bg: #0f172a;
+    --color-surface: #1e293b;
+    --color-surface-hover: #334155;
+    --color-border: #334155;
+    --color-text: #f1f5f9;
+    --color-text-muted: #94a3b8;
+    --color-text-dim: #64748b;
+    --color-accent: #3b82f6;
+    --color-accent-hover: #60a5fa;
+    --color-success: #10b981;
+    --color-success-bg: rgba(16, 185, 129, 0.15);
+    --color-error: #ef4444;
+    --color-error-bg: rgba(239, 68, 68, 0.15);
+    --color-warning: #f59e0b;
+    --color-stuff: #f59e0b;
+    --color-stuff-bg: rgba(245, 158, 11, 0.15);
+    --color-stuff-border: #d97706;
+    --color-stuff-text: #fef3c7;
+    --color-stuff-text-dim: #fcd34d;
+    --color-pipe: #3b82f6;
+    --color-pipe-bg: rgba(59, 130, 246, 0.1);
+    --color-pipe-text: #dbeafe;
+    --color-pipe-failed: #ef4444;
+    --color-pipe-failed-bg: rgba(239, 68, 68, 0.15);
+    --font-sans: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
+    --font-mono: 'JetBrains Mono', 'Monaco', 'Menlo', monospace;
+    --radius-sm: 4px;
+    --radius-md: 8px;
+    --radius-lg: 12px;
+    --radius-pill: 999px;
+    --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.3);
+    --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.4);
+    --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.5);
+}
+/* Light theme */
+[data-theme="light"] {
+    --color-bg: #f8fafc;
+    --color-surface: #ffffff;
+    --color-surface-hover: #f1f5f9;
+    --color-border: #e2e8f0;
+    --color-text: #1e293b;
+    --color-text-muted: #64748b;
+    --color-text-dim: #94a3b8;
+    --color-accent: #3b82f6;
+    --color-accent-hover: #2563eb;
+    --color-success: #10b981;
+    --color-success-bg: rgba(16, 185, 129, 0.1);
+    --color-error: #ef4444;
+    --color-error-bg: rgba(239, 68, 68, 0.1);
+    --color-warning: #f59e0b;
+    --color-stuff: #f59e0b;
+    --color-stuff-bg: rgba(245, 158, 11, 0.1);
+    --color-stuff-border: #d97706;
+    --color-stuff-text: #78350f;
+    --color-stuff-text-dim: #92400e;
+    --color-pipe: #3b82f6;
+    --color-pipe-bg: rgba(59, 130, 246, 0.08);
+    --color-pipe-text: #1e3a8a;
+    --color-pipe-failed: #ef4444;
+    --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
+    --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
+    --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
+    --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
+}
+/* System theme - follows OS preference */
+@media (prefers-color-scheme: light) {
+    [data-theme="system"] {
+        --color-bg: #f8fafc;
+        --color-surface: #ffffff;
+        --color-surface-hover: #f1f5f9;
+        --color-border: #e2e8f0;
+        --color-text: #1e293b;
+        --color-text-muted: #64748b;
+        --color-text-dim: #94a3b8;
+        --color-accent: #3b82f6;
+        --color-accent-hover: #2563eb;
+        --color-success: #10b981;
+        --color-success-bg: rgba(16, 185, 129, 0.1);
+        --color-error: #ef4444;
+        --color-error-bg: rgba(239, 68, 68, 0.1);
+        --color-warning: #f59e0b;
+        --color-stuff: #f59e0b;
+        --color-stuff-bg: rgba(245, 158, 11, 0.1);
+        --color-stuff-border: #d97706;
+        --color-stuff-text: #78350f;
+        --color-stuff-text-dim: #92400e;
+        --color-pipe: #3b82f6;
+        --color-pipe-bg: rgba(59, 130, 246, 0.08);
+        --color-pipe-text: #1e3a8a;
+        --color-pipe-failed: #ef4444;
+        --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
+        --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
+        --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
+        --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
+    }
+}
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body {
+    font-family: var(--font-sans);
+    height: 100vh;
+    overflow: hidden;
+    background: var(--color-bg);
+    color: var(--color-text);
+}
+#app-container {
+    display: flex;
+    flex-direction: column;
+    height: 100vh;
+}
+.header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 12px 20px;
+    background: var(--color-surface);
+    border-bottom: 1px solid var(--color-border);
+    z-index: 100;
+}
+.header-left {
+    display: flex;
+    align-items: center;
+    gap: 16px;
+}
+.header-logo {
+    height: 28px;
+    width: auto;
+}
+.header-logo.dark-logo { display: block; }
+.header-logo.light-logo { display: none; }
+[data-theme="light"] .header-logo.dark-logo { display: none; }
+[data-theme="light"] .header-logo.light-logo { display: block; }
+@media (prefers-color-scheme: light) {
+    [data-theme="system"] .header-logo.dark-logo { display: none; }
+    [data-theme="system"] .header-logo.light-logo { display: block; }
+}
+.header-title {
+    font-size: 14px;
+    color: var(--color-text-muted);
+    font-weight: 500;
+}
+.theme-toggle {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 36px;
+    height: 36px;
+    background: var(--color-surface-hover);
+    border: 1px solid var(--color-border);
+    border-radius: var(--radius-md);
+    cursor: pointer;
+    transition: all 0.15s ease;
+    font-size: 16px;
+    line-height: 1;
+}
+.theme-toggle:hover {
+    background: var(--color-accent);
+    border-color: var(--color-accent);
+}
+.theme-icon { display: none; }
+.theme-icon.active { display: inline; }
+.stat-item {
+    display: flex;
+    align-items: center;
+    gap: 6px;
+    font-size: 13px;
+    color: var(--color-text-muted);
+}
+.stat-value {
+    font-weight: 600;
+    color: var(--color-text);
+}
+.stat-icon {
+    width: 16px;
+    height: 16px;
+    opacity: 0.7;
+}
+#root {
+    flex: 1;
+    width: 100%;
+    overflow: hidden;
+}
+.react-flow-container {
+    width: 100%;
+    height: 100%;
+    background: var(--color-bg);
+}
+.react-flow__node {
+    font-family: var(--font-sans);
+}
+.react-flow__background {
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+      "99c87409-4150-4c21-9135-831873dc0c5f:node_9": [
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+        "99c87409-4150-4c21-9135-831873dc0c5f:node_10"
+      ]
+    },
+    "search": {
+      "pipe_code:batch_analyze_cvs_for_job_offer": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_0"
+      ],
+      "pipe_type:PipeSequence": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_0",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_4",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_6"
+      ],
+      "status:succeeded": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_0",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_1",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_2",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_3",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_4",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_5",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_6",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_7",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_8",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_9",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_10",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_11"
+      ],
+      "pipe_code:extract_job_offer": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_1"
+      ],
+      "pipe_type:PipeExtract": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_1",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_5",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_7"
+      ],
+      "pipe_code:analyze_job_requirements": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_2"
+      ],
+      "pipe_type:PipeLLM": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_2",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_8",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_9",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_10",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_11"
+      ],
+      "pipe_code:process_cv_batch": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_3"
+      ],
+      "pipe_type:PipeBatch": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_3"
+      ],
+      "pipe_code:process_cv": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_4",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_6"
+      ],
+      "pipe_code:extract_cv": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_5",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_7"
+      ],
+      "pipe_code:analyze_cv": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_8",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_9"
+      ],
+      "pipe_code:analyze_match": [
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_10",
+        "99c87409-4150-4c21-9135-831873dc0c5f:node_11"
+      ]
+    }
+  },
+  "payloads": null
+}</script>
+<!-- Embedded GraphSpec (for dataflow extraction) -->
+<script type="application/json" id="pipelex-graphspec">{
+  "graph_id": "99c87409-4150-4c21-9135-831873dc0c5f",
+  "created_at": "2026-01-09T15:12:15.441734Z",
+  "pipeline_ref": {
+    "domain": "cv_job_matching",
+    "main_pipe": "batch_analyze_cvs_for_job_offer",
+    "entrypoint": null
+  },
+  "nodes": [
+    {
+      "node_id": "99c87409-4150-4c21-9135-831873dc0c5f:node_0",
+      "kind": "controller",
+      "pipe_code": "batch_analyze_cvs_for_job_offer",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:12:15.447388Z",
+        "ended_at": "2026-01-09T15:13:00.900519Z",
+        "duration_ms": 45453
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "job_offer_pdf",
+            "concept": "PDF",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "29t4Y",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "cvs",
+            "concept": "PDF",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "8YjGW",
+            "data": {
+              "items": [
+                {
+                  "url": "data/CVx5/CV-01.pdf"
+                },
+                {
+                  "url": "data/CVx5/CV-02.pdf"
+                }
+              ]
+            },
+            "data_text": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n",
+            "data_html": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analyses",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "WkYzt",
+            "data": {
+              "items": [
+                {
+                  "match_score": 28.0,
+                  "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.",
+                  "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.",
+                  "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."
+                },
+                {
+                  "match_score": 28.0,
+                  "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.",
+                  "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.",
+                  "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."
+                }
+              ]
+            },
+            "data_text": "    1    \u2502  Attribute          \u2503 Value                                                              \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score        \u2502 28.0                                                               \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths          \u2502 The candidate demonstrates strong customer service, communication, \n         \u2502                     \u2502 across retail environments, with a consistent record of client enga\n         \u2502                     \u2502 marketing, and team collaboration. They have hands-on experience in\n         \u2502                     \u2502 inventory management, and training or leading peers, supported by r\n         \u2502                     \u2502 Employee of the Month and academic honors. Their Bachelor of Scienc\n         \u2502                     \u2502 and practical trend awareness indicate creativity and brand-conscio\n         \u2502                     \u2502 volunteer role as a Brand Ambassador shows initiative in representi\n         \u2502                     \u2502 on campus.                                                         \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise\n         \u2502                     \u2502 infrastructure, and has no demonstrated track record of selling to \n         \u2502                     \u2502 or engaging C-suite executives. They do not meet the 12+ years of r\n         \u2502                     \u2502 requirement, particularly in high-scale revenue ownership ($180M+ A\n         \u2502                     \u2502 There is no evidence of leading large sales teams (60+ members), st\n         \u2502                     \u2502 planning, or using advanced sales analytics tools like ACME. Additi\n         \u2502                     \u2502 has not shown experience in CRM platforms, account-based selling, c\n         \u2502                     \u2502 or cross-functional leadership with Product or Customer Success tea\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, cu\n         \u2502                     \u2502 visual presentation within retail and spa environments, they are no\n         \u2502                     \u2502 this senior enterprise sales leadership role. The position demands \n         \u2502                     \u2502 in technology sales at scale, executive engagement, and team leader\n         \u2502                     \u2502 candidate's current background. Their qualifications align better w\n         \u2502                     \u2502 consumer-facing sales roles rather than B2B SaaS and enterprise sal\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute          \u2503 Value                                                              \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score        \u2502 28.0                                                               \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths          \u2502 The candidate demonstrates strong customer service, communication, \n         \u2502                     \u2502 across retail environments, with a consistent record of performance\n         \u2502                     \u2502 Employee of the Month awards. They possess leadership experience th\n         \u2502                     \u2502 coworkers and managing daily operations, as well as organizational \n         \u2502                     \u2502 marketing skills. Their educational background in Graphic Design fr\n         \u2502                     \u2502 program, with a high GPA and scholarship recognition, indicates dis\n         \u2502                     \u2502 visual-strategic thinking, which could support marketing or client-\n         \u2502                     \u2502 elements in sales roles.                                           \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise softw\n         \u2502                     \u2502 infrastructure sales, which are central to the role. They have no d\n         \u2502                     \u2502 selling to Fortune 500 companies or engaging C-suite executives. Th\n         \u2502                     \u2502 is in retail and spa services, not in high-value B2B or enterprise \n         \u2502                     \u2502 evidence of leading or scaling a large sales team (60+), P&L or ARR\n         \u2502                     \u2502 sales planning, or experience with sales analytics tools like ACME.\n         \u2502                     \u2502 experience level appears significantly below the 12+ years of relev\n         \u2502                     \u2502 leadership required, and there is no indication of an MBA or execut\n         \u2502                     \u2502 competencies such as change management, cross-functional collaborat\n         \u2502                     \u2502 channel/partner sales models.                                      \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer\n         \u2502                     \u2502 along with leadership in retail contexts, they are not a suitable m\n         \u2502                     \u2502 enterprise sales leadership role. The position demands extensive ex\n         \u2502                     \u2502 enterprise sales leadership at a strategic level, which the candida\n         \u2502                     \u2502 Their background is better aligned with retail sales management or \n         \u2502                     \u2502 roles rather than scaling a $180M+ ARR business unit.              \n",
+            "data_html": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  \u2502 engage C-suite buyers.                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  \u2502 and full P&L accountability; develop and implement sales strategies; build execu\n                  \u2502 C-level stakeholders; ensure sales excellence through forecasting and process op\n                  \u2502 develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  \u2502 Channel teams; champion innovation in sales methodologies and tools.            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves    \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  \u2502 teams from early stage through scale; expertise in account-based selling and str\n                  \u2502 management; strong analytical skills with proficiency in ACME and sales analytic\n                  \u2502 developing talent with direct reports promoted to leadership roles; experience w\n                  \u2502 sales models; passion for coaching and developing high-performing teams; leaders\n                  \u2502 strategic thinking, communication, data-driven decision making, change managemen\n                  \u2502 collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "99c87409-4150-4c21-9135-831873dc0c5f:node_3",
+      "kind": "controller",
+      "pipe_code": "process_cv_batch",
+      "pipe_type": "PipeBatch",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:12:31.974349Z",
+        "ended_at": "2026-01-09T15:13:00.894918Z",
+        "duration_ms": 28920
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cvs",
+            "concept": "PDF",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "8YjGW",
+            "data": {
+              "items": [
+                {
+                  "url": "data/CVx5/CV-01.pdf"
+                },
+                {
+                  "url": "data/CVx5/CV-02.pdf"
+                }
+              ]
+            },
+            "data_text": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n",
+            "data_html": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
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+          {
+            "name": "match_analyses",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "WkYzt",
+            "data": {
+              "items": [
+                {
+                  "match_score": 28.0,
+                  "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.",
+                  "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.",
+                  "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."
+                },
+                {
+                  "match_score": 28.0,
+                  "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.",
+                  "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.",
+                  "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."
+                }
+              ]
+            },
+            "data_text": "    1    \u2502  Attribute          \u2503 Value                                                              \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score        \u2502 28.0                                                               \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths          \u2502 The candidate demonstrates strong customer service, communication, \n         \u2502                     \u2502 across retail environments, with a consistent record of client enga\n         \u2502                     \u2502 marketing, and team collaboration. They have hands-on experience in\n         \u2502                     \u2502 inventory management, and training or leading peers, supported by r\n         \u2502                     \u2502 Employee of the Month and academic honors. Their Bachelor of Scienc\n         \u2502                     \u2502 and practical trend awareness indicate creativity and brand-conscio\n         \u2502                     \u2502 volunteer role as a Brand Ambassador shows initiative in representi\n         \u2502                     \u2502 on campus.                                                         \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise\n         \u2502                     \u2502 infrastructure, and has no demonstrated track record of selling to \n         \u2502                     \u2502 or engaging C-suite executives. They do not meet the 12+ years of r\n         \u2502                     \u2502 requirement, particularly in high-scale revenue ownership ($180M+ A\n         \u2502                     \u2502 There is no evidence of leading large sales teams (60+ members), st\n         \u2502                     \u2502 planning, or using advanced sales analytics tools like ACME. Additi\n         \u2502                     \u2502 has not shown experience in CRM platforms, account-based selling, c\n         \u2502                     \u2502 or cross-functional leadership with Product or Customer Success tea\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, cu\n         \u2502                     \u2502 visual presentation within retail and spa environments, they are no\n         \u2502                     \u2502 this senior enterprise sales leadership role. The position demands \n         \u2502                     \u2502 in technology sales at scale, executive engagement, and team leader\n         \u2502                     \u2502 candidate's current background. Their qualifications align better w\n         \u2502                     \u2502 consumer-facing sales roles rather than B2B SaaS and enterprise sal\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute          \u2503 Value                                                              \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score        \u2502 28.0                                                               \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths          \u2502 The candidate demonstrates strong customer service, communication, \n         \u2502                     \u2502 across retail environments, with a consistent record of performance\n         \u2502                     \u2502 Employee of the Month awards. They possess leadership experience th\n         \u2502                     \u2502 coworkers and managing daily operations, as well as organizational \n         \u2502                     \u2502 marketing skills. Their educational background in Graphic Design fr\n         \u2502                     \u2502 program, with a high GPA and scholarship recognition, indicates dis\n         \u2502                     \u2502 visual-strategic thinking, which could support marketing or client-\n         \u2502                     \u2502 elements in sales roles.                                           \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise softw\n         \u2502                     \u2502 infrastructure sales, which are central to the role. They have no d\n         \u2502                     \u2502 selling to Fortune 500 companies or engaging C-suite executives. Th\n         \u2502                     \u2502 is in retail and spa services, not in high-value B2B or enterprise \n         \u2502                     \u2502 evidence of leading or scaling a large sales team (60+), P&L or ARR\n         \u2502                     \u2502 sales planning, or experience with sales analytics tools like ACME.\n         \u2502                     \u2502 experience level appears significantly below the 12+ years of relev\n         \u2502                     \u2502 leadership required, and there is no indication of an MBA or execut\n         \u2502                     \u2502 competencies such as change management, cross-functional collaborat\n         \u2502                     \u2502 channel/partner sales models.                                      \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer\n         \u2502                     \u2502 along with leadership in retail contexts, they are not a suitable m\n         \u2502                     \u2502 enterprise sales leadership role. The position demands extensive ex\n         \u2502                     \u2502 enterprise sales leadership at a strategic level, which the candida\n         \u2502                     \u2502 Their background is better aligned with retail sales management or \n         \u2502                     \u2502 roles rather than scaling a $180M+ ARR business unit.              \n",
+            "data_html": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></tbody></table>",
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+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  \u2502 engage C-suite buyers.                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  \u2502 and full P&L accountability; develop and implement sales strategies; build execu\n                  \u2502 C-level stakeholders; ensure sales excellence through forecasting and process op\n                  \u2502 develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  \u2502 Channel teams; champion innovation in sales methodologies and tools.            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves    \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  \u2502 teams from early stage through scale; expertise in account-based selling and str\n                  \u2502 management; strong analytical skills with proficiency in ACME and sales analytic\n                  \u2502 developing talent with direct reports promoted to leadership roles; experience w\n                  \u2502 sales models; passion for coaching and developing high-performing teams; leaders\n                  \u2502 strategic thinking, communication, data-driven decision making, change managemen\n                  \u2502 collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
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+            "name": "Batch result 1 of match_analyses",
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+              "match_score": 28.0,
+              "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.",
+              "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.",
+              "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."
+            },
+            "data_text": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of client engagement, promotional marke\n                    \u2502 collaboration. They have hands-on experience in visual merchandising, inventor\n                    \u2502 training or leading peers, supported by recognition such as Employee of the Mo\n                    \u2502 Their Bachelor of Science in Graphic Design and practical trend awareness indi\n                    \u2502 brand-consciousness, while their volunteer role as a Brand Ambassador shows in\n                    \u2502 a major corporation on campus.                                                \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise software, \n                    \u2502 and has no demonstrated track record of selling to Fortune 500 companies or en\n                    \u2502 executives. They do not meet the 12+ years of relevant experience requirement,\n                    \u2502 high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evide\n                    \u2502 sales teams (60+ members), strategic sales planning, or using advanced sales a\n                    \u2502 ACME. Additionally, the candidate has not shown experience in CRM platforms, a\n                    \u2502 channel/partner sales, or cross-functional leadership with Product or Customer\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, customer serv\n                    \u2502 presentation within retail and spa environments, they are not a suitable fit f\n                    \u2502 enterprise sales leadership role. The position demands extensive experience in\n                    \u2502 scale, executive engagement, and team leadership far beyond the candidate's cu\n                    \u2502 qualifications align better with retail or consumer-facing sales roles rather \n                    \u2502 enterprise sales leadership.                                                  \n",
+            "data_html": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "99c87409-4150-4c21-9135-831873dc0c5f:node_6",
+      "kind": "controller",
+      "pipe_code": "process_cv",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:12:31.994842Z",
+        "ended_at": "2026-01-09T15:12:50.388434Z",
+        "duration_ms": 18393
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "PDF",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "8YjGW-branch-1",
+            "data": {
+              "url": "data/CVx5/CV-02.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "Wp2W2",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  \u2502 engage C-suite buyers.                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  \u2502 and full P&L accountability; develop and implement sales strategies; build execu\n                  \u2502 C-level stakeholders; ensure sales excellence through forecasting and process op\n                  \u2502 develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  \u2502 Channel teams; champion innovation in sales methodologies and tools.            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves    \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  \u2502 teams from early stage through scale; expertise in account-based selling and str\n                  \u2502 management; strong analytical skills with proficiency in ACME and sales analytic\n                  \u2502 developing talent with direct reports promoted to leadership roles; experience w\n                  \u2502 sales models; passion for coaching and developing high-performing teams; leaders\n                  \u2502 strategic thinking, communication, data-driven decision making, change managemen\n                  \u2502 collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "Batch result 2 of match_analyses",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "CjbDQ-branch-1",
+            "data": {
+              "match_score": 28.0,
+              "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.",
+              "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.",
+              "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."
+            },
+            "data_text": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of performance excellence, including Em\n                    \u2502 awards. They possess leadership experience through training coworkers and mana\n                    \u2502 as well as organizational and promotional marketing skills. Their educational \n                    \u2502 Design from a reputable program, with a high GPA and scholarship recognition, \n                    \u2502 visual-strategic thinking, which could support marketing or client-facing pres\n                    \u2502 sales roles.                                                                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise software, or clo\n                    \u2502 which are central to the role. They have no demonstrated experience selling to\n                    \u2502 or engaging C-suite executives. Their sales background is in retail and spa se\n                    \u2502 high-value B2B or enterprise sales. There is no evidence of leading or scaling\n                    \u2502 (60+), P&L or ARR ownership, strategic sales planning, or experience with sale\n                    \u2502 ACME. The candidate\u2019s experience level appears significantly below the 12+ yea\n                    \u2502 enterprise sales leadership required, and there is no indication of an MBA or \n                    \u2502 strategic competencies such as change management, cross-functional collaborati\n                    \u2502 channel/partner sales models.                                                 \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer service ab\n                    \u2502 leadership in retail contexts, they are not a suitable match for this senior e\n                    \u2502 leadership role. The position demands extensive experience in SaaS and enterpr\n                    \u2502 a strategic level, which the candidate does not possess. Their background is b\n                    \u2502 retail sales management or visual merchandising roles rather than scaling a $1\n",
+            "data_html": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></table>",
+            "extra": {}
+          }
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.",
+              "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.",
+              "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.",
+              "achievements": "Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target."
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+            "data_html": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Recipient of the Twin Cities Iron Range Scholarship, Dean&#x27;s List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target.</td></tr></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.",
+              "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.",
+              "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.",
+              "achievements": "Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event."
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+            "data_text": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandi\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of t\n              \u2502 at Planet Beach, successful representation of Target as a Brand Ambassador at a coll\n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Dean&#x27;s List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event.</td></tr></table>",
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+      "node_id": "99c87409-4150-4c21-9135-831873dc0c5f:node_10",
+      "kind": "operator",
+      "pipe_code": "analyze_match",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:12:43.866619Z",
+        "ended_at": "2026-01-09T15:12:50.385590Z",
+        "duration_ms": 6518
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "candidate_profile",
+            "concept": "CandidateProfile",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "6CXVY",
+            "data": {
+              "skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.",
+              "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.",
+              "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.",
+              "achievements": "Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target."
+            },
+            "data_text": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with store mer\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee o\n              \u2502 (twice) at Planet Beach, participated in college brand promotion event for Target.  \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Recipient of the Twin Cities Iron Range Scholarship, Dean&#x27;s List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target.</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "Wp2W2",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  \u2502 engage C-suite buyers.                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  \u2502 and full P&L accountability; develop and implement sales strategies; build execu\n                  \u2502 C-level stakeholders; ensure sales excellence through forecasting and process op\n                  \u2502 develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  \u2502 Channel teams; champion innovation in sales methodologies and tools.            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves    \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  \u2502 teams from early stage through scale; expertise in account-based selling and str\n                  \u2502 management; strong analytical skills with proficiency in ACME and sales analytic\n                  \u2502 developing talent with direct reports promoted to leadership roles; experience w\n                  \u2502 sales models; passion for coaching and developing high-performing teams; leaders\n                  \u2502 strategic thinking, communication, data-driven decision making, change managemen\n                  \u2502 collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "CjbDQ-branch-1",
+            "data": {
+              "match_score": 28.0,
+              "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.",
+              "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.",
+              "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."
+            },
+            "data_text": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of performance excellence, including Em\n                    \u2502 awards. They possess leadership experience through training coworkers and mana\n                    \u2502 as well as organizational and promotional marketing skills. Their educational \n                    \u2502 Design from a reputable program, with a high GPA and scholarship recognition, \n                    \u2502 visual-strategic thinking, which could support marketing or client-facing pres\n                    \u2502 sales roles.                                                                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise software, or clo\n                    \u2502 which are central to the role. They have no demonstrated experience selling to\n                    \u2502 or engaging C-suite executives. Their sales background is in retail and spa se\n                    \u2502 high-value B2B or enterprise sales. There is no evidence of leading or scaling\n                    \u2502 (60+), P&L or ARR ownership, strategic sales planning, or experience with sale\n                    \u2502 ACME. The candidate\u2019s experience level appears significantly below the 12+ yea\n                    \u2502 enterprise sales leadership required, and there is no indication of an MBA or \n                    \u2502 strategic competencies such as change management, cross-functional collaborati\n                    \u2502 channel/partner sales models.                                                 \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer service ab\n                    \u2502 leadership in retail contexts, they are not a suitable match for this senior e\n                    \u2502 leadership role. The position demands extensive experience in SaaS and enterpr\n                    \u2502 a strategic level, which the candidate does not possess. Their background is b\n                    \u2502 retail sales management or visual merchandising roles rather than scaling a $1\n",
+            "data_html": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "99c87409-4150-4c21-9135-831873dc0c5f:node_11",
+      "kind": "operator",
+      "pipe_code": "analyze_match",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:12:54.720955Z",
+        "ended_at": "2026-01-09T15:13:00.882764Z",
+        "duration_ms": 6161
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "candidate_profile",
+            "concept": "CandidateProfile",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "PYKfy",
+            "data": {
+              "skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.",
+              "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.",
+              "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.",
+              "achievements": "Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event."
+            },
+            "data_text": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandi\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of t\n              \u2502 at Planet Beach, successful representation of Target as a Brand Ambassador at a coll\n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Dean&#x27;s List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event.</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "Wp2W2",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.",
+              "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.",
+              "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.",
+              "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  \u2502 engage C-suite buyers.                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  \u2502 and full P&L accountability; develop and implement sales strategies; build execu\n                  \u2502 C-level stakeholders; ensure sales excellence through forecasting and process op\n                  \u2502 develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  \u2502 Channel teams; champion innovation in sales methodologies and tools.            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves    \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  \u2502 teams from early stage through scale; expertise in account-based selling and str\n                  \u2502 management; strong analytical skills with proficiency in ACME and sales analytic\n                  \u2502 developing talent with direct reports promoted to leadership roles; experience w\n                  \u2502 sales models; passion for coaching and developing high-performing teams; leaders\n                  \u2502 strategic thinking, communication, data-driven decision making, change managemen\n                  \u2502 collaboration, and diversity, equity, and inclusion advocacy.                   \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "CjbDQ-branch-0",
+            "data": {
+              "match_score": 28.0,
+              "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.",
+              "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.",
+              "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."
+            },
+            "data_text": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of client engagement, promotional marke\n                    \u2502 collaboration. They have hands-on experience in visual merchandising, inventor\n                    \u2502 training or leading peers, supported by recognition such as Employee of the Mo\n                    \u2502 Their Bachelor of Science in Graphic Design and practical trend awareness indi\n                    \u2502 brand-consciousness, while their volunteer role as a Brand Ambassador shows in\n                    \u2502 a major corporation on campus.                                                \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise software, \n                    \u2502 and has no demonstrated track record of selling to Fortune 500 companies or en\n                    \u2502 executives. They do not meet the 12+ years of relevant experience requirement,\n                    \u2502 high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evide\n                    \u2502 sales teams (60+ members), strategic sales planning, or using advanced sales a\n                    \u2502 ACME. Additionally, the candidate has not shown experience in CRM platforms, a\n                    \u2502 channel/partner sales, or cross-functional leadership with Product or Customer\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, customer serv\n                    \u2502 presentation within retail and spa environments, they are not a suitable fit f\n                    \u2502 enterprise sales leadership role. The position demands extensive experience in\n                    \u2502 scale, executive engagement, and team leadership far beyond the candidate's cu\n                    \u2502 qualifications align better with retail or consumer-facing sales roles rather \n                    \u2502 enterprise sales leadership.                                                  \n",
+            "data_html": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr></table>",
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+          }
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+      "tags": {},
+      "metrics": {}
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They have hands-on experience in\n         \u2502                     \u2502 inventory management, and training or leading peers, supported by r\n         \u2502                     \u2502 Employee of the Month and academic honors. 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The position demands \n         \u2502                     \u2502 in technology sales at scale, executive engagement, and team leader\n         \u2502                     \u2502 candidate's current background. 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They possess leadership experience th\n         \u2502                     \u2502 coworkers and managing daily operations, as well as organizational \n         \u2502                     \u2502 marketing skills. Their educational background in Graphic Design fr\n         \u2502                     \u2502 program, with a high GPA and scholarship recognition, indicates dis\n         \u2502                     \u2502 visual-strategic thinking, which could support marketing or client-\n         \u2502                     \u2502 elements in sales roles.                                           \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise softw\n         \u2502                     \u2502 infrastructure sales, which are central to the role. 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Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n", "s_24afc92797": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  \u2502 engage C-suite buyers.                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  \u2502 and full P&L accountability; develop and implement sales strategies; build execu\n                  \u2502 C-level stakeholders; ensure sales excellence through forecasting and process op\n                  \u2502 develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  \u2502 Channel teams; champion innovation in sales methodologies and tools.            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves    \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  \u2502 teams from early stage through scale; expertise in account-based selling and str\n                  \u2502 management; strong analytical skills with proficiency in ACME and sales analytic\n                  \u2502 developing talent with direct reports promoted to leadership roles; experience w\n                  \u2502 sales models; passion for coaching and developing high-performing teams; leaders\n                  \u2502 strategic thinking, communication, data-driven decision making, change managemen\n                  \u2502 collaboration, and diversity, equity, and inclusion advocacy.                   \n", "s_a760c250f9": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of client engagement, promotional marke\n                    \u2502 collaboration. They have hands-on experience in visual merchandising, inventor\n                    \u2502 training or leading peers, supported by recognition such as Employee of the Mo\n                    \u2502 Their Bachelor of Science in Graphic Design and practical trend awareness indi\n                    \u2502 brand-consciousness, while their volunteer role as a Brand Ambassador shows in\n                    \u2502 a major corporation on campus.                                                \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise software, \n                    \u2502 and has no demonstrated track record of selling to Fortune 500 companies or en\n                    \u2502 executives. They do not meet the 12+ years of relevant experience requirement,\n                    \u2502 high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evide\n                    \u2502 sales teams (60+ members), strategic sales planning, or using advanced sales a\n                    \u2502 ACME. Additionally, the candidate has not shown experience in CRM platforms, a\n                    \u2502 channel/partner sales, or cross-functional leadership with Product or Customer\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, customer serv\n                    \u2502 presentation within retail and spa environments, they are not a suitable fit f\n                    \u2502 enterprise sales leadership role. The position demands extensive experience in\n                    \u2502 scale, executive engagement, and team leadership far beyond the candidate's cu\n                    \u2502 qualifications align better with retail or consumer-facing sales roles rather \n                    \u2502 enterprise sales leadership.                                                  \n", "s_5dddb7a6a4": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_cda7e40750": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_bb973940a0": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of performance excellence, including Em\n                    \u2502 awards. They possess leadership experience through training coworkers and mana\n                    \u2502 as well as organizational and promotional marketing skills. Their educational \n                    \u2502 Design from a reputable program, with a high GPA and scholarship recognition, \n                    \u2502 visual-strategic thinking, which could support marketing or client-facing pres\n                    \u2502 sales roles.                                                                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise software, or clo\n                    \u2502 which are central to the role. They have no demonstrated experience selling to\n                    \u2502 or engaging C-suite executives. Their sales background is in retail and spa se\n                    \u2502 high-value B2B or enterprise sales. There is no evidence of leading or scaling\n                    \u2502 (60+), P&L or ARR ownership, strategic sales planning, or experience with sale\n                    \u2502 ACME. The candidate\u2019s experience level appears significantly below the 12+ yea\n                    \u2502 enterprise sales leadership required, and there is no indication of an MBA or \n                    \u2502 strategic competencies such as change management, cross-functional collaborati\n                    \u2502 channel/partner sales models.                                                 \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer service ab\n                    \u2502 leadership in retail contexts, they are not a suitable match for this senior e\n                    \u2502 leadership role. The position demands extensive experience in SaaS and enterpr\n                    \u2502 a strategic level, which the candidate does not possess. Their background is b\n                    \u2502 retail sales management or visual merchandising roles rather than scaling a $1\n", "s_de12eb4319": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_fe9159207f": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_e74b4cb5bd": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with store mer\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee o\n              \u2502 (twice) at Planet Beach, participated in college brand promotion event for Target.  \n", "s_b78a3a85b6": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandi\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of t\n              \u2502 at Planet Beach, successful representation of Target as a Brand Ambassador at a coll\n"}</script>
+<script type="application/json" id="pipelex-stuff-data-html">{"s_f26c93d1bf": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></tbody></table>", "s_de3cddc574": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_a91b083b7c": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_7a4cc9c986": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_24afc92797": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>", "s_a760c250f9": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr></table>", "s_5dddb7a6a4": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_cda7e40750": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_bb973940a0": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></table>", "s_de12eb4319": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_fe9159207f": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_e74b4cb5bd": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Recipient of the Twin Cities Iron Range Scholarship, Dean&#x27;s List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target.</td></tr></table>", "s_b78a3a85b6": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Dean&#x27;s List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event.</td></tr></table>"}</script>
+
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+const initialTheme = "dark";
+let currentThemeIndex = themes.indexOf(localStorage.getItem('pipelex-theme') || initialTheme);
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+
+function applyTheme(theme) {
+    document.documentElement.setAttribute('data-theme', theme);
+    localStorage.setItem('pipelex-theme', theme);
+    // Update button icons
+    document.querySelectorAll('.theme-icon').forEach(icon => icon.classList.remove('active'));
+    const activeIcon = document.querySelector(`.${theme}-icon`);
+    if (activeIcon) activeIcon.classList.add('active');
+}
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+    currentThemeIndex = (currentThemeIndex + 1) % themes.length;
+    applyTheme(themes[currentThemeIndex]);
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+
+// Apply initial theme immediately
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+// Parse embedded ViewSpec
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+// Parse GraphSpec if present
+const graphspecElement = document.getElementById('pipelex-graphspec');
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+
+// Parse stuff data in alternate formats (for display toggle)
+const stuffDataTextElement = document.getElementById('pipelex-stuff-data-text');
+const stuffDataText = stuffDataTextElement ? JSON.parse(stuffDataTextElement.textContent || '{}') : {};
+const stuffDataHtmlElement = document.getElementById('pipelex-stuff-data-html');
+const stuffDataHtml = stuffDataHtmlElement ? JSON.parse(stuffDataHtmlElement.textContent || '{}') : {};
+
+// Track current format selection for stuff display
+let currentStuffFormat = 'html';
+
+// ====================================================================
+// DATAFLOW ANALYSIS: Extract stuff nodes and build producer/consumer maps
+// This mirrors the Python GraphAnalysis logic
+// ====================================================================
+function buildDataflowAnalysis(graphspec) {
+    if (!graphspec) return null;
+
+    const stuffRegistry = {};      // digest -> { name, concept, data, dataText, dataHtml }
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+    // Controller IDs are nodes that have children
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+    // Process nodes for stuff extraction
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+        // Collect inputs (this node consumes these stuffs)
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+        stuffConsumers,
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+}
+
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+const hasDataflow = dataflowAnalysis && Object.keys(dataflowAnalysis.stuffRegistry).length > 0;
+
+// Update footer stats
+const statsEl = document.getElementById('footer-stats');
+const pipeCount = hasDataflow
+    ? graphspec.nodes.filter(n => !dataflowAnalysis.controllerNodeIds.has(n.node_id)).length
+    : viewspec.nodes.length;
+const stuffCount = hasDataflow ? Object.keys(dataflowAnalysis.stuffRegistry).length : 0;
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+            <rect x="3" y="3" width="18" height="18" rx="2"/>
+        </svg>
+        <span class="stat-value">${pipeCount}</span> pipes
+    </div>
+    ${stuffCount > 0 ? `<div class="stat-item" style="color: var(--color-stuff)">
+        <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+            <ellipse cx="12" cy="12" rx="10" ry="6"/>
+        </svg>
+        <span class="stat-value">${stuffCount}</span> data
+    </div>` : ''}
+    ${succeededCount > 0 ? `<div class="stat-item" style="color: var(--color-success)">
+        <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+            <polyline points="20 6 9 17 4 12"/>
+        </svg>
+        <span class="stat-value">${succeededCount}</span>
+    </div>` : ''}
+    ${failedCount > 0 ? `<div class="stat-item" style="color: var(--color-error)">
+        <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
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+        </svg>
+        <span class="stat-value">${failedCount}</span>
+    </div>` : ''}
+`;
+
+// ReactFlow setup
+const { React, ReactDOM } = window;
+const ReactFlowLib = window.ReactFlowRenderer || window.ReactFlow || {};
+const { ReactFlow, useNodesState, useEdgesState, Background, Controls, MarkerType } = ReactFlowLib;
+
+// Dagre layout function
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+    const g = new dagre.graphlib.Graph();
+    g.setDefaultEdgeLabel(() => ({}));
+    g.setGraph({
+        rankdir: direction,
+        nodesep: 50,
+        ranksep: 80,
+        edgesep: 20,
+        marginx: 40,
+        marginy: 40,
+    });
+
+    nodes.forEach((node) => {
+        const nodeData = node.data || {};
+        const isStuff = nodeData.isStuff;
+        // Estimate width based on label length (rough: 8px per character + padding)
+        const labelText = nodeData.label?.props?.children?.[0]?.props?.children || '';
+        const estimatedWidth = Math.max(180, Math.min(400, labelText.length * 8 + 60));
+        const width = isStuff ? Math.max(180, estimatedWidth) : Math.max(200, estimatedWidth);
+        const height = isStuff ? 60 : 70;
+        g.setNode(node.id, { width, height });
+    });
+
+    edges.forEach((edge) => {
+        g.setEdge(edge.source, edge.target);
+    });
+
+    dagre.layout(g);
+
+    const layoutedNodes = nodes.map((node) => {
+        const nodeWithPosition = g.node(node.id);
+        const nodeData = node.data || {};
+        const isStuff = nodeData.isStuff;
+        const width = isStuff ? 180 : 200;
+        return {
+            ...node,
+            position: {
+                x: nodeWithPosition.x - width / 2,
+                y: nodeWithPosition.y - 30,
+            },
+        };
+    });
+
+    return { nodes: layoutedNodes, edges };
+}
+
+// ====================================================================
+// BUILD DATAFLOW NODES AND EDGES
+// ====================================================================
+function buildDataflowGraph(graphspec, analysis) {
+    const nodes = [];
+    const edges = [];
+    const nodeIdMap = {};  // original node_id -> graphspec node
+
+    // Map node IDs to nodes
+    for (const node of graphspec.nodes) {
+        nodeIdMap[node.node_id] = node;
+    }
+
+    // Find participating pipes (those that produce or consume data)
+    const participatingPipes = new Set();
+    for (const producer of Object.values(analysis.stuffProducers)) {
+        participatingPipes.add(producer);
+    }
+    for (const consumers of Object.values(analysis.stuffConsumers)) {
+        for (const consumer of consumers) {
+            participatingPipes.add(consumer);
+        }
+    }
+
+    // Create pipe nodes (only those that participate in data flow)
+    for (const node of graphspec.nodes) {
+        if (!participatingPipes.has(node.node_id)) continue;
+
+        const isFailed = node.status === 'failed';
+        const label = node.pipe_code || node.node_id.split(':').pop();
+        // Calculate width: ~8px per char (monospace 13px) + padding (28px)
+        const nodeWidth = Math.max(160, label.length * 8 + 28);
+
+        nodes.push({
+            id: node.node_id,
+            type: 'default',
+            data: {
+                label: React.createElement('div', {
+                    style: {
+                        padding: '10px 14px',
+                        display: 'flex',
+                        flexDirection: 'column',
+                        gap: '2px',
+                        textAlign: 'center',
+                    }
+                },
+                    React.createElement('span', {
+                        style: {
+                            fontFamily: "'JetBrains Mono', monospace",
+                            fontSize: '13px',
+                            fontWeight: 600,
+                            color: 'var(--color-pipe-text)',
+                        }
+                    }, label)
+                ),
+                nodeData: node,
+                isPipe: true,
+                isStuff: false,
+            },
+            position: { x: 0, y: 0 },
+            style: {
+                background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
+                border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
+                borderRadius: '8px',
+                padding: '0',
+                width: nodeWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+            },
+        });
+    }
+
+    // Create stuff nodes
+    for (const [digest, stuffInfo] of Object.entries(analysis.stuffRegistry)) {
+        const stuffId = `stuff_${digest}`;
+        const label = stuffInfo.name;
+        const concept = stuffInfo.concept || '';
+        // For pill shape, need extra padding. ~7px per char (12px font) + side padding (48px)
+        const textWidth = Math.max(label.length, concept.length) * 7 + 48;
+        const stuffWidth = Math.max(140, textWidth);
+
+        nodes.push({
+            id: stuffId,
+            type: 'default',
+            data: {
+                label: React.createElement('div', {
+                    style: {
+                        padding: '8px 24px',
+                        display: 'flex',
+                        flexDirection: 'column',
+                        alignItems: 'center',
+                        gap: '2px',
+                        textAlign: 'center',
+                    }
+                },
+                    React.createElement('span', {
+                        style: {
+                            fontFamily: "'JetBrains Mono', monospace",
+                            fontSize: '12px',
+                            fontWeight: 600,
+                            color: 'var(--color-stuff-text)',
+                        }
+                    }, label),
+                    concept && React.createElement('span', {
+                        style: {
+                            fontSize: '10px',
+                            color: 'var(--color-stuff-text-dim)',
+                        }
+                    }, concept)
+                ),
+                stuffData: stuffInfo,
+                stuffDigest: digest,
+                isStuff: true,
+                isPipe: false,
+            },
+            position: { x: 0, y: 0 },
+            style: {
+                background: 'var(--color-stuff-bg)',
+                border: '2px solid var(--color-stuff-border)',
+                borderRadius: '999px',  // Pill shape
+                padding: '0',
+                width: stuffWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+                cursor: 'pointer',
+            },
+        });
+    }
+
+    // Create edges: producer -> stuff
+    let edgeId = 0;
+    for (const [digest, producerNodeId] of Object.entries(analysis.stuffProducers)) {
+        const stuffId = `stuff_${digest}`;
+        edges.push({
+            id: `edge_${edgeId++}`,
+            source: producerNodeId,
+            target: stuffId,
+            type: "bezier",
+            animated: false,
+            style: {
+                stroke: 'var(--color-pipe)',
+                strokeWidth: 2,
+            },
+            markerEnd: {
+                type: MarkerType?.ArrowClosed || 'arrowclosed',
+                color: 'var(--color-pipe)',
+            },
+        });
+    }
+
+    // Create edges: stuff -> consumer
+    for (const [digest, consumers] of Object.entries(analysis.stuffConsumers)) {
+        const stuffId = `stuff_${digest}`;
+        for (const consumerNodeId of consumers) {
+            edges.push({
+                id: `edge_${edgeId++}`,
+                source: stuffId,
+                target: consumerNodeId,
+                type: "bezier",
+                animated: false,
+                style: {
+                    stroke: 'var(--color-pipe)',
+                    strokeWidth: 2,
+                },
+                markerEnd: {
+                    type: MarkerType?.ArrowClosed || 'arrowclosed',
+                    color: 'var(--color-pipe)',
+                },
+            });
+        }
+    }
+
+    return { nodes, edges };
+}
+
+// ====================================================================
+// FALLBACK: Build orchestration graph from ViewSpec (no dataflow)
+// ====================================================================
+function buildOrchestrationGraph(viewspec) {
+    const nodes = viewspec.nodes.map(node => {
+        const isController = node.kind === 'controller';
+        const isFailed = node.ui?.classes?.includes('failed');
+        const isSucceeded = node.ui?.classes?.includes('succeeded');
+        const badge = node.ui?.badges?.[0] || '';
+        // Calculate width: ~8px per char (monospace 13px) + padding + status dot
+        const nodeWidth = Math.max(160, (node.label?.length || 10) * 8 + 50);
+
+        return {
+            id: node.id,
+            type: 'default',
+            data: {
+                label: React.createElement('div', {
+                    style: {
+                        padding: '10px 14px',
+                        display: 'flex',
+                        flexDirection: 'column',
+                        gap: '4px',
+                    }
+                },
+                    React.createElement('div', {
+                        style: {
+                            display: 'flex',
+                            alignItems: 'center',
+                            justifyContent: 'space-between',
+                            gap: '8px',
+                        }
+                    },
+                        React.createElement('span', {
+                            style: {
+                                fontFamily: "'JetBrains Mono', monospace",
+                                fontSize: '13px',
+                                fontWeight: 600,
+                                color: 'var(--color-pipe-text)',
+                            }
+                        }, node.label),
+                        isSucceeded && React.createElement('span', {
+                            style: {
+                                width: '8px',
+                                height: '8px',
+                                borderRadius: '50%',
+                                background: 'var(--color-success)',
+                                flexShrink: 0,
+                            }
+                        }),
+                        isFailed && React.createElement('span', {
+                            style: {
+                                width: '8px',
+                                height: '8px',
+                                borderRadius: '50%',
+                                background: 'var(--color-error)',
+                                flexShrink: 0,
+                            }
+                        })
+                    ),
+                    React.createElement('div', {
+                        style: {
+                            display: 'flex',
+                            alignItems: 'center',
+                            justifyContent: 'space-between',
+                            gap: '8px',
+                        }
+                    },
+                        React.createElement('span', {
+                            style: {
+                                fontSize: '11px',
+                                color: 'var(--color-text-dim)',
+                            }
+                        }, isController ? 'Controller' : node.inspector?.pipe_type || 'Operator'),
+                        badge && React.createElement('span', {
+                            style: {
+                                fontSize: '10px',
+                                color: 'var(--color-text-muted)',
+                                background: 'var(--color-surface-hover)',
+                                padding: '2px 6px',
+                                borderRadius: '4px',
+                                fontFamily: "'JetBrains Mono', monospace",
+                            }
+                        }, badge)
+                    )
+                ),
+                nodeData: node,
+                isPipe: true,
+                isStuff: false,
+            },
+            position: node.position || { x: 0, y: 0 },
+            style: {
+                background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
+                border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
+                borderRadius: '8px',
+                padding: '0',
+                width: nodeWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+            },
+        };
+    });
+
+    const edges = viewspec.edges.map(edge => ({
+        id: edge.id,
+        source: edge.source,
+        target: edge.target,
+        type: "bezier",
+        animated: edge.animated || false,
+        label: edge.label,
+        labelStyle: {
+            fontSize: 11,
+            fontWeight: 500,
+            fill: 'var(--color-text-muted)',
+            fontFamily: "'JetBrains Mono', monospace",
+        },
+        labelBgStyle: {
+            fill: '#0f172a',
+            fillOpacity: 0.9,
+        },
+        labelBgPadding: [6, 4],
+        labelBgBorderRadius: 4,
+        style: {
+            stroke: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
+            strokeWidth: edge.kind === 'data' ? 2 : 1,
+        },
+        markerEnd: {
+            type: MarkerType?.ArrowClosed || 'arrowclosed',
+            color: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
+        },
+    }));
+
+    return { nodes, edges };
+}
+
+// ====================================================================
+// MAIN REACT COMPONENT
+// ====================================================================
+function GraphViewer() {
+    // Build graph based on available data
+    let initialData;
+    if (hasDataflow) {
+        initialData = buildDataflowGraph(graphspec, dataflowAnalysis);
+    } else {
+        initialData = buildOrchestrationGraph(viewspec);
+    }
+
+    // Apply layout
+    const needsLayout = initialData.nodes.some(n => !n.position || (n.position.x === 0 && n.position.y === 0));
+    const layouted = needsLayout
+        ? getLayoutedElements(initialData.nodes, initialData.edges, viewspec.layout?.direction || 'TB')
+        : initialData;
+
+    const [nodes, setNodes, onNodesChange] = useNodesState(layouted.nodes);
+    const [edges, setEdges, onEdgesChange] = useEdgesState(layouted.edges);
+    const [selectedNodeId, setSelectedNodeId] = React.useState(null);
+
+    // Expose function to clear node selection globally
+    React.useEffect(() => {
+        window.clearNodeSelection = () => {
+            setSelectedNodeId(null);
+            setNodes((nds) =>
+                nds.map((n) => ({
+                    ...n,
+                    selected: false,
+                }))
+            );
+        };
+    }, [setNodes]);
+
+    const onNodeClick = (event, node) => {
+        // Update selected node state and highlight it
+        setSelectedNodeId(node.id);
+        setNodes((nds) =>
+            nds.map((n) => ({
+                ...n,
+                selected: n.id === node.id,
+            }))
+        );
+        const inspector = document.getElementById('inspector');
+        const inspectorContent = document.getElementById('inspector-content');
+        const inspectorTitle = document.getElementById('inspector-title');
+        const inspectorSubtitle = document.getElementById('inspector-subtitle');
+        const inspectorHeader = document.getElementById('inspector-header');
+
+        // Reset scroll to top-left when switching nodes (keep tab selection)
+        inspectorContent.scrollTop = 0;
+        inspectorContent.scrollLeft = 0;
+
+        const nodeData = node.data || {};
+
+        // Handle stuff nodes
+        if (nodeData.isStuff) {
+            const stuffData = nodeData.stuffData || {};
+            const stuffDigest = nodeData.stuffDigest;
+            const stuffMermaidId = stuffDigest ? `s_${stuffDigest.substring(0, 10)}` : null;
+
+            inspectorTitle.textContent = stuffData.name || 'Data';
+            inspectorSubtitle.textContent = stuffData.concept || 'Data Item';
+            inspectorHeader.className = 'inspector-header stuff';
+
+            // Check which formats are available
+            // First check graphspec-extracted data, then fallback to separate dictionaries
+            const hasJson = !!stuffData.data;
+            const hasText = !!stuffData.dataText || (stuffMermaidId && !!stuffDataText[stuffMermaidId]);
+            // For PDF and image content types, HTML tab can render from JSON data via extractUrl()
+            const canRenderFromJson = (stuffData.contentType === 'application/pdf' || stuffData.contentType?.startsWith('image/')) && extractUrl(stuffData.data);
+            const hasHtml = !!stuffData.dataHtml || (stuffMermaidId && !!stuffDataHtml[stuffMermaidId]) || canRenderFromJson;
+            const hasMultipleFormats = [hasJson, hasText, hasHtml].filter(Boolean).length > 1;
+
+            let html = '';
+
+            // Add format tabs if multiple formats available
+            if (hasMultipleFormats) {
+                html += '<div class="inspector-section">';
+                html += '<div class="format-toolbar">';
+                html += '<div class="format-tabs" id="stuff-format-tabs">';
+                const jsonActive = currentStuffFormat === 'json' ? 'active' : '';
+                const textActive = currentStuffFormat === 'text' ? 'active' : '';
+                const htmlActive = currentStuffFormat === 'html' ? 'active' : '';
+                const htmlTabLabel = getHtmlTabLabel(stuffData.contentType);
+                html += `<button class="format-tab ${htmlActive}" data-format="html" `;
+                html += `${!hasHtml ? 'disabled' : ''}>${htmlTabLabel}</button>`;
+                html += `<button class="format-tab ${jsonActive}" data-format="json" `;
+                html += `${!hasJson ? 'disabled' : ''}>JSON</button>`;
+                html += `<button class="format-tab ${textActive}" data-format="text" `;
+                html += `${!hasText ? 'disabled' : ''}>Pretty</button>`;
+                html += '</div>';
+                html += '<div class="format-actions">';
+                html += '<button class="action-btn" id="open-external-btn" ';
+                html += 'onclick="openExternal()" title="Open in new window" style="display: none;">';
+                html += '<svg viewBox="0 0 24 24"><path d="M19 19H5V5h7V3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="fullscreen-open-btn" ';
+                html += 'onclick="openFullscreen()" title="Fullscreen">';
+                html += '<svg viewBox="0 0 24 24"><path d="M7 14H5v5h5v-2H7v-3zm-2-4h2V7h3V5H5v5zm12 7h-3v2h5v-5h-2v3zM14 5v2h3v3h2V5h-5z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="copy-btn" ';
+                html += 'onclick="copyStuffContent()" title="Copy">';
+                html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
+                html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
+                html += 'm0 16H8V7h11v14z"/></svg></button>';
+                html += '<button class="action-btn" id="download-btn" ';
+                html += 'onclick="downloadStuffContent()" title="Download">';
+                html += '<svg viewBox="0 0 24 24">';
+                html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
+                html += '</svg></button>';
+                html += '</div>';
+                html += '</div>';
+                html += '<div id="stuff-data-content"></div>';
+                html += '</div>';
+            } else if (hasJson || hasText || hasHtml) {
+                html += '<div class="inspector-section">';
+                html += '<div class="format-toolbar">';
+                html += '<div class="format-tabs"></div>';
+                html += '<div class="format-actions">';
+                html += '<button class="action-btn" id="open-external-btn" ';
+                html += 'onclick="openExternal()" title="Open in new window" style="display: none;">';
+                html += '<svg viewBox="0 0 24 24"><path d="M19 19H5V5h7V3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="fullscreen-open-btn" ';
+                html += 'onclick="openFullscreen()" title="Fullscreen">';
+                html += '<svg viewBox="0 0 24 24"><path d="M7 14H5v5h5v-2H7v-3zm-2-4h2V7h3V5H5v5zm12 7h-3v2h5v-5h-2v3zM14 5v2h3v3h2V5h-5z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="copy-btn" ';
+                html += 'onclick="copyStuffContent()" title="Copy">';
+                html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
+                html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
+                html += 'm0 16H8V7h11v14z"/></svg></button>';
+                html += '<button class="action-btn" id="download-btn" ';
+                html += 'onclick="downloadStuffContent()" title="Download">';
+                html += '<svg viewBox="0 0 24 24">';
+                html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
+                html += '</svg></button>';
+                html += '</div>';
+                html += '</div>';
+                html += '<div id="stuff-data-content"></div>';
+                html += '</div>';
+            }
+
+            inspectorContent.innerHTML = html;
+            // Add class to enable flex behavior for stuff inspector
+            inspectorContent.classList.add('stuff-inspector');
+
+            // Store current stuff data for format switching
+            window.currentStuffJsonData = stuffData.data;
+            window.currentStuffMermaidId = stuffMermaidId;
+            window.currentStuffContentType = stuffData.contentType;
+            // Store graphspec-extracted text/html data (preferred over dictionary lookups)
+            window.currentStuffDataText = stuffData.dataText;
+            window.currentStuffDataHtml = stuffData.dataHtml;
+
+            // Attach format tab handlers
+            const formatTabs = document.getElementById('stuff-format-tabs');
+            if (formatTabs) {
+                formatTabs.querySelectorAll('.format-tab').forEach(tab => {
+                    tab.addEventListener('click', () => {
+                        if (tab.disabled) return;
+                        setStuffFormat(tab.dataset.format);
+                    });
+                });
+            }
+
+            // Render initial content
+            if (hasJson || hasText || hasHtml) {
+                // Determine best available format (HTML -> JSON -> Pretty)
+                let bestFormat = currentStuffFormat;
+                if (bestFormat === 'html' && !hasHtml) bestFormat = hasJson ? 'json' : 'text';
+                if (bestFormat === 'json' && !hasJson) bestFormat = hasHtml ? 'html' : 'text';
+                if (bestFormat === 'text' && !hasText) bestFormat = hasHtml ? 'html' : 'json';
+
+                renderStuffContent(bestFormat);
+            }
+
+            document.getElementById('top-hint').style.display = 'none';
+            inspector.classList.add('visible');
+            return;
+        }
+
+        // Handle pipe nodes
+        const pipeData = nodeData.nodeData || {};
+        inspectorTitle.textContent = pipeData.pipe_code || pipeData.label || node.id;
+        inspectorSubtitle.textContent = pipeData.pipe_type || nodeData.kind || 'Pipe';
+        inspectorHeader.className = 'inspector-header pipe';
+
+        const timing = pipeData.timing;
+        const nodeIo = pipeData.node_io;
+        const status = pipeData.status;
+
+        let html = '';
+
+        // Status badges
+        html += '<div class="inspector-badges">';
+        if (status === 'succeeded') {
+            html += '<span class="inspector-badge success">✓ Succeeded</span>';
+        } else if (status === 'failed') {
+            html += '<span class="inspector-badge error">✕ Failed</span>';
+        }
+        if (timing?.duration_ms) {
+            html += `<span class="inspector-badge neutral">⏱ ${timing.duration_ms}ms</span>`;
+        }
+        html += '</div>';
+
+        // Pipe info
+        if (pipeData.pipe_code) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Pipe Code</div>
+                <div class="inspector-value pipe-code">${pipeData.pipe_code}</div>
+            </div>`;
+        }
+
+        if (pipeData.pipe_type) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Pipe Type</div>
+                <div class="inspector-value">${pipeData.pipe_type}</div>
+            </div>`;
+        }
+
+        if (timing) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Timing</div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Started</span>
+                    <span class="inspector-row-value">${new Date(timing.started_at).toLocaleTimeString()}</span>
+                </div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Ended</span>
+                    <span class="inspector-row-value">${new Date(timing.ended_at).toLocaleTimeString()}</span>
+                </div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Duration</span>
+                    <span class="inspector-row-value">${timing.duration_ms}ms</span>
+                </div>
+            </div>`;
+        }
+
+        if (nodeIo?.inputs?.length > 0) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Inputs (${nodeIo.inputs.length})</div>
+                <div class="inspector-pre">${nodeIo.inputs.map(i => `${i.name}: ${i.concept || 'unknown'}`).join('\\n')}</div>
+            </div>`;
+        }
+
+        if (nodeIo?.outputs?.length > 0) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Outputs (${nodeIo.outputs.length})</div>
+                <div class="inspector-pre">${nodeIo.outputs.map(o => `${o.name}: ${o.concept || 'unknown'}`).join('\\n')}</div>
+            </div>`;
+        }
+
+        if (pipeData.error) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Error</div>
+                <pre class="inspector-pre" style="color: var(--color-error);">${JSON.stringify(pipeData.error, null, 2)}</pre>
+            </div>`;
+        }
+
+        inspectorContent.innerHTML = html || '<div style="color: var(--color-text-dim)">No additional information</div>';
+        // Remove stuff-specific flex behavior for pipe inspector
+        inspectorContent.classList.remove('stuff-inspector');
+        document.getElementById('top-hint').style.display = 'none';
+        inspector.classList.add('visible');
+    };
+
+    if (!ReactFlow) {
+        return React.createElement('div', { style: { padding: '20px', color: 'var(--color-text)' } },
+            React.createElement('p', null, 'Loading ReactFlow...')
+        );
+    }
+
+    // Pan to show the top of the graph after initial fit
+    const onInit = (reactFlowInstance) => {
+        setTimeout(() => {
+            // Find the topmost node position
+            const currentNodes = reactFlowInstance.getNodes();
+            if (currentNodes.length === 0) return;
+            const minY = Math.min(...currentNodes.map(n => n.position.y));
+            const viewport = reactFlowInstance.getViewport();
+            // Adjust viewport to show the top with some padding
+            reactFlowInstance.setViewport({
+                x: viewport.x,
+                y: -minY * viewport.zoom + 80,
+                zoom: viewport.zoom
+            });
+        }, 100);
+    };
+
+    return React.createElement('div', { className: 'react-flow-container' },
+        React.createElement(ReactFlow, {
+            nodes: nodes,
+            edges: edges,
+            onNodesChange: onNodesChange,
+            onEdgesChange: onEdgesChange,
+            onNodeClick: onNodeClick,
+onInit: onInit,            fitView: true,
+            fitViewOptions: { padding: 0.1, minZoom: 1.0 },
+            defaultEdgeOptions: { type: "bezier" },
+            proOptions: { hideAttribution: true },
+        },
+            Background ? React.createElement(Background, {
+                variant: 'dots',
+                gap: 20,
+                size: 1,
+                color: '#334155',
+            }) : null,
+            Controls ? React.createElement(Controls, { showInteractive: false }) : null
+        )
+    );
+}
+
+// Render the app
+const root = ReactDOM.createRoot(document.getElementById('root'));
+const graphViewerRef = { current: null };
+root.render(React.createElement(GraphViewer));
+
+// Close inspector function
+function closeInspector() {
+    document.getElementById('inspector').classList.remove('visible');
+    document.getElementById('top-hint').style.display = '';
+    // Clear node selection/highlighting when closing inspector
+    if (window.clearNodeSelection) {
+        window.clearNodeSelection();
+    }
+}
+
+// Close inspector on Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') {
+        closeInspector();
+    }
+});
+
+// Inspector resize functionality
+(function() {
+    const inspector = document.getElementById('inspector');
+    const resizeHandle = document.getElementById('inspector-resize-handle');
+    let isResizing = false;
+    let startX = 0;
+    let startWidth = 0;
+
+    resizeHandle.addEventListener('mousedown', (e) => {
+        isResizing = true;
+        startX = e.clientX;
+        startWidth = inspector.offsetWidth;
+        resizeHandle.classList.add('dragging');
+        document.body.style.cursor = 'ew-resize';
+        document.body.style.userSelect = 'none';
+        e.preventDefault();
+    });
+
+    document.addEventListener('mousemove', (e) => {
+        if (!isResizing) return;
+        const deltaX = startX - e.clientX;
+        const newWidth = Math.max(300, Math.min(startWidth + deltaX, window.innerWidth * 0.8));
+        inspector.style.width = newWidth + 'px';
+    });
+
+    document.addEventListener('mouseup', () => {
+        if (isResizing) {
+            isResizing = false;
+            resizeHandle.classList.remove('dragging');
+            document.body.style.cursor = '';
+            document.body.style.userSelect = '';
+        }
+    });
+})();
+
+// Set stuff display format and re-render
+function setStuffFormat(format) {
+    currentStuffFormat = format;
+    // Update tab styling
+    document.querySelectorAll('.format-tab').forEach(tab => {
+        tab.classList.toggle('active', tab.dataset.format === format);
+    });
+    renderStuffContent(format);
+}
+
+// Render stuff content in the specified format
+function renderStuffContent(format) {
+    const container = document.getElementById('stuff-data-content');
+    if (!container) return;
+
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const contentType = window.currentStuffContentType;
+    // Prefer graphspec-extracted data, fallback to dictionary lookups
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    // Handle PDF content type with iframe viewer
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            container.className = 'inspector-pdf-content';
+            container.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none;';
+            container.appendChild(iframe);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            container.className = 'inspector-image-content';
+            container.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            container.appendChild(img);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        container.className = '';
+        const jsonStr = JSON.stringify(jsonData, null, 2);
+        container.innerHTML = `<pre class="inspector-pre">${escapeHtml(jsonStr)}</pre>`;
+    } else if (format === 'text') {
+        // Use nowrap class for Rich-formatted ASCII tables
+        const textContent = textData || 'No text data available';
+        container.className = '';
+        container.innerHTML = `<pre class="inspector-pre nowrap">${escapeHtml(textContent)}</pre>`;
+    } else if (format === 'html') {
+        const htmlContent = htmlData || 'No HTML data available';
+        container.className = 'inspector-html-content';
+        container.innerHTML = DOMPurify.sanitize(htmlContent);
+        makeLinksOpenInNewWindow(container);
+    }
+
+    updateOpenExternalButton();
+}
+
+// Get current stuff content based on active format
+function getCurrentStuffContent() {
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    if (currentStuffFormat === 'json' && jsonData) {
+        return { content: JSON.stringify(jsonData, null, 2), ext: 'json', mime: 'application/json' };
+    } else if (currentStuffFormat === 'text' && textData) {
+        return { content: textData, ext: 'txt', mime: 'text/plain' };
+    } else if (currentStuffFormat === 'html' && htmlData) {
+        return { content: htmlData, ext: 'html', mime: 'text/html' };
+    }
+    return null;
+}
+
+// Copy stuff content to clipboard
+function copyStuffContent() {
+    const data = getCurrentStuffContent();
+    if (!data) return;
+
+    navigator.clipboard.writeText(data.content).then(() => {
+        // Update both inspector and fullscreen buttons if they exist
+        const btn = document.getElementById('copy-btn');
+        const fullscreenBtn = document.getElementById('fullscreen-copy-btn');
+        const checkIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+        const copyIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+            'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+            'm0 16H8V7h11v14z"/></svg>';
+        
+        if (btn) {
+            btn.innerHTML = checkIcon;
+            btn.classList.add('copied');
+            setTimeout(() => {
+                btn.innerHTML = copyIcon;
+                btn.classList.remove('copied');
+            }, 1500);
+        }
+        
+        if (fullscreenBtn) {
+            fullscreenBtn.innerHTML = checkIcon;
+            fullscreenBtn.classList.add('copied');
+            setTimeout(() => {
+                fullscreenBtn.innerHTML = copyIcon;
+                fullscreenBtn.classList.remove('copied');
+            }, 1500);
+        }
+    });
+}
+
+// Download stuff content as file
+function downloadStuffContent() {
+    const stuffName = document.getElementById('inspector-title')?.textContent || 'data';
+    const baseName = stuffName.replace(/[^a-zA-Z0-9_-]/g, '_');
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+
+    // For images, download the actual image file directly
+    if (contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            const ext = contentType.split('/')[1] || 'png';
+            const filename = `${baseName}.${ext}`;
+            const link = document.createElement('a');
+            link.href = imageUrl;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            return;
+        }
+    }
+
+    // For PDFs, download the actual PDF file directly
+    // Must fetch and create blob to work around cross-origin download restrictions
+    if (contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            const filename = `${baseName}.pdf`;
+            fetch(pdfUrl)
+                .then(response => response.blob())
+                .then(blob => {
+                    const url = URL.createObjectURL(blob);
+                    const link = document.createElement('a');
+                    link.href = url;
+                    link.download = filename;
+                    document.body.appendChild(link);
+                    link.click();
+                    document.body.removeChild(link);
+                    URL.revokeObjectURL(url);
+                })
+                .catch(err => {
+                    console.error('Failed to download PDF:', err);
+                    window.open(pdfUrl, '_blank');
+                });
+            return;
+        }
+    }
+
+    const data = getCurrentStuffContent();
+    if (!data) return;
+
+    const filename = `${baseName}.${data.ext}`;
+    const blob = new Blob([data.content], { type: data.mime });
+    const url = URL.createObjectURL(blob);
+    const link = document.createElement('a');
+    link.href = url;
+    link.download = filename;
+    document.body.appendChild(link);
+    link.click();
+    document.body.removeChild(link);
+    URL.revokeObjectURL(url);
+}
+
+// Escape HTML to prevent XSS when displaying JSON/text content
+function escapeHtml(text) {
+    const div = document.createElement('div');
+    div.textContent = text;
+    return div.innerHTML;
+}
+
+// Make all links in a container open in new windows
+function makeLinksOpenInNewWindow(container) {
+    if (!container) return;
+    const links = container.querySelectorAll('a');
+    links.forEach(link => {
+        link.setAttribute('target', '_blank');
+        link.setAttribute('rel', 'noopener noreferrer');
+    });
+}
+
+// Get appropriate tab label based on content type
+function getHtmlTabLabel(contentType) {
+    if (contentType === 'application/pdf') return 'PDF';
+    if (contentType?.startsWith('image/')) return 'Image';
+    return 'HTML';
+}
+
+// Validate that a URL is a safe HTTP/HTTPS URL (prevents javascript: and data: URL injection)
+function isValidHttpUrl(url) {
+    if (!url || typeof url !== 'string') return false;
+    return url.startsWith('https://') || url.startsWith('http://');
+}
+
+// Extract URL from stuff data (handles various data structures)
+// Returns null for invalid/unsafe URLs (javascript:, data:, etc.)
+function extractUrl(jsonData) {
+    if (!jsonData) return null;
+    // Check if data itself is a URL string
+    if (typeof jsonData === 'string') {
+        return isValidHttpUrl(jsonData) ? jsonData : null;
+    }
+    // Prefer display_link (pre-signed S3 URL) over url (internal pipelex-storage:// URL)
+    const candidates = [jsonData.display_link, jsonData.src, jsonData.href, jsonData.uri, jsonData.url];
+    for (const candidate of candidates) {
+        if (isValidHttpUrl(candidate)) return candidate;
+    }
+    return null;
+}
+
+// Open external URL for PDF content
+function openExternal() {
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+
+    if (contentType === 'application/pdf') {
+        const url = extractUrl(jsonData);
+        if (url) {
+            window.open(url, '_blank', 'noopener,noreferrer');
+        }
+    }
+}
+
+// Update visibility of the "open in new window" button (PDF only)
+function updateOpenExternalButton() {
+    const openExternalBtn = document.getElementById('open-external-btn');
+    const fullscreenOpenExternalBtn = document.getElementById('fullscreen-open-external-btn');
+
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+    const url = extractUrl(jsonData);
+    // Only show for PDFs (images are handled by the download button)
+    const shouldShow = contentType === 'application/pdf' && !!url;
+
+    if (openExternalBtn) {
+        openExternalBtn.style.display = shouldShow ? '' : 'none';
+    }
+    if (fullscreenOpenExternalBtn) {
+        fullscreenOpenExternalBtn.style.display = shouldShow ? '' : 'none';
+    }
+}
+
+// Open fullscreen view
+function openFullscreen() {
+    const modal = document.getElementById('fullscreen-modal');
+    const fullscreenTitle = document.getElementById('fullscreen-title');
+    const fullscreenSubtitle = document.getElementById('fullscreen-subtitle');
+    const fullscreenContent = document.getElementById('fullscreen-content');
+    const fullscreenFormatTabs = document.getElementById('fullscreen-format-tabs');
+    
+    // Copy title and subtitle from inspector
+    const inspectorTitle = document.getElementById('inspector-title');
+    const inspectorSubtitle = document.getElementById('inspector-subtitle');
+    fullscreenTitle.textContent = inspectorTitle.textContent;
+    fullscreenSubtitle.textContent = inspectorSubtitle.textContent;
+    
+    // Build format tabs if multiple formats available
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+    const hasJson = !!jsonData;
+    const hasText = !!textData;
+    // For PDF and image content types, HTML tab can render from JSON data via extractUrl()
+    const contentType = window.currentStuffContentType;
+    const canRenderFromJson = (contentType === 'application/pdf' || contentType?.startsWith('image/')) && extractUrl(jsonData);
+    const hasHtml = !!htmlData || canRenderFromJson;
+    const hasMultipleFormats = [hasJson, hasText, hasHtml].filter(Boolean).length > 1;
+    
+    if (hasMultipleFormats) {
+        const jsonActive = currentStuffFormat === 'json' ? 'active' : '';
+        const textActive = currentStuffFormat === 'text' ? 'active' : '';
+        const htmlActive = currentStuffFormat === 'html' ? 'active' : '';
+        const htmlTabLabel = getHtmlTabLabel(window.currentStuffContentType);
+        let tabsHtml = '';
+        tabsHtml += `<button class="format-tab ${htmlActive}" data-format="html" `;
+        tabsHtml += `${!hasHtml ? 'disabled' : ''}>${htmlTabLabel}</button>`;
+        tabsHtml += `<button class="format-tab ${jsonActive}" data-format="json" `;
+        tabsHtml += `${!hasJson ? 'disabled' : ''}>JSON</button>`;
+        tabsHtml += `<button class="format-tab ${textActive}" data-format="text" `;
+        tabsHtml += `${!hasText ? 'disabled' : ''}>Pretty</button>`;
+        fullscreenFormatTabs.innerHTML = tabsHtml;
+        
+        // Attach format tab handlers
+        fullscreenFormatTabs.querySelectorAll('.format-tab').forEach(tab => {
+            tab.addEventListener('click', () => {
+                if (tab.disabled) return;
+                setStuffFormat(tab.dataset.format, true);
+            });
+        });
+    } else {
+        fullscreenFormatTabs.innerHTML = '';
+    }
+    
+    // Render initial content
+    renderStuffContentFullscreen(currentStuffFormat);
+    
+    // Show modal
+    modal.classList.add('visible');
+    
+    // Disable body scroll
+    document.body.style.overflow = 'hidden';
+}
+
+// Close fullscreen view (back to sidebar inspector)
+function closeFullscreen() {
+    const modal = document.getElementById('fullscreen-modal');
+    modal.classList.remove('visible');
+
+    // Re-enable body scroll
+    document.body.style.overflow = '';
+}
+
+// Minimize fullscreen (alias for closeFullscreen - returns to sidebar)
+function minimizeFullscreen() {
+    closeFullscreen();
+}
+
+// Close both fullscreen and inspector panel
+function closeFullscreenAndInspector() {
+    closeFullscreen();
+    closeInspector();
+}
+
+// Close fullscreen on Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') {
+        const modal = document.getElementById('fullscreen-modal');
+        if (modal.classList.contains('visible')) {
+            closeFullscreen();
+        }
+    }
+});
+
+// Update setStuffFormat to handle both inspector and fullscreen
+const originalSetStuffFormat = setStuffFormat;
+function setStuffFormat(format, updateFullscreen = false) {
+    currentStuffFormat = format;
+    
+    // Update inspector tabs
+    const inspectorTabs = document.getElementById('stuff-format-tabs');
+    if (inspectorTabs) {
+        inspectorTabs.querySelectorAll('.format-tab').forEach(tab => {
+            tab.classList.toggle('active', tab.dataset.format === format);
+        });
+        renderStuffContent(format);
+    }
+    
+    // Update fullscreen tabs if it's open
+    const modal = document.getElementById('fullscreen-modal');
+    if (modal.classList.contains('visible') || updateFullscreen) {
+        const fullscreenTabs = document.getElementById('fullscreen-format-tabs');
+        if (fullscreenTabs) {
+            fullscreenTabs.querySelectorAll('.format-tab').forEach(tab => {
+                tab.classList.toggle('active', tab.dataset.format === format);
+            });
+        }
+        renderStuffContentFullscreen(format);
+    }
+}
+
+// Render stuff content in fullscreen view
+function renderStuffContentFullscreen(format) {
+    const container = document.getElementById('fullscreen-content');
+    if (!container) return;
+
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const contentType = window.currentStuffContentType;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    // Handle PDF content type with iframe viewer
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            container.className = 'fullscreen-content inspector-pdf-content';
+            container.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none;';
+            container.appendChild(iframe);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            container.className = 'fullscreen-content inspector-image-content';
+            container.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            container.appendChild(img);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        container.className = 'fullscreen-content';
+        const jsonStr = JSON.stringify(jsonData, null, 2);
+        container.innerHTML = `<pre class="inspector-pre">${escapeHtml(jsonStr)}</pre>`;
+    } else if (format === 'text') {
+        const textContent = textData || 'No text data available';
+        container.className = 'fullscreen-content';
+        container.innerHTML = `<pre class="inspector-pre nowrap">${escapeHtml(textContent)}</pre>`;
+    } else if (format === 'html') {
+        const htmlContent = htmlData || 'No HTML data available';
+        container.className = 'fullscreen-content inspector-html-content';
+        container.innerHTML = DOMPurify.sanitize(htmlContent);
+        makeLinksOpenInNewWindow(container);
+    }
+
+    updateOpenExternalButton();
+}    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/cv_match_scw/run_analyze_cv_and_generate_questions.py b/examples/cv_batch/run_analyze_cv_and_generate_questions.py
similarity index 100%
rename from cv_match_scw/run_analyze_cv_and_generate_questions.py
rename to examples/cv_batch/run_analyze_cv_and_generate_questions.py
diff --git a/pipelines/__init__.py b/pipelines/__init__.py
new file mode 100644
index 0000000..50fe9fa
--- /dev/null
+++ b/pipelines/__init__.py
@@ -0,0 +1,2 @@
+# Import pipeline modules to register their functions
+from pipelines import pipeline_03  # noqa: F401
diff --git a/crazy/__init__.py b/pipelines/crazy/__init__.py
similarity index 100%
rename from crazy/__init__.py
rename to pipelines/crazy/__init__.py
diff --git a/crazy/bundle.plx b/pipelines/crazy/bundle.plx
similarity index 100%
rename from crazy/bundle.plx
rename to pipelines/crazy/bundle.plx
diff --git a/crazy/bundle_view.html b/pipelines/crazy/bundle_view.html
similarity index 100%
rename from crazy/bundle_view.html
rename to pipelines/crazy/bundle_view.html
diff --git a/crazy/bundle_view.svg b/pipelines/crazy/bundle_view.svg
similarity index 100%
rename from crazy/bundle_view.svg
rename to pipelines/crazy/bundle_view.svg
diff --git a/crazy/inputs.json b/pipelines/crazy/inputs.json
similarity index 100%
rename from crazy/inputs.json
rename to pipelines/crazy/inputs.json
diff --git a/crazy/run_generate_crazy_image.py b/pipelines/crazy/run_generate_crazy_image.py
similarity index 100%
rename from crazy/run_generate_crazy_image.py
rename to pipelines/crazy/run_generate_crazy_image.py
diff --git a/crazy/structures/__init__.py b/pipelines/crazy/structures/__init__.py
similarity index 100%
rename from crazy/structures/__init__.py
rename to pipelines/crazy/structures/__init__.py
diff --git a/crazy/structures/crazy_image_generation_ImagePrompt.py b/pipelines/crazy/structures/crazy_image_generation_ImagePrompt.py
similarity index 100%
rename from crazy/structures/crazy_image_generation_ImagePrompt.py
rename to pipelines/crazy/structures/crazy_image_generation_ImagePrompt.py
diff --git a/pyproject.toml b/pyproject.toml
index 8f0b0d2..c6b64ab 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,11 +16,11 @@ classifiers = [
 ]
 
 dependencies = [
-    "pipelex[mistralai,anthropic,google,google-genai,bedrock,fal]==0.17.3",
+    "pipelex[anthropic,bedrock,docling,fal,gcp-storage,google,google-genai,huggingface,mistralai,s3]",
 ]
 
 [tool.uv.sources]
-pipelex = { path = "../pipelex", editable = true }
+pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "feature/Chicago" }
 
 [tool.setuptools]
 packages = ["my_project"]
diff --git a/test_graphs/combo.html b/test_graphs/combo.html
new file mode 100644
index 0000000..a911abf
--- /dev/null
+++ b/test_graphs/combo.html
@@ -0,0 +1,768 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Combo: graphspec</title>
+    <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>
+    <style>
+        body {
+            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
+            margin: 0;
+            padding: 20px;
+            background-color: var(--bg-color, #f5f5f5);
+            transition: background-color 0.3s;
+        }
+        .header {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            margin-bottom: 20px;
+        }
+        h1 {
+            color: var(--text-color, #333);
+            margin: 0;
+            transition: color 0.3s;
+        }
+        .theme-selector {
+            display: flex;
+            align-items: center;
+            gap: 8px;
+        }
+        .theme-selector label {
+            font-size: 14px;
+            color: var(--label-color, #666);
+            transition: color 0.3s;
+        }
+        .theme-selector select {
+            padding: 6px 12px;
+            border-radius: 6px;
+            border: 1px solid var(--border-color, #ccc);
+            background: var(--select-bg, white);
+            color: var(--text-color, #333);
+            font-size: 14px;
+            cursor: pointer;
+            transition: all 0.3s;
+        }
+        .theme-selector select:hover {
+            border-color: var(--border-hover, #999);
+        }
+        .mermaid-container {
+            background-color: var(--container-bg, white);
+            border-radius: 8px;
+            padding: 20px;
+            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+            transition: background-color 0.3s;
+        }
+        .mermaid {
+            display: flex;
+            justify-content: center;
+        }
+        .hint {
+            color: var(--label-color, #666);
+            font-size: 14px;
+            margin-top: 16px;
+            text-align: center;
+            transition: color 0.3s;
+        }
+        .data-modal {
+            position: fixed;
+            top: 50%;
+            left: 50%;
+            transform: translate(-50%, -50%);
+            background: #1e1e1e;
+            color: #d4d4d4;
+            padding: 20px;
+            border-radius: 12px;
+            width: 80vw;
+            max-width: 1200px;
+            max-height: 80vh;
+            overflow: auto;
+            z-index: 1000;
+            display: none;
+            font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+            font-size: 13px;
+            box-shadow: 0 8px 32px rgba(0, 0, 0, 0.4);
+            min-width: 600px;
+        }
+        .data-modal-header {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            margin-bottom: 12px;
+            padding-bottom: 12px;
+            border-bottom: 1px solid #444;
+        }
+        .data-modal-title {
+            font-size: 16px;
+            font-weight: 600;
+            color: #fff;
+            display: flex;
+            flex-direction: column;
+            gap: 2px;
+        }
+        .data-modal-title-primary {
+            font-size: 16px;
+            font-weight: 600;
+            color: #fff;
+        }
+        .data-modal-title-secondary {
+            font-size: 11px;
+            font-weight: 400;
+            color: #666;
+            font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+        }
+        .data-modal-close {
+            cursor: pointer;
+            color: #888;
+            font-size: 24px;
+            line-height: 1;
+            padding: 4px 8px;
+            border-radius: 4px;
+            transition: background 0.2s;
+        }
+        .data-modal-close:hover {
+            background: #333;
+            color: #fff;
+        }
+        .format-toolbar {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            margin-bottom: 12px;
+            gap: 8px;
+        }
+        .format-tabs {
+            display: flex;
+            gap: 4px;
+        }
+        .format-actions {
+            display: flex;
+            gap: 4px;
+        }
+        .action-btn {
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            width: 32px;
+            height: 32px;
+            border-radius: 4px;
+            cursor: pointer;
+            font-size: 14px;
+            background: #333;
+            color: #888;
+            border: none;
+            transition: all 0.2s;
+        }
+        .action-btn:hover {
+            background: #444;
+            color: #fff;
+        }
+        .action-btn.copied {
+            background: rgba(16, 185, 129, 0.2);
+            color: #10b981;
+        }
+        .action-btn svg {
+            width: 16px;
+            height: 16px;
+            fill: currentColor;
+        }
+        .format-tab {
+            padding: 6px 12px;
+            border-radius: 4px;
+            cursor: pointer;
+            font-size: 12px;
+            font-weight: 500;
+            background: #333;
+            color: #888;
+            border: none;
+            transition: all 0.2s;
+        }
+        .format-tab:hover {
+            background: #444;
+            color: #ccc;
+        }
+        .format-tab.active {
+            background: #3b82f6;
+            color: #fff;
+        }
+        .format-tab:disabled {
+            opacity: 0.4;
+            cursor: not-allowed;
+        }
+        .data-modal-content {
+            white-space: pre-wrap;
+            word-wrap: break-word;
+            line-height: 1.5;
+        }
+        .data-modal-content.text-content {
+            line-height: 1;
+            white-space: pre;
+            word-wrap: normal;
+            overflow-x: auto;
+            padding-right: 20px;
+        }
+        .data-modal-content.html-content {
+            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+            background: #1e1e1e;
+            color: #d4d4d4;
+            padding: 12px;
+            border-radius: 4px;
+        }
+        .data-modal-content.html-content table {
+            border-collapse: collapse;
+            width: 100%;
+        }
+        .data-modal-content.html-content th,
+        .data-modal-content.html-content td {
+            border: 1px solid #444;
+            padding: 8px 12px;
+            text-align: left;
+        }
+        .data-modal-content.html-content th {
+            background: #252a30;
+            color: #e0e0e0;
+            font-weight: 600;
+        }
+        .data-modal-content.html-content tr:hover {
+            background: #2a2530;
+        }
+        .data-modal-overlay {
+            position: fixed;
+            top: 0;
+            left: 0;
+            width: 100%;
+            height: 100%;
+            background: rgba(0, 0, 0, 0.5);
+            z-index: 999;
+            display: none;
+        }
+        .clickable-stuff {
+            cursor: pointer !important;
+        }
+        .clickable-stuff:hover {
+            filter: brightness(1.1);
+        }
+    </style>
+</head>
+<body>
+    <div class="header">
+        <h1>Combo: graphspec</h1>
+        <div class="theme-selector">
+            <label for="theme-select">Theme:</label>
+            <select id="theme-select">
+                <option value="default">Default</option>
+                <option value="dark">Dark</option>
+                <option value="forest">Forest</option>
+                <option value="neutral">Neutral</option>
+                <option value="base">Base</option>
+            </select>
+        </div>
+    </div>
+    <div class="mermaid-container">
+        <div class="mermaid" id="mermaid-diagram">
+flowchart TD
+
+    %% Pipe and stuff nodes within controller subgraphs
+    subgraph sg_n_d999b567cb["analyze_cvs_for_job_offer"]
+        subgraph sg_n_73e92e657c["process_cv_batch"]
+            subgraph sg_n_a39a037228["process_cv"]
+                n_8893ab3654["analyze_cv"]
+                s_dc8e9682f0(["candidate_profile<br/>CandidateProfile"]):::stuff
+                n_7abb594330["analyze_match"]
+                s_15dd06fe68(["match_analysis<br/>MatchAnalysis"]):::stuff
+                n_2eda08dfa5["extract_cv"]
+                s_385e2c2510(["cv_pages<br/>Page"]):::stuff
+            end
+            subgraph sg_n_46a5b90c7e["process_cv"]
+                n_ec4b74880e["analyze_cv"]
+                s_44444fe85a(["candidate_profile<br/>CandidateProfile"]):::stuff
+                n_1a61f657ec["analyze_match"]
+                s_c448a753f6(["match_analysis<br/>MatchAnalysis"]):::stuff
+                n_ec4eff0ce7["extract_cv"]
+                s_451643b0ff(["cv_pages<br/>Page"]):::stuff
+            end
+        end
+        n_fd0528b4ef["analyze_job_requirements"]
+        s_b6910d1cd9(["job_requirements<br/>JobRequirements"]):::stuff
+        n_b850f85f50["extract_job_offer"]
+        s_482a2528d9(["job_offer_pages<br/>Page"]):::stuff
+    end
+
+    %% Pipeline input stuff nodes (no producer)
+    s_c8adf02cf5(["cv_pdf<br/>PDF"]):::stuff
+    s_b82bebd560(["cv_pdf<br/>PDF"]):::stuff
+    s_4a6729ed7a(["job_offer_pdf<br/>PDF"]):::stuff
+
+    %% Data flow edges: producer -> stuff -> consumer
+    n_7abb594330 --> s_15dd06fe68
+    n_1a61f657ec --> s_c448a753f6
+    n_b850f85f50 --> s_482a2528d9
+    n_ec4eff0ce7 --> s_451643b0ff
+    n_ec4b74880e --> s_44444fe85a
+    n_8893ab3654 --> s_dc8e9682f0
+    n_fd0528b4ef --> s_b6910d1cd9
+    n_2eda08dfa5 --> s_385e2c2510
+    s_482a2528d9 --> n_fd0528b4ef
+    s_c8adf02cf5 --> n_2eda08dfa5
+    s_b82bebd560 --> n_ec4eff0ce7
+    s_451643b0ff --> n_ec4b74880e
+    s_44444fe85a --> n_1a61f657ec
+    s_dc8e9682f0 --> n_7abb594330
+    s_b6910d1cd9 --> n_1a61f657ec
+    s_b6910d1cd9 --> n_7abb594330
+    s_385e2c2510 --> n_8893ab3654
+    s_4a6729ed7a --> n_b850f85f50
+
+    %% Style definitions
+    classDef failed fill:#ffcccc,stroke:#cc0000
+    classDef controller fill:#e6f3ff,stroke:#0066cc
+    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px
+
+    %% Subgraph depth-based coloring
+    style sg_n_46a5b90c7e fill:#fffde6
+    style sg_n_73e92e657c fill:#e6ffe6
+    style sg_n_a39a037228 fill:#fffde6
+    style sg_n_d999b567cb fill:#e6f3ff
+        </div>
+    </div>
+    <p class="hint">Click on data nodes (orange pills) to view their full content</p>
+    <div class="data-modal-overlay" id="modal-overlay"></div>
+    <div class="data-modal" id="data-modal">
+        <div class="data-modal-header">
+            <span class="data-modal-title" id="modal-title">Data Content</span>
+            <span class="data-modal-close" onclick="hideModal()">&times;</span>
+        </div>
+        <div class="format-toolbar">
+            <div class="format-tabs" id="format-tabs">
+                <button class="format-tab active" data-format="html" id="tab-html">HTML</button>
+                <button class="format-tab" data-format="json" id="tab-json">JSON</button>
+                <button class="format-tab" data-format="text" id="tab-text">Pretty</button>
+            </div>
+            <div class="format-actions">
+                <button class="action-btn" id="copy-btn" onclick="copyContent()" title="Copy">
+                    <svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z
+                        m3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z
+                        m0 16H8V7h11v14z"/></svg>
+                </button>
+                <button class="action-btn" id="download-btn" onclick="downloadContent()" title="Download">
+                    <svg viewBox="0 0 24 24">
+                        <path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>
+                    </svg>
+                </button>
+            </div>
+        </div>
+        <div class="data-modal-content" id="modal-content"></div>
+    </div>
+    <script>
+        // Embedded stuff data from graph (all formats)
+        const stuffDataJson = {"s_b94e399ab9": {"items": [{"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}]}, "s_4a6729ed7a": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_15d74c362d": {"items": [{"url": "data/CVx5/CV-01.pdf"}, {"url": "data/CVx5/CV-02.pdf"}]}, "s_482a2528d9": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_b6910d1cd9": {"required_skills": "rPFrGsEsxuZQIKohoNZE", "responsibilities": "npHVIfutLhgfyYqytjzQ", "qualifications": "FmfQxeLzEftxRnfQTHwB", "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"}, "s_15dd06fe68": {"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, "s_c8adf02cf5": {"url": "data/CVx5/CV-01.pdf"}, "s_385e2c2510": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_dc8e9682f0": {"skills": "MkvbtMmnWIApjOdwjqRx", "experience": "CFJgKeyHQNCjJdfLSPxM", "education": "DgadhTXsoWfCwZbIuLUA", "achievements": "iUfzQOZenwnYorIzpGlU"}, "s_c448a753f6": {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}, "s_b82bebd560": {"url": "data/CVx5/CV-02.pdf"}, "s_451643b0ff": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_44444fe85a": {"skills": "uFnIkwWXWoQibNMkfUbx", "experience": "WYxdaxuLRghrJVNTcevU", "education": "NympQPOkbWDKTmvSUGde", "achievements": "LfHsHyIQynfTWoopagTv"}};
+        const stuffDataText = {"s_b94e399ab9": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 vJDfvwBFBIreWcfnfiUf              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n", "s_4a6729ed7a": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_15d74c362d": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_482a2528d9": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_b6910d1cd9": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n", "s_15dd06fe68": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n", "s_c8adf02cf5": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_385e2c2510": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_dc8e9682f0": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n", "s_c448a753f6": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n", "s_b82bebd560": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_451643b0ff": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_44444fe85a": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n"};
+        const stuffDataHtml = {"s_b94e399ab9": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>", "s_4a6729ed7a": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_15d74c362d": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_482a2528d9": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_b6910d1cd9": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>", "s_15dd06fe68": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>", "s_c8adf02cf5": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_385e2c2510": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_dc8e9682f0": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>", "s_c448a753f6": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>", "s_b82bebd560": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_451643b0ff": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_44444fe85a": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>"};
+        const stuffMetadata = {"s_b94e399ab9": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_4a6729ed7a": {"name": "job_offer_pdf", "concept": "PDF"}, "s_15d74c362d": {"name": "cvs", "concept": "PDF"}, "s_482a2528d9": {"name": "job_offer_pages", "concept": "Page"}, "s_b6910d1cd9": {"name": "job_requirements", "concept": "JobRequirements"}, "s_15dd06fe68": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_c8adf02cf5": {"name": "cv_pdf", "concept": "PDF"}, "s_385e2c2510": {"name": "cv_pages", "concept": "Page"}, "s_dc8e9682f0": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_c448a753f6": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_b82bebd560": {"name": "cv_pdf", "concept": "PDF"}, "s_451643b0ff": {"name": "cv_pages", "concept": "Page"}, "s_44444fe85a": {"name": "candidate_profile", "concept": "CandidateProfile"}};
+        const mermaidCode = `flowchart TD
+
+    %% Pipe and stuff nodes within controller subgraphs
+    subgraph sg_n_d999b567cb["analyze_cvs_for_job_offer"]
+        subgraph sg_n_73e92e657c["process_cv_batch"]
+            subgraph sg_n_a39a037228["process_cv"]
+                n_8893ab3654["analyze_cv"]
+                s_dc8e9682f0(["candidate_profile<br/>CandidateProfile"]):::stuff
+                n_7abb594330["analyze_match"]
+                s_15dd06fe68(["match_analysis<br/>MatchAnalysis"]):::stuff
+                n_2eda08dfa5["extract_cv"]
+                s_385e2c2510(["cv_pages<br/>Page"]):::stuff
+            end
+            subgraph sg_n_46a5b90c7e["process_cv"]
+                n_ec4b74880e["analyze_cv"]
+                s_44444fe85a(["candidate_profile<br/>CandidateProfile"]):::stuff
+                n_1a61f657ec["analyze_match"]
+                s_c448a753f6(["match_analysis<br/>MatchAnalysis"]):::stuff
+                n_ec4eff0ce7["extract_cv"]
+                s_451643b0ff(["cv_pages<br/>Page"]):::stuff
+            end
+        end
+        n_fd0528b4ef["analyze_job_requirements"]
+        s_b6910d1cd9(["job_requirements<br/>JobRequirements"]):::stuff
+        n_b850f85f50["extract_job_offer"]
+        s_482a2528d9(["job_offer_pages<br/>Page"]):::stuff
+    end
+
+    %% Pipeline input stuff nodes (no producer)
+    s_c8adf02cf5(["cv_pdf<br/>PDF"]):::stuff
+    s_b82bebd560(["cv_pdf<br/>PDF"]):::stuff
+    s_4a6729ed7a(["job_offer_pdf<br/>PDF"]):::stuff
+
+    %% Data flow edges: producer -> stuff -> consumer
+    n_7abb594330 --> s_15dd06fe68
+    n_1a61f657ec --> s_c448a753f6
+    n_b850f85f50 --> s_482a2528d9
+    n_ec4eff0ce7 --> s_451643b0ff
+    n_ec4b74880e --> s_44444fe85a
+    n_8893ab3654 --> s_dc8e9682f0
+    n_fd0528b4ef --> s_b6910d1cd9
+    n_2eda08dfa5 --> s_385e2c2510
+    s_482a2528d9 --> n_fd0528b4ef
+    s_c8adf02cf5 --> n_2eda08dfa5
+    s_b82bebd560 --> n_ec4eff0ce7
+    s_451643b0ff --> n_ec4b74880e
+    s_44444fe85a --> n_1a61f657ec
+    s_dc8e9682f0 --> n_7abb594330
+    s_b6910d1cd9 --> n_1a61f657ec
+    s_b6910d1cd9 --> n_7abb594330
+    s_385e2c2510 --> n_8893ab3654
+    s_4a6729ed7a --> n_b850f85f50
+
+    %% Style definitions
+    classDef failed fill:#ffcccc,stroke:#cc0000
+    classDef controller fill:#e6f3ff,stroke:#0066cc
+    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px
+
+    %% Subgraph depth-based coloring
+    style sg_n_46a5b90c7e fill:#fffde6
+    style sg_n_73e92e657c fill:#e6ffe6
+    style sg_n_a39a037228 fill:#fffde6
+    style sg_n_d999b567cb fill:#e6f3ff`;
+
+        // Track current state
+        let currentStuffId = null;
+        let currentFormat = 'html';
+        let currentTheme = 'default';
+
+        // Theme-specific color palettes for custom node styling
+        const themePalettes = {
+            default: {
+                page: { bg: '#f8fafc', text: '#1e293b', label: '#64748b', border: '#cbd5e1',
+                        borderHover: '#94a3b8', selectBg: 'white', containerBg: 'white' },
+                failed: { fill: '#fee2e2', stroke: '#dc2626' },
+                controller: { fill: '#dbeafe', stroke: '#2563eb' },
+                pipe: { fill: '#dbeafe', stroke: '#2563eb' },
+                stuff: { fill: '#fef3c7', stroke: '#d97706' },
+                subgraph: ['#eff6ff', '#ecfdf5', '#fefce8', '#fdf4ff', '#f0fdfa']
+            },
+            dark: {
+                page: { bg: '#1a1a2e', text: '#e0f7fa', label: '#80deea', border: '#2d4a5a',
+                        borderHover: '#00bcd4', selectBg: '#2d4a5a', containerBg: '#16213e' },
+                failed: { fill: '#3a1a1a', stroke: '#ff5252' },
+                controller: { fill: '#1a3a4a', stroke: '#00e5ff' },
+                pipe: { fill: '#1a3a4a', stroke: '#00e5ff' },
+                stuff: { fill: '#2a1a3a', stroke: '#ff4081' },
+                subgraph: ['#1e3a4a', '#1a3a3a', '#2a3a4a', '#1a2a4a', '#2a4a4a']
+            },
+            forest: {
+                page: { bg: '#f0fdf4', text: '#14532d', label: '#166534', border: '#86efac',
+                        borderHover: '#4ade80', selectBg: 'white', containerBg: '#fafffe' },
+                failed: { fill: '#fecaca', stroke: '#b91c1c' },
+                controller: { fill: '#dcfce7', stroke: '#16a34a' },
+                pipe: { fill: '#dcfce7', stroke: '#16a34a' },
+                stuff: { fill: '#fef9c3', stroke: '#ca8a04' },
+                subgraph: ['#d1fae5', '#bbf7d0', '#d9f99d', '#fef08a', '#a7f3d0']
+            },
+            neutral: {
+                page: { bg: '#fafafa', text: '#171717', label: '#525252', border: '#d4d4d4',
+                        borderHover: '#a3a3a3', selectBg: 'white', containerBg: 'white' },
+                failed: { fill: '#fecaca', stroke: '#991b1b' },
+                controller: { fill: '#e5e5e5', stroke: '#525252' },
+                pipe: { fill: '#e5e5e5', stroke: '#525252' },
+                stuff: { fill: '#fef3c7', stroke: '#92400e' },
+                subgraph: ['#f5f5f5', '#e5e5e5', '#fafaf9', '#f5f5f4', '#fafafa']
+            },
+            base: {
+                page: { bg: '#fff', text: '#18181b', label: '#52525b', border: '#e4e4e7',
+                        borderHover: '#a1a1aa', selectBg: 'white', containerBg: '#fafafa' },
+                failed: { fill: '#ffe4e6', stroke: '#e11d48' },
+                controller: { fill: '#e0f2fe', stroke: '#0284c7' },
+                pipe: { fill: '#e0f2fe', stroke: '#0284c7' },
+                stuff: { fill: '#ffedd5', stroke: '#ea580c' },
+                subgraph: ['#f0f9ff', '#f0fdf4', '#fffbeb', '#fdf4ff', '#ecfeff']
+            }
+        };
+
+        function applyPageTheme(theme) {
+            const palette = themePalettes[theme]?.page || themePalettes.default.page;
+            document.documentElement.style.setProperty('--bg-color', palette.bg);
+            document.documentElement.style.setProperty('--text-color', palette.text);
+            document.documentElement.style.setProperty('--label-color', palette.label);
+            document.documentElement.style.setProperty('--border-color', palette.border);
+            document.documentElement.style.setProperty('--border-hover', palette.borderHover);
+            document.documentElement.style.setProperty('--select-bg', palette.selectBg);
+            document.documentElement.style.setProperty('--container-bg', palette.containerBg);
+        }
+
+        function applyThemeColors(code, theme) {
+            const palette = themePalettes[theme] || themePalettes.default;
+            let result = code;
+
+            // Replace classDef colors
+            result = result.replace(
+                /classDef\s+failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+controller\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef controller fill:${palette.controller.fill},stroke:${palette.controller.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+pipe\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef pipe fill:${palette.pipe.fill},stroke:${palette.pipe.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+pipe_failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef pipe_failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+stuff\s+fill:[^,]+,stroke:[^,]+/g,
+                `classDef stuff fill:${palette.stuff.fill},stroke:${palette.stuff.stroke}`
+            );
+
+            // Replace subgraph fill colors (style sg_xxx fill:#xxx)
+            const subgraphColors = palette.subgraph;
+            let colorIndex = 0;
+            result = result.replace(
+                /style\s+(sg_[^\s]+)\s+fill:#[a-fA-F0-9]+/g,
+                (match, subgraphId) => {
+                    const color = subgraphColors[colorIndex % subgraphColors.length];
+                    colorIndex++;
+                    return `style ${subgraphId} fill:${color}`;
+                }
+            );
+
+            return result;
+        }
+
+        function initMermaid(theme) {
+            mermaid.initialize({
+                startOnLoad: false,
+                theme: theme,
+                flowchart: {
+                    useMaxWidth: true,
+                    htmlLabels: true,
+                    curve: 'basis'
+                }
+            });
+        }
+
+        function attachClickHandlers() {
+            // Wait for mermaid to render, then attach click handlers
+            setTimeout(() => {
+                const svgContainer = document.querySelector('.mermaid svg');
+                if (!svgContainer) return;
+
+                // Find nodes by their flowchart IDs - use any available data source
+                const allStuffIds = new Set([
+                    ...Object.keys(stuffDataJson || {}),
+                    ...Object.keys(stuffDataText || {}),
+                    ...Object.keys(stuffDataHtml || {})
+                ]);
+
+                for (const stuffId of allStuffIds) {
+                    // Mermaid generates IDs like 'flowchart-s_xxx-123'
+                    const nodes = svgContainer.querySelectorAll(`[id^="flowchart-${stuffId}"]`);
+                    nodes.forEach(node => {
+                        node.classList.add('clickable-stuff');
+                        node.addEventListener('click', (e) => {
+                            e.stopPropagation();
+                            showModal(stuffId);
+                        });
+                    });
+                }
+            }, 500);
+        }
+
+        async function renderDiagram(theme) {
+            const container = document.getElementById('mermaid-diagram');
+            const themedCode = applyThemeColors(mermaidCode, theme);
+            container.innerHTML = themedCode;
+            container.removeAttribute('data-processed');
+            applyPageTheme(theme);
+            initMermaid(theme);
+            await mermaid.run({ nodes: [container] });
+            attachClickHandlers();
+        }
+
+        // Set initial theme in dropdown
+        document.getElementById('theme-select').value = currentTheme;
+
+        // Handle theme change
+        document.getElementById('theme-select').addEventListener('change', async (e) => {
+            currentTheme = e.target.value;
+            await renderDiagram(currentTheme);
+        });
+
+        // Initial render on page load
+        renderDiagram(currentTheme);
+
+        // Set up format tab handlers
+        document.querySelectorAll('.format-tab').forEach(tab => {
+            tab.addEventListener('click', () => {
+                if (tab.disabled) return;
+                const format = tab.dataset.format;
+                setFormat(format);
+            });
+        });
+
+        function setFormat(format) {
+            currentFormat = format;
+            // Update tab styling
+            document.querySelectorAll('.format-tab').forEach(t => t.classList.remove('active'));
+            document.getElementById(`tab-${format}`).classList.add('active');
+            // Re-render content if modal is open
+            if (currentStuffId) {
+                renderContent(currentStuffId, format);
+            }
+        }
+
+        function renderContent(stuffId, format) {
+            const content = document.getElementById('modal-content');
+            content.classList.remove('html-content', 'text-content');
+
+            if (format === 'json') {
+                const data = stuffDataJson?.[stuffId];
+                content.innerHTML = '';
+                content.textContent = data ? JSON.stringify(data, null, 2) : 'No JSON data available';
+            } else if (format === 'text') {
+                const data = stuffDataText?.[stuffId];
+                content.classList.add('text-content');
+                content.innerHTML = '';
+                content.textContent = data || 'No text data available';
+            } else if (format === 'html') {
+                const data = stuffDataHtml?.[stuffId];
+                if (data) {
+                    content.classList.add('html-content');
+                    content.innerHTML = data;
+                } else {
+                    content.innerHTML = '';
+                    content.textContent = 'No HTML data available';
+                }
+            }
+        }
+
+        function updateTabAvailability(stuffId) {
+            const jsonTab = document.getElementById('tab-json');
+            const textTab = document.getElementById('tab-text');
+            const htmlTab = document.getElementById('tab-html');
+
+            jsonTab.disabled = !stuffDataJson?.[stuffId];
+            textTab.disabled = !stuffDataText?.[stuffId];
+            htmlTab.disabled = !stuffDataHtml?.[stuffId];
+
+            // Find first available format (HTML -> JSON -> Pretty)
+            if (!htmlTab.disabled) return 'html';
+            if (!jsonTab.disabled) return 'json';
+            if (!textTab.disabled) return 'text';
+            return 'html';
+        }
+
+        function showModal(stuffId) {
+            currentStuffId = stuffId;
+            const modal = document.getElementById('data-modal');
+            const overlay = document.getElementById('modal-overlay');
+            const title = document.getElementById('modal-title');
+
+            // Build title from metadata (name + concept as primary, ID as secondary)
+            const meta = stuffMetadata?.[stuffId];
+            if (meta && (meta.name || meta.concept)) {
+                const primaryParts = [];
+                if (meta.name) primaryParts.push(meta.name);
+                if (meta.concept) primaryParts.push(`(${meta.concept})`);
+                const primary = `<span class="data-modal-title-primary">${primaryParts.join(' ')}</span>`;
+                const secondary = `<span class="data-modal-title-secondary">${stuffId}</span>`;
+                title.innerHTML = primary + secondary;
+            } else {
+                title.innerHTML = `<span class="data-modal-title-primary">${stuffId}</span>`;
+            }
+
+            // Update tab availability and select best format
+            const availableFormat = updateTabAvailability(stuffId);
+
+            // If current format is not available, switch to available one
+            const currentTab = document.getElementById(`tab-${currentFormat}`);
+            if (currentTab.disabled) {
+                setFormat(availableFormat);
+            } else {
+                renderContent(stuffId, currentFormat);
+            }
+
+            modal.style.display = 'block';
+            overlay.style.display = 'block';
+        }
+
+        function hideModal() {
+            document.getElementById('data-modal').style.display = 'none';
+            document.getElementById('modal-overlay').style.display = 'none';
+            currentStuffId = null;
+        }
+
+        // Get current content based on format
+        function getCurrentContent() {
+            if (!currentStuffId) return null;
+
+            if (currentFormat === 'json') {
+                const data = stuffDataJson?.[currentStuffId];
+                if (!data) return null;
+                return { content: JSON.stringify(data, null, 2), ext: 'json', mime: 'application/json' };
+            } else if (currentFormat === 'text') {
+                const data = stuffDataText?.[currentStuffId];
+                if (!data) return null;
+                return { content: data, ext: 'txt', mime: 'text/plain' };
+            } else if (currentFormat === 'html') {
+                const data = stuffDataHtml?.[currentStuffId];
+                if (!data) return null;
+                return { content: data, ext: 'html', mime: 'text/html' };
+            }
+            return null;
+        }
+
+        // Copy content to clipboard
+        function copyContent() {
+            const data = getCurrentContent();
+            if (!data) return;
+
+            navigator.clipboard.writeText(data.content).then(() => {
+                const btn = document.getElementById('copy-btn');
+                const checkIcon = '<svg viewBox="0 0 24 24">' +
+                    '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+                const copyIcon = '<svg viewBox="0 0 24 24">' +
+                    '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+                    'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+                    'm0 16H8V7h11v14z"/></svg>';
+                btn.innerHTML = checkIcon;
+                btn.classList.add('copied');
+                setTimeout(() => {
+                    btn.innerHTML = copyIcon;
+                    btn.classList.remove('copied');
+                }, 1500);
+            });
+        }
+
+        // Download content as file
+        function downloadContent() {
+            const data = getCurrentContent();
+            if (!data) return;
+
+            // Get name from metadata or use ID
+            const meta = stuffMetadata?.[currentStuffId];
+            const baseName = meta?.name || currentStuffId || 'data';
+            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
+
+            const blob = new Blob([data.content], { type: data.mime });
+            const url = URL.createObjectURL(blob);
+            const link = document.createElement('a');
+            link.href = url;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            URL.revokeObjectURL(url);
+        }
+
+        // Close modal when clicking overlay
+        document.getElementById('modal-overlay').addEventListener('click', hideModal);
+
+        // Close modal with Escape key
+        document.addEventListener('keydown', (e) => {
+            if (e.key === 'Escape') hideModal();
+        });
+    </script>
+</body>
+</html>
diff --git a/test_graphs/dataflow.html b/test_graphs/dataflow.html
new file mode 100644
index 0000000..05c917f
--- /dev/null
+++ b/test_graphs/dataflow.html
@@ -0,0 +1,738 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Dataflow: graphspec</title>
+    <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>
+    <style>
+        body {
+            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
+            margin: 0;
+            padding: 20px;
+            background-color: var(--bg-color, #f5f5f5);
+            transition: background-color 0.3s;
+        }
+        .header {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            margin-bottom: 20px;
+        }
+        h1 {
+            color: var(--text-color, #333);
+            margin: 0;
+            transition: color 0.3s;
+        }
+        .theme-selector {
+            display: flex;
+            align-items: center;
+            gap: 8px;
+        }
+        .theme-selector label {
+            font-size: 14px;
+            color: var(--label-color, #666);
+            transition: color 0.3s;
+        }
+        .theme-selector select {
+            padding: 6px 12px;
+            border-radius: 6px;
+            border: 1px solid var(--border-color, #ccc);
+            background: var(--select-bg, white);
+            color: var(--text-color, #333);
+            font-size: 14px;
+            cursor: pointer;
+            transition: all 0.3s;
+        }
+        .theme-selector select:hover {
+            border-color: var(--border-hover, #999);
+        }
+        .mermaid-container {
+            background-color: var(--container-bg, white);
+            border-radius: 8px;
+            padding: 20px;
+            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+            transition: background-color 0.3s;
+        }
+        .mermaid {
+            display: flex;
+            justify-content: center;
+        }
+        .hint {
+            color: var(--label-color, #666);
+            font-size: 14px;
+            margin-top: 16px;
+            text-align: center;
+            transition: color 0.3s;
+        }
+        .data-modal {
+            position: fixed;
+            top: 50%;
+            left: 50%;
+            transform: translate(-50%, -50%);
+            background: #1e1e1e;
+            color: #d4d4d4;
+            padding: 20px;
+            border-radius: 12px;
+            width: 80vw;
+            max-width: 1200px;
+            max-height: 80vh;
+            overflow: auto;
+            z-index: 1000;
+            display: none;
+            font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+            font-size: 13px;
+            box-shadow: 0 8px 32px rgba(0, 0, 0, 0.4);
+            min-width: 600px;
+        }
+        .data-modal-header {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            margin-bottom: 12px;
+            padding-bottom: 12px;
+            border-bottom: 1px solid #444;
+        }
+        .data-modal-title {
+            font-size: 16px;
+            font-weight: 600;
+            color: #fff;
+            display: flex;
+            flex-direction: column;
+            gap: 2px;
+        }
+        .data-modal-title-primary {
+            font-size: 16px;
+            font-weight: 600;
+            color: #fff;
+        }
+        .data-modal-title-secondary {
+            font-size: 11px;
+            font-weight: 400;
+            color: #666;
+            font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+        }
+        .data-modal-close {
+            cursor: pointer;
+            color: #888;
+            font-size: 24px;
+            line-height: 1;
+            padding: 4px 8px;
+            border-radius: 4px;
+            transition: background 0.2s;
+        }
+        .data-modal-close:hover {
+            background: #333;
+            color: #fff;
+        }
+        .format-toolbar {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            margin-bottom: 12px;
+            gap: 8px;
+        }
+        .format-tabs {
+            display: flex;
+            gap: 4px;
+        }
+        .format-actions {
+            display: flex;
+            gap: 4px;
+        }
+        .action-btn {
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            width: 32px;
+            height: 32px;
+            border-radius: 4px;
+            cursor: pointer;
+            font-size: 14px;
+            background: #333;
+            color: #888;
+            border: none;
+            transition: all 0.2s;
+        }
+        .action-btn:hover {
+            background: #444;
+            color: #fff;
+        }
+        .action-btn.copied {
+            background: rgba(16, 185, 129, 0.2);
+            color: #10b981;
+        }
+        .action-btn svg {
+            width: 16px;
+            height: 16px;
+            fill: currentColor;
+        }
+        .format-tab {
+            padding: 6px 12px;
+            border-radius: 4px;
+            cursor: pointer;
+            font-size: 12px;
+            font-weight: 500;
+            background: #333;
+            color: #888;
+            border: none;
+            transition: all 0.2s;
+        }
+        .format-tab:hover {
+            background: #444;
+            color: #ccc;
+        }
+        .format-tab.active {
+            background: #3b82f6;
+            color: #fff;
+        }
+        .format-tab:disabled {
+            opacity: 0.4;
+            cursor: not-allowed;
+        }
+        .data-modal-content {
+            white-space: pre-wrap;
+            word-wrap: break-word;
+            line-height: 1.5;
+        }
+        .data-modal-content.text-content {
+            line-height: 1;
+            white-space: pre;
+            word-wrap: normal;
+            overflow-x: auto;
+            padding-right: 20px;
+        }
+        .data-modal-content.html-content {
+            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+            background: #1e1e1e;
+            color: #d4d4d4;
+            padding: 12px;
+            border-radius: 4px;
+        }
+        .data-modal-content.html-content table {
+            border-collapse: collapse;
+            width: 100%;
+        }
+        .data-modal-content.html-content th,
+        .data-modal-content.html-content td {
+            border: 1px solid #444;
+            padding: 8px 12px;
+            text-align: left;
+        }
+        .data-modal-content.html-content th {
+            background: #252a30;
+            color: #e0e0e0;
+            font-weight: 600;
+        }
+        .data-modal-content.html-content tr:hover {
+            background: #2a2530;
+        }
+        .data-modal-overlay {
+            position: fixed;
+            top: 0;
+            left: 0;
+            width: 100%;
+            height: 100%;
+            background: rgba(0, 0, 0, 0.5);
+            z-index: 999;
+            display: none;
+        }
+        .clickable-stuff {
+            cursor: pointer !important;
+        }
+        .clickable-stuff:hover {
+            filter: brightness(1.1);
+        }
+    </style>
+</head>
+<body>
+    <div class="header">
+        <h1>Dataflow: graphspec</h1>
+        <div class="theme-selector">
+            <label for="theme-select">Theme:</label>
+            <select id="theme-select">
+                <option value="default">Default</option>
+                <option value="dark">Dark</option>
+                <option value="forest">Forest</option>
+                <option value="neutral">Neutral</option>
+                <option value="base">Base</option>
+            </select>
+        </div>
+    </div>
+    <div class="mermaid-container">
+        <div class="mermaid" id="mermaid-diagram">
+flowchart TD
+    %% Pipe nodes
+    n_ec4b74880e["analyze_cv"]:::pipe
+    n_8893ab3654["analyze_cv"]:::pipe
+    n_fd0528b4ef["analyze_job_requirements"]:::pipe
+    n_1a61f657ec["analyze_match"]:::pipe
+    n_7abb594330["analyze_match"]:::pipe
+    n_2eda08dfa5["extract_cv"]:::pipe
+    n_ec4eff0ce7["extract_cv"]:::pipe
+    n_b850f85f50["extract_job_offer"]:::pipe
+
+    %% Stuff nodes (data items)
+    s_dc8e9682f0(["candidate_profile<br/>CandidateProfile"]):::stuff
+    s_44444fe85a(["candidate_profile<br/>CandidateProfile"]):::stuff
+    s_385e2c2510(["cv_pages<br/>Page"]):::stuff
+    s_451643b0ff(["cv_pages<br/>Page"]):::stuff
+    s_c8adf02cf5(["cv_pdf<br/>PDF"]):::stuff
+    s_b82bebd560(["cv_pdf<br/>PDF"]):::stuff
+    s_482a2528d9(["job_offer_pages<br/>Page"]):::stuff
+    s_4a6729ed7a(["job_offer_pdf<br/>PDF"]):::stuff
+    s_b6910d1cd9(["job_requirements<br/>JobRequirements"]):::stuff
+    s_15dd06fe68(["match_analysis<br/>MatchAnalysis"]):::stuff
+    s_c448a753f6(["match_analysis<br/>MatchAnalysis"]):::stuff
+
+    %% Data flow edges: producer -> stuff -> consumer
+    n_7abb594330 --> s_15dd06fe68
+    n_1a61f657ec --> s_c448a753f6
+    n_b850f85f50 --> s_482a2528d9
+    n_ec4eff0ce7 --> s_451643b0ff
+    n_ec4b74880e --> s_44444fe85a
+    n_8893ab3654 --> s_dc8e9682f0
+    n_fd0528b4ef --> s_b6910d1cd9
+    n_2eda08dfa5 --> s_385e2c2510
+    s_482a2528d9 --> n_fd0528b4ef
+    s_c8adf02cf5 --> n_2eda08dfa5
+    s_b82bebd560 --> n_ec4eff0ce7
+    s_451643b0ff --> n_ec4b74880e
+    s_44444fe85a --> n_1a61f657ec
+    s_dc8e9682f0 --> n_7abb594330
+    s_b6910d1cd9 --> n_1a61f657ec
+    s_b6910d1cd9 --> n_7abb594330
+    s_385e2c2510 --> n_8893ab3654
+    s_4a6729ed7a --> n_b850f85f50
+
+    %% Style definitions
+    classDef pipe fill:#e6f3ff,stroke:#0066cc
+    classDef pipe_failed fill:#ffcccc,stroke:#cc0000
+    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px
+        </div>
+    </div>
+    <p class="hint">Click on data nodes (orange pills) to view their full content</p>
+    <div class="data-modal-overlay" id="modal-overlay"></div>
+    <div class="data-modal" id="data-modal">
+        <div class="data-modal-header">
+            <span class="data-modal-title" id="modal-title">Data Content</span>
+            <span class="data-modal-close" onclick="hideModal()">&times;</span>
+        </div>
+        <div class="format-toolbar">
+            <div class="format-tabs" id="format-tabs">
+                <button class="format-tab active" data-format="html" id="tab-html">HTML</button>
+                <button class="format-tab" data-format="json" id="tab-json">JSON</button>
+                <button class="format-tab" data-format="text" id="tab-text">Pretty</button>
+            </div>
+            <div class="format-actions">
+                <button class="action-btn" id="copy-btn" onclick="copyContent()" title="Copy">
+                    <svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z
+                        m3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z
+                        m0 16H8V7h11v14z"/></svg>
+                </button>
+                <button class="action-btn" id="download-btn" onclick="downloadContent()" title="Download">
+                    <svg viewBox="0 0 24 24">
+                        <path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>
+                    </svg>
+                </button>
+            </div>
+        </div>
+        <div class="data-modal-content" id="modal-content"></div>
+    </div>
+    <script>
+        // Embedded stuff data from graph (all formats)
+        const stuffDataJson = {"s_b94e399ab9": {"items": [{"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}]}, "s_4a6729ed7a": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_15d74c362d": {"items": [{"url": "data/CVx5/CV-01.pdf"}, {"url": "data/CVx5/CV-02.pdf"}]}, "s_482a2528d9": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_b6910d1cd9": {"required_skills": "rPFrGsEsxuZQIKohoNZE", "responsibilities": "npHVIfutLhgfyYqytjzQ", "qualifications": "FmfQxeLzEftxRnfQTHwB", "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"}, "s_15dd06fe68": {"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, "s_c8adf02cf5": {"url": "data/CVx5/CV-01.pdf"}, "s_385e2c2510": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_dc8e9682f0": {"skills": "MkvbtMmnWIApjOdwjqRx", "experience": "CFJgKeyHQNCjJdfLSPxM", "education": "DgadhTXsoWfCwZbIuLUA", "achievements": "iUfzQOZenwnYorIzpGlU"}, "s_c448a753f6": {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}, "s_b82bebd560": {"url": "data/CVx5/CV-02.pdf"}, "s_451643b0ff": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_44444fe85a": {"skills": "uFnIkwWXWoQibNMkfUbx", "experience": "WYxdaxuLRghrJVNTcevU", "education": "NympQPOkbWDKTmvSUGde", "achievements": "LfHsHyIQynfTWoopagTv"}};
+        const stuffDataText = {"s_b94e399ab9": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 vJDfvwBFBIreWcfnfiUf              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n", "s_4a6729ed7a": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_15d74c362d": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_482a2528d9": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_b6910d1cd9": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n", "s_15dd06fe68": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n", "s_c8adf02cf5": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_385e2c2510": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_dc8e9682f0": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n", "s_c448a753f6": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n", "s_b82bebd560": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_451643b0ff": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_44444fe85a": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n"};
+        const stuffDataHtml = {"s_b94e399ab9": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>", "s_4a6729ed7a": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_15d74c362d": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_482a2528d9": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_b6910d1cd9": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>", "s_15dd06fe68": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>", "s_c8adf02cf5": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_385e2c2510": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_dc8e9682f0": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>", "s_c448a753f6": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>", "s_b82bebd560": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_451643b0ff": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_44444fe85a": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>"};
+        const stuffMetadata = {"s_b94e399ab9": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_4a6729ed7a": {"name": "job_offer_pdf", "concept": "PDF"}, "s_15d74c362d": {"name": "cvs", "concept": "PDF"}, "s_482a2528d9": {"name": "job_offer_pages", "concept": "Page"}, "s_b6910d1cd9": {"name": "job_requirements", "concept": "JobRequirements"}, "s_15dd06fe68": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_c8adf02cf5": {"name": "cv_pdf", "concept": "PDF"}, "s_385e2c2510": {"name": "cv_pages", "concept": "Page"}, "s_dc8e9682f0": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_c448a753f6": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_b82bebd560": {"name": "cv_pdf", "concept": "PDF"}, "s_451643b0ff": {"name": "cv_pages", "concept": "Page"}, "s_44444fe85a": {"name": "candidate_profile", "concept": "CandidateProfile"}};
+        const mermaidCode = `flowchart TD
+    %% Pipe nodes
+    n_ec4b74880e["analyze_cv"]:::pipe
+    n_8893ab3654["analyze_cv"]:::pipe
+    n_fd0528b4ef["analyze_job_requirements"]:::pipe
+    n_1a61f657ec["analyze_match"]:::pipe
+    n_7abb594330["analyze_match"]:::pipe
+    n_2eda08dfa5["extract_cv"]:::pipe
+    n_ec4eff0ce7["extract_cv"]:::pipe
+    n_b850f85f50["extract_job_offer"]:::pipe
+
+    %% Stuff nodes (data items)
+    s_dc8e9682f0(["candidate_profile<br/>CandidateProfile"]):::stuff
+    s_44444fe85a(["candidate_profile<br/>CandidateProfile"]):::stuff
+    s_385e2c2510(["cv_pages<br/>Page"]):::stuff
+    s_451643b0ff(["cv_pages<br/>Page"]):::stuff
+    s_c8adf02cf5(["cv_pdf<br/>PDF"]):::stuff
+    s_b82bebd560(["cv_pdf<br/>PDF"]):::stuff
+    s_482a2528d9(["job_offer_pages<br/>Page"]):::stuff
+    s_4a6729ed7a(["job_offer_pdf<br/>PDF"]):::stuff
+    s_b6910d1cd9(["job_requirements<br/>JobRequirements"]):::stuff
+    s_15dd06fe68(["match_analysis<br/>MatchAnalysis"]):::stuff
+    s_c448a753f6(["match_analysis<br/>MatchAnalysis"]):::stuff
+
+    %% Data flow edges: producer -> stuff -> consumer
+    n_7abb594330 --> s_15dd06fe68
+    n_1a61f657ec --> s_c448a753f6
+    n_b850f85f50 --> s_482a2528d9
+    n_ec4eff0ce7 --> s_451643b0ff
+    n_ec4b74880e --> s_44444fe85a
+    n_8893ab3654 --> s_dc8e9682f0
+    n_fd0528b4ef --> s_b6910d1cd9
+    n_2eda08dfa5 --> s_385e2c2510
+    s_482a2528d9 --> n_fd0528b4ef
+    s_c8adf02cf5 --> n_2eda08dfa5
+    s_b82bebd560 --> n_ec4eff0ce7
+    s_451643b0ff --> n_ec4b74880e
+    s_44444fe85a --> n_1a61f657ec
+    s_dc8e9682f0 --> n_7abb594330
+    s_b6910d1cd9 --> n_1a61f657ec
+    s_b6910d1cd9 --> n_7abb594330
+    s_385e2c2510 --> n_8893ab3654
+    s_4a6729ed7a --> n_b850f85f50
+
+    %% Style definitions
+    classDef pipe fill:#e6f3ff,stroke:#0066cc
+    classDef pipe_failed fill:#ffcccc,stroke:#cc0000
+    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px`;
+
+        // Track current state
+        let currentStuffId = null;
+        let currentFormat = 'html';
+        let currentTheme = 'default';
+
+        // Theme-specific color palettes for custom node styling
+        const themePalettes = {
+            default: {
+                page: { bg: '#f8fafc', text: '#1e293b', label: '#64748b', border: '#cbd5e1',
+                        borderHover: '#94a3b8', selectBg: 'white', containerBg: 'white' },
+                failed: { fill: '#fee2e2', stroke: '#dc2626' },
+                controller: { fill: '#dbeafe', stroke: '#2563eb' },
+                pipe: { fill: '#dbeafe', stroke: '#2563eb' },
+                stuff: { fill: '#fef3c7', stroke: '#d97706' },
+                subgraph: ['#eff6ff', '#ecfdf5', '#fefce8', '#fdf4ff', '#f0fdfa']
+            },
+            dark: {
+                page: { bg: '#1a1a2e', text: '#e0f7fa', label: '#80deea', border: '#2d4a5a',
+                        borderHover: '#00bcd4', selectBg: '#2d4a5a', containerBg: '#16213e' },
+                failed: { fill: '#3a1a1a', stroke: '#ff5252' },
+                controller: { fill: '#1a3a4a', stroke: '#00e5ff' },
+                pipe: { fill: '#1a3a4a', stroke: '#00e5ff' },
+                stuff: { fill: '#2a1a3a', stroke: '#ff4081' },
+                subgraph: ['#1e3a4a', '#1a3a3a', '#2a3a4a', '#1a2a4a', '#2a4a4a']
+            },
+            forest: {
+                page: { bg: '#f0fdf4', text: '#14532d', label: '#166534', border: '#86efac',
+                        borderHover: '#4ade80', selectBg: 'white', containerBg: '#fafffe' },
+                failed: { fill: '#fecaca', stroke: '#b91c1c' },
+                controller: { fill: '#dcfce7', stroke: '#16a34a' },
+                pipe: { fill: '#dcfce7', stroke: '#16a34a' },
+                stuff: { fill: '#fef9c3', stroke: '#ca8a04' },
+                subgraph: ['#d1fae5', '#bbf7d0', '#d9f99d', '#fef08a', '#a7f3d0']
+            },
+            neutral: {
+                page: { bg: '#fafafa', text: '#171717', label: '#525252', border: '#d4d4d4',
+                        borderHover: '#a3a3a3', selectBg: 'white', containerBg: 'white' },
+                failed: { fill: '#fecaca', stroke: '#991b1b' },
+                controller: { fill: '#e5e5e5', stroke: '#525252' },
+                pipe: { fill: '#e5e5e5', stroke: '#525252' },
+                stuff: { fill: '#fef3c7', stroke: '#92400e' },
+                subgraph: ['#f5f5f5', '#e5e5e5', '#fafaf9', '#f5f5f4', '#fafafa']
+            },
+            base: {
+                page: { bg: '#fff', text: '#18181b', label: '#52525b', border: '#e4e4e7',
+                        borderHover: '#a1a1aa', selectBg: 'white', containerBg: '#fafafa' },
+                failed: { fill: '#ffe4e6', stroke: '#e11d48' },
+                controller: { fill: '#e0f2fe', stroke: '#0284c7' },
+                pipe: { fill: '#e0f2fe', stroke: '#0284c7' },
+                stuff: { fill: '#ffedd5', stroke: '#ea580c' },
+                subgraph: ['#f0f9ff', '#f0fdf4', '#fffbeb', '#fdf4ff', '#ecfeff']
+            }
+        };
+
+        function applyPageTheme(theme) {
+            const palette = themePalettes[theme]?.page || themePalettes.default.page;
+            document.documentElement.style.setProperty('--bg-color', palette.bg);
+            document.documentElement.style.setProperty('--text-color', palette.text);
+            document.documentElement.style.setProperty('--label-color', palette.label);
+            document.documentElement.style.setProperty('--border-color', palette.border);
+            document.documentElement.style.setProperty('--border-hover', palette.borderHover);
+            document.documentElement.style.setProperty('--select-bg', palette.selectBg);
+            document.documentElement.style.setProperty('--container-bg', palette.containerBg);
+        }
+
+        function applyThemeColors(code, theme) {
+            const palette = themePalettes[theme] || themePalettes.default;
+            let result = code;
+
+            // Replace classDef colors
+            result = result.replace(
+                /classDef\s+failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+controller\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef controller fill:${palette.controller.fill},stroke:${palette.controller.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+pipe\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef pipe fill:${palette.pipe.fill},stroke:${palette.pipe.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+pipe_failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef pipe_failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+stuff\s+fill:[^,]+,stroke:[^,]+/g,
+                `classDef stuff fill:${palette.stuff.fill},stroke:${palette.stuff.stroke}`
+            );
+
+            // Replace subgraph fill colors (style sg_xxx fill:#xxx)
+            const subgraphColors = palette.subgraph;
+            let colorIndex = 0;
+            result = result.replace(
+                /style\s+(sg_[^\s]+)\s+fill:#[a-fA-F0-9]+/g,
+                (match, subgraphId) => {
+                    const color = subgraphColors[colorIndex % subgraphColors.length];
+                    colorIndex++;
+                    return `style ${subgraphId} fill:${color}`;
+                }
+            );
+
+            return result;
+        }
+
+        function initMermaid(theme) {
+            mermaid.initialize({
+                startOnLoad: false,
+                theme: theme,
+                flowchart: {
+                    useMaxWidth: true,
+                    htmlLabels: true,
+                    curve: 'basis'
+                }
+            });
+        }
+
+        function attachClickHandlers() {
+            // Wait for mermaid to render, then attach click handlers
+            setTimeout(() => {
+                const svgContainer = document.querySelector('.mermaid svg');
+                if (!svgContainer) return;
+
+                // Find nodes by their flowchart IDs - use any available data source
+                const allStuffIds = new Set([
+                    ...Object.keys(stuffDataJson || {}),
+                    ...Object.keys(stuffDataText || {}),
+                    ...Object.keys(stuffDataHtml || {})
+                ]);
+
+                for (const stuffId of allStuffIds) {
+                    // Mermaid generates IDs like 'flowchart-s_xxx-123'
+                    const nodes = svgContainer.querySelectorAll(`[id^="flowchart-${stuffId}"]`);
+                    nodes.forEach(node => {
+                        node.classList.add('clickable-stuff');
+                        node.addEventListener('click', (e) => {
+                            e.stopPropagation();
+                            showModal(stuffId);
+                        });
+                    });
+                }
+            }, 500);
+        }
+
+        async function renderDiagram(theme) {
+            const container = document.getElementById('mermaid-diagram');
+            const themedCode = applyThemeColors(mermaidCode, theme);
+            container.innerHTML = themedCode;
+            container.removeAttribute('data-processed');
+            applyPageTheme(theme);
+            initMermaid(theme);
+            await mermaid.run({ nodes: [container] });
+            attachClickHandlers();
+        }
+
+        // Set initial theme in dropdown
+        document.getElementById('theme-select').value = currentTheme;
+
+        // Handle theme change
+        document.getElementById('theme-select').addEventListener('change', async (e) => {
+            currentTheme = e.target.value;
+            await renderDiagram(currentTheme);
+        });
+
+        // Initial render on page load
+        renderDiagram(currentTheme);
+
+        // Set up format tab handlers
+        document.querySelectorAll('.format-tab').forEach(tab => {
+            tab.addEventListener('click', () => {
+                if (tab.disabled) return;
+                const format = tab.dataset.format;
+                setFormat(format);
+            });
+        });
+
+        function setFormat(format) {
+            currentFormat = format;
+            // Update tab styling
+            document.querySelectorAll('.format-tab').forEach(t => t.classList.remove('active'));
+            document.getElementById(`tab-${format}`).classList.add('active');
+            // Re-render content if modal is open
+            if (currentStuffId) {
+                renderContent(currentStuffId, format);
+            }
+        }
+
+        function renderContent(stuffId, format) {
+            const content = document.getElementById('modal-content');
+            content.classList.remove('html-content', 'text-content');
+
+            if (format === 'json') {
+                const data = stuffDataJson?.[stuffId];
+                content.innerHTML = '';
+                content.textContent = data ? JSON.stringify(data, null, 2) : 'No JSON data available';
+            } else if (format === 'text') {
+                const data = stuffDataText?.[stuffId];
+                content.classList.add('text-content');
+                content.innerHTML = '';
+                content.textContent = data || 'No text data available';
+            } else if (format === 'html') {
+                const data = stuffDataHtml?.[stuffId];
+                if (data) {
+                    content.classList.add('html-content');
+                    content.innerHTML = data;
+                } else {
+                    content.innerHTML = '';
+                    content.textContent = 'No HTML data available';
+                }
+            }
+        }
+
+        function updateTabAvailability(stuffId) {
+            const jsonTab = document.getElementById('tab-json');
+            const textTab = document.getElementById('tab-text');
+            const htmlTab = document.getElementById('tab-html');
+
+            jsonTab.disabled = !stuffDataJson?.[stuffId];
+            textTab.disabled = !stuffDataText?.[stuffId];
+            htmlTab.disabled = !stuffDataHtml?.[stuffId];
+
+            // Find first available format (HTML -> JSON -> Pretty)
+            if (!htmlTab.disabled) return 'html';
+            if (!jsonTab.disabled) return 'json';
+            if (!textTab.disabled) return 'text';
+            return 'html';
+        }
+
+        function showModal(stuffId) {
+            currentStuffId = stuffId;
+            const modal = document.getElementById('data-modal');
+            const overlay = document.getElementById('modal-overlay');
+            const title = document.getElementById('modal-title');
+
+            // Build title from metadata (name + concept as primary, ID as secondary)
+            const meta = stuffMetadata?.[stuffId];
+            if (meta && (meta.name || meta.concept)) {
+                const primaryParts = [];
+                if (meta.name) primaryParts.push(meta.name);
+                if (meta.concept) primaryParts.push(`(${meta.concept})`);
+                const primary = `<span class="data-modal-title-primary">${primaryParts.join(' ')}</span>`;
+                const secondary = `<span class="data-modal-title-secondary">${stuffId}</span>`;
+                title.innerHTML = primary + secondary;
+            } else {
+                title.innerHTML = `<span class="data-modal-title-primary">${stuffId}</span>`;
+            }
+
+            // Update tab availability and select best format
+            const availableFormat = updateTabAvailability(stuffId);
+
+            // If current format is not available, switch to available one
+            const currentTab = document.getElementById(`tab-${currentFormat}`);
+            if (currentTab.disabled) {
+                setFormat(availableFormat);
+            } else {
+                renderContent(stuffId, currentFormat);
+            }
+
+            modal.style.display = 'block';
+            overlay.style.display = 'block';
+        }
+
+        function hideModal() {
+            document.getElementById('data-modal').style.display = 'none';
+            document.getElementById('modal-overlay').style.display = 'none';
+            currentStuffId = null;
+        }
+
+        // Get current content based on format
+        function getCurrentContent() {
+            if (!currentStuffId) return null;
+
+            if (currentFormat === 'json') {
+                const data = stuffDataJson?.[currentStuffId];
+                if (!data) return null;
+                return { content: JSON.stringify(data, null, 2), ext: 'json', mime: 'application/json' };
+            } else if (currentFormat === 'text') {
+                const data = stuffDataText?.[currentStuffId];
+                if (!data) return null;
+                return { content: data, ext: 'txt', mime: 'text/plain' };
+            } else if (currentFormat === 'html') {
+                const data = stuffDataHtml?.[currentStuffId];
+                if (!data) return null;
+                return { content: data, ext: 'html', mime: 'text/html' };
+            }
+            return null;
+        }
+
+        // Copy content to clipboard
+        function copyContent() {
+            const data = getCurrentContent();
+            if (!data) return;
+
+            navigator.clipboard.writeText(data.content).then(() => {
+                const btn = document.getElementById('copy-btn');
+                const checkIcon = '<svg viewBox="0 0 24 24">' +
+                    '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+                const copyIcon = '<svg viewBox="0 0 24 24">' +
+                    '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+                    'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+                    'm0 16H8V7h11v14z"/></svg>';
+                btn.innerHTML = checkIcon;
+                btn.classList.add('copied');
+                setTimeout(() => {
+                    btn.innerHTML = copyIcon;
+                    btn.classList.remove('copied');
+                }, 1500);
+            });
+        }
+
+        // Download content as file
+        function downloadContent() {
+            const data = getCurrentContent();
+            if (!data) return;
+
+            // Get name from metadata or use ID
+            const meta = stuffMetadata?.[currentStuffId];
+            const baseName = meta?.name || currentStuffId || 'data';
+            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
+
+            const blob = new Blob([data.content], { type: data.mime });
+            const url = URL.createObjectURL(blob);
+            const link = document.createElement('a');
+            link.href = url;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            URL.revokeObjectURL(url);
+        }
+
+        // Close modal when clicking overlay
+        document.getElementById('modal-overlay').addEventListener('click', hideModal);
+
+        // Close modal with Escape key
+        document.addEventListener('keydown', (e) => {
+            if (e.key === 'Escape') hideModal();
+        });
+    </script>
+</body>
+</html>
diff --git a/test_graphs/orchestration.html b/test_graphs/orchestration.html
new file mode 100644
index 0000000..a8168f4
--- /dev/null
+++ b/test_graphs/orchestration.html
@@ -0,0 +1,274 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Orchestration: graphspec</title>
+    <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>
+    <style>
+        body {
+            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
+            margin: 0;
+            padding: 20px;
+            background-color: var(--bg-color, #f5f5f5);
+            transition: background-color 0.3s;
+        }
+        .header {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            margin-bottom: 20px;
+        }
+        h1 {
+            color: var(--text-color, #333);
+            margin: 0;
+            transition: color 0.3s;
+        }
+        .theme-selector {
+            display: flex;
+            align-items: center;
+            gap: 8px;
+        }
+        .theme-selector label {
+            font-size: 14px;
+            color: var(--label-color, #666);
+            transition: color 0.3s;
+        }
+        .theme-selector select {
+            padding: 6px 12px;
+            border-radius: 6px;
+            border: 1px solid var(--border-color, #ccc);
+            background: var(--select-bg, white);
+            color: var(--text-color, #333);
+            font-size: 14px;
+            cursor: pointer;
+            transition: all 0.3s;
+        }
+        .theme-selector select:hover {
+            border-color: var(--border-hover, #999);
+        }
+        .mermaid-container {
+            background-color: var(--container-bg, white);
+            border-radius: 8px;
+            padding: 20px;
+            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+            transition: background-color 0.3s;
+        }
+        .mermaid {
+            display: flex;
+            justify-content: center;
+        }
+    </style>
+</head>
+<body>
+    <div class="header">
+        <h1>Orchestration: graphspec</h1>
+        <div class="theme-selector">
+            <label for="theme-select">Theme:</label>
+            <select id="theme-select">
+                <option value="default">Default</option>
+                <option value="dark">Dark</option>
+                <option value="forest">Forest</option>
+                <option value="neutral">Neutral</option>
+                <option value="base">Base</option>
+            </select>
+        </div>
+    </div>
+    <div class="mermaid-container">
+        <div class="mermaid" id="mermaid-diagram">
+flowchart TD
+    subgraph sg_n_d999b567cb["analyze_cvs_for_job_offer"]
+        subgraph sg_n_73e92e657c["process_cv_batch"]
+            subgraph sg_n_a39a037228["process_cv"]
+                n_8893ab3654["analyze_cv"]
+                n_7abb594330["analyze_match"]
+                n_2eda08dfa5["extract_cv"]
+            end
+            subgraph sg_n_46a5b90c7e["process_cv"]
+                n_ec4b74880e["analyze_cv"]
+                n_1a61f657ec["analyze_match"]
+                n_ec4eff0ce7["extract_cv"]
+            end
+        end
+        n_fd0528b4ef["analyze_job_requirements"]
+        n_b850f85f50["extract_job_offer"]
+    end
+
+    %% Style definitions
+    classDef failed fill:#ffcccc,stroke:#cc0000
+    classDef controller fill:#e6f3ff,stroke:#0066cc
+
+    %% Subgraph depth-based coloring
+    style sg_n_46a5b90c7e fill:#fffde6
+    style sg_n_73e92e657c fill:#e6ffe6
+    style sg_n_a39a037228 fill:#fffde6
+    style sg_n_d999b567cb fill:#e6f3ff
+        </div>
+    </div>
+    <script>
+        const mermaidCode = `flowchart TD
+    subgraph sg_n_d999b567cb["analyze_cvs_for_job_offer"]
+        subgraph sg_n_73e92e657c["process_cv_batch"]
+            subgraph sg_n_a39a037228["process_cv"]
+                n_8893ab3654["analyze_cv"]
+                n_7abb594330["analyze_match"]
+                n_2eda08dfa5["extract_cv"]
+            end
+            subgraph sg_n_46a5b90c7e["process_cv"]
+                n_ec4b74880e["analyze_cv"]
+                n_1a61f657ec["analyze_match"]
+                n_ec4eff0ce7["extract_cv"]
+            end
+        end
+        n_fd0528b4ef["analyze_job_requirements"]
+        n_b850f85f50["extract_job_offer"]
+    end
+
+    %% Style definitions
+    classDef failed fill:#ffcccc,stroke:#cc0000
+    classDef controller fill:#e6f3ff,stroke:#0066cc
+
+    %% Subgraph depth-based coloring
+    style sg_n_46a5b90c7e fill:#fffde6
+    style sg_n_73e92e657c fill:#e6ffe6
+    style sg_n_a39a037228 fill:#fffde6
+    style sg_n_d999b567cb fill:#e6f3ff`;
+        let currentTheme = 'default';
+
+        // Theme-specific color palettes for custom node styling
+        const themePalettes = {
+            default: {
+                page: { bg: '#f8fafc', text: '#1e293b', label: '#64748b', border: '#cbd5e1',
+                        borderHover: '#94a3b8', selectBg: 'white', containerBg: 'white' },
+                failed: { fill: '#fee2e2', stroke: '#dc2626' },
+                controller: { fill: '#dbeafe', stroke: '#2563eb' },
+                pipe: { fill: '#dbeafe', stroke: '#2563eb' },
+                stuff: { fill: '#fef3c7', stroke: '#d97706' },
+                subgraph: ['#eff6ff', '#ecfdf5', '#fefce8', '#fdf4ff', '#f0fdfa']
+            },
+            dark: {
+                page: { bg: '#1a1a2e', text: '#e0f7fa', label: '#80deea', border: '#2d4a5a',
+                        borderHover: '#00bcd4', selectBg: '#2d4a5a', containerBg: '#16213e' },
+                failed: { fill: '#3a1a1a', stroke: '#ff5252' },
+                controller: { fill: '#1a3a4a', stroke: '#00e5ff' },
+                pipe: { fill: '#1a3a4a', stroke: '#00e5ff' },
+                stuff: { fill: '#2a1a3a', stroke: '#ff4081' },
+                subgraph: ['#1e3a4a', '#1a3a3a', '#2a3a4a', '#1a2a4a', '#2a4a4a']
+            },
+            forest: {
+                page: { bg: '#f0fdf4', text: '#14532d', label: '#166534', border: '#86efac',
+                        borderHover: '#4ade80', selectBg: 'white', containerBg: '#fafffe' },
+                failed: { fill: '#fecaca', stroke: '#b91c1c' },
+                controller: { fill: '#dcfce7', stroke: '#16a34a' },
+                pipe: { fill: '#dcfce7', stroke: '#16a34a' },
+                stuff: { fill: '#fef9c3', stroke: '#ca8a04' },
+                subgraph: ['#d1fae5', '#bbf7d0', '#d9f99d', '#fef08a', '#a7f3d0']
+            },
+            neutral: {
+                page: { bg: '#fafafa', text: '#171717', label: '#525252', border: '#d4d4d4',
+                        borderHover: '#a3a3a3', selectBg: 'white', containerBg: 'white' },
+                failed: { fill: '#fecaca', stroke: '#991b1b' },
+                controller: { fill: '#e5e5e5', stroke: '#525252' },
+                pipe: { fill: '#e5e5e5', stroke: '#525252' },
+                stuff: { fill: '#fef3c7', stroke: '#92400e' },
+                subgraph: ['#f5f5f5', '#e5e5e5', '#fafaf9', '#f5f5f4', '#fafafa']
+            },
+            base: {
+                page: { bg: '#fff', text: '#18181b', label: '#52525b', border: '#e4e4e7',
+                        borderHover: '#a1a1aa', selectBg: 'white', containerBg: '#fafafa' },
+                failed: { fill: '#ffe4e6', stroke: '#e11d48' },
+                controller: { fill: '#e0f2fe', stroke: '#0284c7' },
+                pipe: { fill: '#e0f2fe', stroke: '#0284c7' },
+                stuff: { fill: '#ffedd5', stroke: '#ea580c' },
+                subgraph: ['#f0f9ff', '#f0fdf4', '#fffbeb', '#fdf4ff', '#ecfeff']
+            }
+        };
+
+        function applyPageTheme(theme) {
+            const palette = themePalettes[theme]?.page || themePalettes.default.page;
+            document.documentElement.style.setProperty('--bg-color', palette.bg);
+            document.documentElement.style.setProperty('--text-color', palette.text);
+            document.documentElement.style.setProperty('--label-color', palette.label);
+            document.documentElement.style.setProperty('--border-color', palette.border);
+            document.documentElement.style.setProperty('--border-hover', palette.borderHover);
+            document.documentElement.style.setProperty('--select-bg', palette.selectBg);
+            document.documentElement.style.setProperty('--container-bg', palette.containerBg);
+        }
+
+        function applyThemeColors(code, theme) {
+            const palette = themePalettes[theme] || themePalettes.default;
+            let result = code;
+
+            // Replace classDef colors
+            result = result.replace(
+                /classDef\s+failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+controller\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef controller fill:${palette.controller.fill},stroke:${palette.controller.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+pipe\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef pipe fill:${palette.pipe.fill},stroke:${palette.pipe.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+pipe_failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+                `classDef pipe_failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+            );
+            result = result.replace(
+                /classDef\s+stuff\s+fill:[^,]+,stroke:[^,]+/g,
+                `classDef stuff fill:${palette.stuff.fill},stroke:${palette.stuff.stroke}`
+            );
+
+            // Replace subgraph fill colors (style sg_xxx fill:#xxx)
+            const subgraphColors = palette.subgraph;
+            let colorIndex = 0;
+            result = result.replace(
+                /style\s+(sg_[^\s]+)\s+fill:#[a-fA-F0-9]+/g,
+                (match, subgraphId) => {
+                    const color = subgraphColors[colorIndex % subgraphColors.length];
+                    colorIndex++;
+                    return `style ${subgraphId} fill:${color}`;
+                }
+            );
+
+            return result;
+        }
+
+        function initMermaid(theme) {
+            mermaid.initialize({
+                startOnLoad: false,
+                theme: theme,
+                flowchart: {
+                    useMaxWidth: true,
+                    htmlLabels: true,
+                    curve: 'basis'
+                }
+            });
+        }
+
+        async function renderDiagram(theme) {
+            const container = document.getElementById('mermaid-diagram');
+            const themedCode = applyThemeColors(mermaidCode, theme);
+            container.innerHTML = themedCode;
+            container.removeAttribute('data-processed');
+            applyPageTheme(theme);
+            initMermaid(theme);
+            await mermaid.run({ nodes: [container] });
+        }
+
+        // Set initial theme in dropdown
+        document.getElementById('theme-select').value = currentTheme;
+
+        // Handle theme change
+        document.getElementById('theme-select').addEventListener('change', async (e) => {
+            currentTheme = e.target.value;
+            await renderDiagram(currentTheme);
+        });
+
+        // Initial render on page load
+        renderDiagram(currentTheme);
+    </script>
+</body>
+</html>
diff --git a/test_graphs/reactflow.html b/test_graphs/reactflow.html
new file mode 100644
index 0000000..941b237
--- /dev/null
+++ b/test_graphs/reactflow.html
@@ -0,0 +1,3646 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>ReactFlow: graphspec</title>
+    <!-- React and ReactDOM from CDN -->
+    <script crossorigin src="https://unpkg.com/react@18/umd/react.production.min.js"></script>
+    <script crossorigin src="https://unpkg.com/react-dom@18/umd/react-dom.production.min.js"></script>
+    <!-- ReactFlow from CDN (v11 - using reactflow package for UMD support) -->
+    <script src="https://unpkg.com/reactflow@11.11.4/dist/umd/index.js"></script>
+    <link rel="stylesheet" href="https://unpkg.com/reactflow@11.11.4/dist/style.css">
+    <!-- Dagre for layout -->
+    <script src="https://unpkg.com/dagre@0.8.5/dist/dagre.min.js"></script>
+    <!-- Google Fonts -->
+    <link rel="preconnect" href="https://fonts.googleapis.com">
+    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+    <link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@500&family=Inter:wght@400;600&display=swap" rel="stylesheet">
+    <style>
+        /* Dark theme (default) */
+        :root, [data-theme="dark"] {
+            --color-bg: #0f172a;
+            --color-surface: #1e293b;
+            --color-surface-hover: #334155;
+            --color-border: #334155;
+            --color-text: #f1f5f9;
+            --color-text-muted: #94a3b8;
+            --color-text-dim: #64748b;
+            --color-accent: #3b82f6;
+            --color-accent-hover: #60a5fa;
+            --color-success: #10b981;
+            --color-success-bg: rgba(16, 185, 129, 0.15);
+            --color-error: #ef4444;
+            --color-error-bg: rgba(239, 68, 68, 0.15);
+            --color-warning: #f59e0b;
+            --color-stuff: #f59e0b;
+            --color-stuff-bg: rgba(245, 158, 11, 0.15);
+            --color-stuff-border: #d97706;
+            --color-stuff-text: #fef3c7;
+            --color-stuff-text-dim: #fcd34d;
+            --color-pipe: #3b82f6;
+            --color-pipe-bg: rgba(59, 130, 246, 0.1);
+            --color-pipe-text: #dbeafe;
+            --color-pipe-failed: #ef4444;
+            --color-pipe-failed-bg: rgba(239, 68, 68, 0.15);
+            --font-sans: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
+            --font-mono: 'JetBrains Mono', 'Monaco', 'Menlo', monospace;
+            --radius-sm: 4px;
+            --radius-md: 8px;
+            --radius-lg: 12px;
+            --radius-pill: 999px;
+            --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.3);
+            --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.4);
+            --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.5);
+        }
+        /* Light theme */
+        [data-theme="light"] {
+            --color-bg: #f8fafc;
+            --color-surface: #ffffff;
+            --color-surface-hover: #f1f5f9;
+            --color-border: #e2e8f0;
+            --color-text: #1e293b;
+            --color-text-muted: #64748b;
+            --color-text-dim: #94a3b8;
+            --color-accent: #3b82f6;
+            --color-accent-hover: #2563eb;
+            --color-success: #10b981;
+            --color-success-bg: rgba(16, 185, 129, 0.1);
+            --color-error: #ef4444;
+            --color-error-bg: rgba(239, 68, 68, 0.1);
+            --color-warning: #f59e0b;
+            --color-stuff: #f59e0b;
+            --color-stuff-bg: rgba(245, 158, 11, 0.1);
+            --color-stuff-border: #d97706;
+            --color-stuff-text: #78350f;
+            --color-stuff-text-dim: #92400e;
+            --color-pipe: #3b82f6;
+            --color-pipe-bg: rgba(59, 130, 246, 0.08);
+            --color-pipe-text: #1e3a8a;
+            --color-pipe-failed: #ef4444;
+            --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
+            --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
+            --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
+            --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
+        }
+        /* System theme - follows OS preference */
+        @media (prefers-color-scheme: light) {
+            [data-theme="system"] {
+                --color-bg: #f8fafc;
+                --color-surface: #ffffff;
+                --color-surface-hover: #f1f5f9;
+                --color-border: #e2e8f0;
+                --color-text: #1e293b;
+                --color-text-muted: #64748b;
+                --color-text-dim: #94a3b8;
+                --color-accent: #3b82f6;
+                --color-accent-hover: #2563eb;
+                --color-success: #10b981;
+                --color-success-bg: rgba(16, 185, 129, 0.1);
+                --color-error: #ef4444;
+                --color-error-bg: rgba(239, 68, 68, 0.1);
+                --color-warning: #f59e0b;
+                --color-stuff: #f59e0b;
+                --color-stuff-bg: rgba(245, 158, 11, 0.1);
+                --color-stuff-border: #d97706;
+                --color-stuff-text: #78350f;
+                --color-stuff-text-dim: #92400e;
+                --color-pipe: #3b82f6;
+                --color-pipe-bg: rgba(59, 130, 246, 0.08);
+                --color-pipe-text: #1e3a8a;
+                --color-pipe-failed: #ef4444;
+                --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
+                --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
+                --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
+                --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
+            }
+        }
+        * { margin: 0; padding: 0; box-sizing: border-box; }
+        body {
+            font-family: var(--font-sans);
+            height: 100vh;
+            overflow: hidden;
+            background: var(--color-bg);
+            color: var(--color-text);
+        }
+        #app-container {
+            display: flex;
+            flex-direction: column;
+            height: 100vh;
+        }
+        .header {
+            display: flex;
+            align-items: center;
+            justify-content: space-between;
+            padding: 12px 20px;
+            background: var(--color-surface);
+            border-bottom: 1px solid var(--color-border);
+            z-index: 100;
+        }
+        .header-left {
+            display: flex;
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+      ],
+      "f5acde8e-da67-407e-87ad-2cad43d68eff:node_8": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_9",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_10",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_11"
+      ]
+    },
+    "search": {
+      "pipe_code:analyze_cvs_for_job_offer": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_0"
+      ],
+      "pipe_type:PipeSequence": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_0",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_4",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_8"
+      ],
+      "status:succeeded": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_0",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_1",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_3",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_4",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_5",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_6",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_7",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_8",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_9",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_10",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_11"
+      ],
+      "pipe_code:extract_job_offer": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_1"
+      ],
+      "pipe_type:PipeExtract": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_1",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_5",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_9"
+      ],
+      "pipe_code:analyze_job_requirements": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2"
+      ],
+      "pipe_type:PipeLLM": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_6",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_7",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_10",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_11"
+      ],
+      "pipe_code:process_cv_batch": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_3"
+      ],
+      "pipe_type:PipeBatch": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_3"
+      ],
+      "pipe_code:process_cv": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_4",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_8"
+      ],
+      "pipe_code:extract_cv": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_5",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_9"
+      ],
+      "pipe_code:analyze_cv": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_6",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_10"
+      ],
+      "pipe_code:analyze_match": [
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_7",
+        "f5acde8e-da67-407e-87ad-2cad43d68eff:node_11"
+      ]
+    }
+  },
+  "payloads": null
+}</script>
+    <!-- Embedded GraphSpec (for dataflow extraction) -->
+    <script type="application/json" id="pipelex-graphspec">{
+  "schema_version": "1.0",
+  "graph_id": "f5acde8e-da67-407e-87ad-2cad43d68eff",
+  "created_at": "2026-01-06T22:53:45.270526Z",
+  "pipeline_ref": {
+    "domain": "cv_job_matching",
+    "main_pipe": "analyze_cvs_for_job_offer",
+    "entrypoint": null
+  },
+  "nodes": [
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_0",
+      "kind": "controller",
+      "pipe_code": "analyze_cvs_for_job_offer",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.276787Z",
+        "ended_at": "2026-01-06T22:53:45.355742Z",
+        "duration_ms": 78
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "job_offer_pdf",
+            "concept": "PDF",
+            "content_type": "PDFContent",
+            "preview": null,
+            "size": null,
+            "digest": "eCzig",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "cvs",
+            "concept": "PDF",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "3yvCy",
+            "data": {
+              "items": [
+                {
+                  "url": "data/CVx5/CV-01.pdf"
+                },
+                {
+                  "url": "data/CVx5/CV-02.pdf"
+                }
+              ]
+            },
+            "data_text": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n",
+            "data_html": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analyses",
+            "concept": "MatchAnalysis",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "FCVHG",
+            "data": {
+              "items": [
+                {
+                  "match_score": 358.691598511879,
+                  "strengths": "boneiiNAiKnZkUtySttm",
+                  "gaps": "WIodADYSxbcGGffJwirS",
+                  "overall_assessment": "AMSfxghBitqExjCgUFiq"
+                },
+                {
+                  "match_score": -61423.1314225705,
+                  "strengths": "gPmfVOzopfdPwtWNZvbU",
+                  "gaps": "vJDfvwBFBIreWcfnfiUf",
+                  "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"
+                }
+              ]
+            },
+            "data_text": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 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\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n",
+            "data_html": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_1",
+      "kind": "operator",
+      "pipe_code": "extract_job_offer",
+      "pipe_type": "PipeExtract",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.280334Z",
+        "ended_at": "2026-01-06T22:53:45.284620Z",
+        "duration_ms": 4
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "job_offer_pdf",
+            "concept": "PDF",
+            "content_type": "PDFContent",
+            "preview": null,
+            "size": null,
+            "digest": "eCzig",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "job_offer_pages",
+            "concept": "Page",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "2Q8gF",
+            "data": {
+              "items": [
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                }
+              ]
+            },
+            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2",
+      "kind": "operator",
+      "pipe_code": "analyze_job_requirements",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.285552Z",
+        "ended_at": "2026-01-06T22:53:45.296305Z",
+        "duration_ms": 10
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "job_offer_pages",
+            "concept": "Page",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "2Q8gF",
+            "data": {
+              "items": [
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                }
+              ]
+            },
+            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": "JobRequirements",
+            "preview": null,
+            "size": null,
+            "digest": "P4bF9",
+            "data": {
+              "required_skills": "rPFrGsEsxuZQIKohoNZE",
+              "responsibilities": "npHVIfutLhgfyYqytjzQ",
+              "qualifications": "FmfQxeLzEftxRnfQTHwB",
+              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
+            },
+            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_3",
+      "kind": "controller",
+      "pipe_code": "process_cv_batch",
+      "pipe_type": "PipeBatch",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.296448Z",
+        "ended_at": "2026-01-06T22:53:45.354264Z",
+        "duration_ms": 57
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cvs",
+            "concept": "PDF",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "3yvCy",
+            "data": {
+              "items": [
+                {
+                  "url": "data/CVx5/CV-01.pdf"
+                },
+                {
+                  "url": "data/CVx5/CV-02.pdf"
+                }
+              ]
+            },
+            "data_text": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n",
+            "data_html": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analyses",
+            "concept": "MatchAnalysis",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "FCVHG",
+            "data": {
+              "items": [
+                {
+                  "match_score": 358.691598511879,
+                  "strengths": "boneiiNAiKnZkUtySttm",
+                  "gaps": "WIodADYSxbcGGffJwirS",
+                  "overall_assessment": "AMSfxghBitqExjCgUFiq"
+                },
+                {
+                  "match_score": -61423.1314225705,
+                  "strengths": "gPmfVOzopfdPwtWNZvbU",
+                  "gaps": "vJDfvwBFBIreWcfnfiUf",
+                  "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"
+                }
+              ]
+            },
+            "data_text": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 vJDfvwBFBIreWcfnfiUf              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n",
+            "data_html": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_4",
+      "kind": "controller",
+      "pipe_code": "process_cv",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.299475Z",
+        "ended_at": "2026-01-06T22:53:45.324566Z",
+        "duration_ms": 25
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "PDF",
+            "content_type": "PDFContent",
+            "preview": null,
+            "size": null,
+            "digest": "3yvCy-branch-0",
+            "data": {
+              "url": "data/CVx5/CV-01.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": "JobRequirements",
+            "preview": null,
+            "size": null,
+            "digest": "P4bF9",
+            "data": {
+              "required_skills": "rPFrGsEsxuZQIKohoNZE",
+              "responsibilities": "npHVIfutLhgfyYqytjzQ",
+              "qualifications": "FmfQxeLzEftxRnfQTHwB",
+              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
+            },
+            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "Batch result 1 of match_analyses",
+            "concept": "MatchAnalysis",
+            "content_type": "MatchAnalysis",
+            "preview": null,
+            "size": null,
+            "digest": "2NdvX-branch-0",
+            "data": {
+              "match_score": 358.691598511879,
+              "strengths": "boneiiNAiKnZkUtySttm",
+              "gaps": "WIodADYSxbcGGffJwirS",
+              "overall_assessment": "AMSfxghBitqExjCgUFiq"
+            },
+            "data_text": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n",
+            "data_html": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_5",
+      "kind": "operator",
+      "pipe_code": "extract_cv",
+      "pipe_type": "PipeExtract",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.301621Z",
+        "ended_at": "2026-01-06T22:53:45.304911Z",
+        "duration_ms": 3
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "PDF",
+            "content_type": "PDFContent",
+            "preview": null,
+            "size": null,
+            "digest": "3yvCy-branch-0",
+            "data": {
+              "url": "data/CVx5/CV-01.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "cv_pages",
+            "concept": "Page",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "QJgkp",
+            "data": {
+              "items": [
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                }
+              ]
+            },
+            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_6",
+      "kind": "operator",
+      "pipe_code": "analyze_cv",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.305682Z",
+        "ended_at": "2026-01-06T22:53:45.314984Z",
+        "duration_ms": 9
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pages",
+            "concept": "Page",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "QJgkp",
+            "data": {
+              "items": [
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                }
+              ]
+            },
+            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "candidate_profile",
+            "concept": "CandidateProfile",
+            "content_type": "CandidateProfile",
+            "preview": null,
+            "size": null,
+            "digest": "GPhja",
+            "data": {
+              "skills": "MkvbtMmnWIApjOdwjqRx",
+              "experience": "CFJgKeyHQNCjJdfLSPxM",
+              "education": "DgadhTXsoWfCwZbIuLUA",
+              "achievements": "iUfzQOZenwnYorIzpGlU"
+            },
+            "data_text": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n",
+            "data_html": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_7",
+      "kind": "operator",
+      "pipe_code": "analyze_match",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.315783Z",
+        "ended_at": "2026-01-06T22:53:45.324088Z",
+        "duration_ms": 8
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "candidate_profile",
+            "concept": "CandidateProfile",
+            "content_type": "CandidateProfile",
+            "preview": null,
+            "size": null,
+            "digest": "GPhja",
+            "data": {
+              "skills": "MkvbtMmnWIApjOdwjqRx",
+              "experience": "CFJgKeyHQNCjJdfLSPxM",
+              "education": "DgadhTXsoWfCwZbIuLUA",
+              "achievements": "iUfzQOZenwnYorIzpGlU"
+            },
+            "data_text": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n",
+            "data_html": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": "JobRequirements",
+            "preview": null,
+            "size": null,
+            "digest": "P4bF9",
+            "data": {
+              "required_skills": "rPFrGsEsxuZQIKohoNZE",
+              "responsibilities": "npHVIfutLhgfyYqytjzQ",
+              "qualifications": "FmfQxeLzEftxRnfQTHwB",
+              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
+            },
+            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": "MatchAnalysis",
+            "preview": null,
+            "size": null,
+            "digest": "2NdvX-branch-0",
+            "data": {
+              "match_score": 358.691598511879,
+              "strengths": "boneiiNAiKnZkUtySttm",
+              "gaps": "WIodADYSxbcGGffJwirS",
+              "overall_assessment": "AMSfxghBitqExjCgUFiq"
+            },
+            "data_text": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n",
+            "data_html": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_8",
+      "kind": "controller",
+      "pipe_code": "process_cv",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.324576Z",
+        "ended_at": "2026-01-06T22:53:45.351853Z",
+        "duration_ms": 27
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "PDF",
+            "content_type": "PDFContent",
+            "preview": null,
+            "size": null,
+            "digest": "3yvCy-branch-1",
+            "data": {
+              "url": "data/CVx5/CV-02.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": "JobRequirements",
+            "preview": null,
+            "size": null,
+            "digest": "P4bF9",
+            "data": {
+              "required_skills": "rPFrGsEsxuZQIKohoNZE",
+              "responsibilities": "npHVIfutLhgfyYqytjzQ",
+              "qualifications": "FmfQxeLzEftxRnfQTHwB",
+              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
+            },
+            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "Batch result 2 of match_analyses",
+            "concept": "MatchAnalysis",
+            "content_type": "MatchAnalysis",
+            "preview": null,
+            "size": null,
+            "digest": "2NdvX-branch-1",
+            "data": {
+              "match_score": -61423.1314225705,
+              "strengths": "gPmfVOzopfdPwtWNZvbU",
+              "gaps": "vJDfvwBFBIreWcfnfiUf",
+              "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"
+            },
+            "data_text": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n",
+            "data_html": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_9",
+      "kind": "operator",
+      "pipe_code": "extract_cv",
+      "pipe_type": "PipeExtract",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.326777Z",
+        "ended_at": "2026-01-06T22:53:45.330201Z",
+        "duration_ms": 3
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "PDF",
+            "content_type": "PDFContent",
+            "preview": null,
+            "size": null,
+            "digest": "3yvCy-branch-1",
+            "data": {
+              "url": "data/CVx5/CV-02.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "cv_pages",
+            "concept": "Page",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "EfpsU",
+            "data": {
+              "items": [
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                }
+              ]
+            },
+            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_10",
+      "kind": "operator",
+      "pipe_code": "analyze_cv",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.331002Z",
+        "ended_at": "2026-01-06T22:53:45.341423Z",
+        "duration_ms": 10
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pages",
+            "concept": "Page",
+            "content_type": "ListContent",
+            "preview": null,
+            "size": null,
+            "digest": "EfpsU",
+            "data": {
+              "items": [
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                },
+                {
+                  "text_and_images": {
+                    "text": {
+                      "text": "DRY RUN: OCR text"
+                    },
+                    "images": []
+                  },
+                  "page_view": null
+                }
+              ]
+            },
+            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "candidate_profile",
+            "concept": "CandidateProfile",
+            "content_type": "CandidateProfile",
+            "preview": null,
+            "size": null,
+            "digest": "Eyy2s",
+            "data": {
+              "skills": "uFnIkwWXWoQibNMkfUbx",
+              "experience": "WYxdaxuLRghrJVNTcevU",
+              "education": "NympQPOkbWDKTmvSUGde",
+              "achievements": "LfHsHyIQynfTWoopagTv"
+            },
+            "data_text": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n",
+            "data_html": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_11",
+      "kind": "operator",
+      "pipe_code": "analyze_match",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-06T22:53:45.342451Z",
+        "ended_at": "2026-01-06T22:53:45.351377Z",
+        "duration_ms": 8
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "candidate_profile",
+            "concept": "CandidateProfile",
+            "content_type": "CandidateProfile",
+            "preview": null,
+            "size": null,
+            "digest": "Eyy2s",
+            "data": {
+              "skills": "uFnIkwWXWoQibNMkfUbx",
+              "experience": "WYxdaxuLRghrJVNTcevU",
+              "education": "NympQPOkbWDKTmvSUGde",
+              "achievements": "LfHsHyIQynfTWoopagTv"
+            },
+            "data_text": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n",
+            "data_html": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": "JobRequirements",
+            "preview": null,
+            "size": null,
+            "digest": "P4bF9",
+            "data": {
+              "required_skills": "rPFrGsEsxuZQIKohoNZE",
+              "responsibilities": "npHVIfutLhgfyYqytjzQ",
+              "qualifications": "FmfQxeLzEftxRnfQTHwB",
+              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
+            },
+            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": "MatchAnalysis",
+            "preview": null,
+            "size": null,
+            "digest": "2NdvX-branch-1",
+            "data": {
+              "match_score": -61423.1314225705,
+              "strengths": "gPmfVOzopfdPwtWNZvbU",
+              "gaps": "vJDfvwBFBIreWcfnfiUf",
+              "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"
+            },
+            "data_text": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n",
+            "data_html": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    }
+  ],
+  "edges": [
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+      "kind": "contains",
+      "label": null,
+      "meta": {}
+    },
+    {
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+      "kind": "contains",
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+      "meta": {}
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+    {
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+    {
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+      "kind": "contains",
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+      "target": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2",
+      "kind": "data",
+      "label": "job_offer_pages",
+      "meta": {}
+    },
+    {
+      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_12",
+      "source": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2",
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+      "kind": "data",
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+    },
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+      "target": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_6",
+      "kind": "data",
+      "label": "cv_pages",
+      "meta": {}
+    },
+    {
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+      "source": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_6",
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+      "kind": "data",
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+    },
+    {
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+      "kind": "data",
+      "label": "job_requirements",
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+    },
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+      "kind": "data",
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+      "meta": {}
+    },
+    {
+      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_17",
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+      "target": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_10",
+      "kind": "data",
+      "label": "cv_pages",
+      "meta": {}
+    },
+    {
+      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_18",
+      "source": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_10",
+      "target": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_11",
+      "kind": "data",
+      "label": "candidate_profile",
+      "meta": {}
+    },
+    {
+      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_19",
+      "source": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2",
+      "target": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_11",
+      "kind": "data",
+      "label": "job_requirements",
+      "meta": {}
+    }
+  ],
+  "meta": {}
+}</script>
+    <!-- Embedded stuff data in multiple formats for display toggle -->
+    <script type="application/json" id="pipelex-stuff-data-text">{"s_b94e399ab9": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 vJDfvwBFBIreWcfnfiUf              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n", "s_4a6729ed7a": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_15d74c362d": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_482a2528d9": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_b6910d1cd9": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n", "s_15dd06fe68": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n", "s_c8adf02cf5": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_385e2c2510": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_dc8e9682f0": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n", "s_c448a753f6": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n", "s_b82bebd560": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_451643b0ff": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_44444fe85a": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n"}</script>
+    <script type="application/json" id="pipelex-stuff-data-html">{"s_b94e399ab9": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>", "s_4a6729ed7a": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_15d74c362d": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_482a2528d9": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_b6910d1cd9": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>", "s_15dd06fe68": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>", "s_c8adf02cf5": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_385e2c2510": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_dc8e9682f0": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>", "s_c448a753f6": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>", "s_b82bebd560": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_451643b0ff": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_44444fe85a": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>"}</script>
+
+    <script>
+        // Theme switching functionality
+        const themes = ['dark', 'light', 'system'];
+        const initialTheme = 'dark';
+        let currentThemeIndex = themes.indexOf(localStorage.getItem('pipelex-theme') || initialTheme);
+        if (currentThemeIndex === -1) currentThemeIndex = 0;
+
+        function applyTheme(theme) {
+            document.documentElement.setAttribute('data-theme', theme);
+            localStorage.setItem('pipelex-theme', theme);
+            // Update button icons
+            document.querySelectorAll('.theme-icon').forEach(icon => icon.classList.remove('active'));
+            const activeIcon = document.querySelector(`.${theme}-icon`);
+            if (activeIcon) activeIcon.classList.add('active');
+        }
+
+        // Set up theme toggle button
+        document.getElementById('theme-toggle').addEventListener('click', () => {
+            currentThemeIndex = (currentThemeIndex + 1) % themes.length;
+            applyTheme(themes[currentThemeIndex]);
+        });
+
+        // Apply initial theme immediately
+        applyTheme(themes[currentThemeIndex]);
+
+        // Parse embedded ViewSpec
+        const viewspecElement = document.getElementById('pipelex-viewspec');
+        const viewspec = JSON.parse(viewspecElement.textContent);
+
+        // Parse GraphSpec if present
+        const graphspecElement = document.getElementById('pipelex-graphspec');
+        const graphspec = graphspecElement ? JSON.parse(graphspecElement.textContent) : null;
+
+        // Parse stuff data in alternate formats (for display toggle)
+        const stuffDataTextElement = document.getElementById('pipelex-stuff-data-text');
+        const stuffDataText = stuffDataTextElement ? JSON.parse(stuffDataTextElement.textContent || '{}') : {};
+        const stuffDataHtmlElement = document.getElementById('pipelex-stuff-data-html');
+        const stuffDataHtml = stuffDataHtmlElement ? JSON.parse(stuffDataHtmlElement.textContent || '{}') : {};
+
+        // Track current format selection for stuff display
+        let currentStuffFormat = 'html';
+
+        // ====================================================================
+        // DATAFLOW ANALYSIS: Extract stuff nodes and build producer/consumer maps
+        // This mirrors the Python GraphAnalysis logic
+        // ====================================================================
+        function buildDataflowAnalysis(graphspec) {
+            if (!graphspec) return null;
+
+            const stuffRegistry = {};      // digest -> { name, concept, data, dataText, dataHtml }
+            const stuffProducers = {};     // digest -> producer_node_id
+            const stuffConsumers = {};     // digest -> [consumer_node_ids]
+            const containmentTree = {};    // parent_id -> [child_ids]
+            const childNodeIds = new Set();
+
+            // Build containment tree from edges
+            for (const edge of graphspec.edges) {
+                if (edge.kind === 'contains') {
+                    if (!containmentTree[edge.source]) containmentTree[edge.source] = [];
+                    containmentTree[edge.source].push(edge.target);
+                    childNodeIds.add(edge.target);
+                }
+            }
+
+            // Controller IDs are nodes that have children
+            const controllerNodeIds = new Set(Object.keys(containmentTree));
+
+            // Process nodes for stuff extraction
+            for (const node of graphspec.nodes) {
+                // Skip controllers - they don't directly transform data
+                if (controllerNodeIds.has(node.node_id)) continue;
+
+                const nodeIo = node.node_io || {};
+
+                // Collect outputs (this node produces these stuffs)
+                for (const output of (nodeIo.outputs || [])) {
+                    if (output.digest) {
+                        stuffRegistry[output.digest] = {
+                            name: output.name,
+                            concept: output.concept,
+                            data: output.data,
+                            dataText: output.data_text,
+                            dataHtml: output.data_html,
+                        };
+                        stuffProducers[output.digest] = node.node_id;
+                    }
+                }
+
+                // Collect inputs (this node consumes these stuffs)
+                for (const input of (nodeIo.inputs || [])) {
+                    if (input.digest) {
+                        // Register stuff even if we don't know the producer (pipeline input)
+                        if (!stuffRegistry[input.digest]) {
+                            stuffRegistry[input.digest] = {
+                                name: input.name,
+                                concept: input.concept,
+                                data: input.data,
+                                dataText: input.data_text,
+                                dataHtml: input.data_html,
+                            };
+                        }
+                        if (!stuffConsumers[input.digest]) stuffConsumers[input.digest] = [];
+                        stuffConsumers[input.digest].push(node.node_id);
+                    }
+                }
+            }
+
+            return {
+                stuffRegistry,
+                stuffProducers,
+                stuffConsumers,
+                controllerNodeIds,
+                childNodeIds,
+            };
+        }
+
+        const dataflowAnalysis = buildDataflowAnalysis(graphspec);
+        const hasDataflow = dataflowAnalysis && Object.keys(dataflowAnalysis.stuffRegistry).length > 0;
+
+        // Update footer stats
+        const statsEl = document.getElementById('footer-stats');
+        const pipeCount = hasDataflow
+            ? graphspec.nodes.filter(n => !dataflowAnalysis.controllerNodeIds.has(n.node_id)).length
+            : viewspec.nodes.length;
+        const stuffCount = hasDataflow ? Object.keys(dataflowAnalysis.stuffRegistry).length : 0;
+        const succeededCount = viewspec.nodes.filter(n => n.status === 'succeeded').length;
+        const failedCount = viewspec.nodes.filter(n => n.status === 'failed').length;
+
+        statsEl.innerHTML = `
+            <div class="stat-item">
+                <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+                    <rect x="3" y="3" width="18" height="18" rx="2"/>
+                </svg>
+                <span class="stat-value">${pipeCount}</span> pipes
+            </div>
+            ${stuffCount > 0 ? `<div class="stat-item" style="color: var(--color-stuff)">
+                <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+                    <ellipse cx="12" cy="12" rx="10" ry="6"/>
+                </svg>
+                <span class="stat-value">${stuffCount}</span> data
+            </div>` : ''}
+            ${succeededCount > 0 ? `<div class="stat-item" style="color: var(--color-success)">
+                <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+                    <polyline points="20 6 9 17 4 12"/>
+                </svg>
+                <span class="stat-value">${succeededCount}</span>
+            </div>` : ''}
+            ${failedCount > 0 ? `<div class="stat-item" style="color: var(--color-error)">
+                <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+                    <circle cx="12" cy="12" r="10"/><line x1="15" y1="9" x2="9" y2="15"/><line x1="9" y1="9" x2="15" y2="15"/>
+                </svg>
+                <span class="stat-value">${failedCount}</span>
+            </div>` : ''}
+        `;
+
+        // ReactFlow setup
+        const { React, ReactDOM } = window;
+        const ReactFlowLib = window.ReactFlowRenderer || window.ReactFlow || {};
+        const { ReactFlow, useNodesState, useEdgesState, Background, Controls, MarkerType } = ReactFlowLib;
+
+        // Dagre layout function
+        function getLayoutedElements(nodes, edges, direction = 'TB') {
+            const g = new dagre.graphlib.Graph();
+            g.setDefaultEdgeLabel(() => ({}));
+            g.setGraph({
+                rankdir: direction,
+                nodesep: 50,
+                ranksep: 80,
+                edgesep: 20,
+                marginx: 40,
+                marginy: 40,
+            });
+
+            nodes.forEach((node) => {
+                const nodeData = node.data || {};
+                const isStuff = nodeData.isStuff;
+                // Estimate width based on label length (rough: 8px per character + padding)
+                const labelText = nodeData.label?.props?.children?.[0]?.props?.children || '';
+                const estimatedWidth = Math.max(180, Math.min(400, labelText.length * 8 + 60));
+                const width = isStuff ? Math.max(180, estimatedWidth) : Math.max(200, estimatedWidth);
+                const height = isStuff ? 60 : 70;
+                g.setNode(node.id, { width, height });
+            });
+
+            edges.forEach((edge) => {
+                g.setEdge(edge.source, edge.target);
+            });
+
+            dagre.layout(g);
+
+            const layoutedNodes = nodes.map((node) => {
+                const nodeWithPosition = g.node(node.id);
+                const nodeData = node.data || {};
+                const isStuff = nodeData.isStuff;
+                const width = isStuff ? 180 : 200;
+                return {
+                    ...node,
+                    position: {
+                        x: nodeWithPosition.x - width / 2,
+                        y: nodeWithPosition.y - 30,
+                    },
+                };
+            });
+
+            return { nodes: layoutedNodes, edges };
+        }
+
+        // ====================================================================
+        // BUILD DATAFLOW NODES AND EDGES
+        // ====================================================================
+        function buildDataflowGraph(graphspec, analysis) {
+            const nodes = [];
+            const edges = [];
+            const nodeIdMap = {};  // original node_id -> graphspec node
+
+            // Map node IDs to nodes
+            for (const node of graphspec.nodes) {
+                nodeIdMap[node.node_id] = node;
+            }
+
+            // Find participating pipes (those that produce or consume data)
+            const participatingPipes = new Set();
+            for (const producer of Object.values(analysis.stuffProducers)) {
+                participatingPipes.add(producer);
+            }
+            for (const consumers of Object.values(analysis.stuffConsumers)) {
+                for (const consumer of consumers) {
+                    participatingPipes.add(consumer);
+                }
+            }
+
+            // Create pipe nodes (only those that participate in data flow)
+            for (const node of graphspec.nodes) {
+                if (!participatingPipes.has(node.node_id)) continue;
+
+                const isFailed = node.status === 'failed';
+                const label = node.pipe_code || node.node_id.split(':').pop();
+                // Calculate width: ~8px per char (monospace 13px) + padding (28px)
+                const nodeWidth = Math.max(160, label.length * 8 + 28);
+
+                nodes.push({
+                    id: node.node_id,
+                    type: 'default',
+                    data: {
+                        label: React.createElement('div', {
+                            style: {
+                                padding: '10px 14px',
+                                display: 'flex',
+                                flexDirection: 'column',
+                                gap: '2px',
+                                textAlign: 'center',
+                            }
+                        },
+                            React.createElement('span', {
+                                style: {
+                                    fontFamily: "'JetBrains Mono', monospace",
+                                    fontSize: '13px',
+                                    fontWeight: 600,
+                                    color: 'var(--color-pipe-text)',
+                                }
+                            }, label)
+                        ),
+                        nodeData: node,
+                        isPipe: true,
+                        isStuff: false,
+                    },
+                    position: { x: 0, y: 0 },
+                    style: {
+                        background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
+                        border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
+                        borderRadius: '8px',
+                        padding: '0',
+                        width: nodeWidth + 'px',
+                        boxShadow: 'var(--shadow-md)',
+                    },
+                });
+            }
+
+            // Create stuff nodes
+            for (const [digest, stuffInfo] of Object.entries(analysis.stuffRegistry)) {
+                const stuffId = `stuff_${digest}`;
+                const label = stuffInfo.name;
+                const concept = stuffInfo.concept || '';
+                // For pill shape, need extra padding. ~7px per char (12px font) + side padding (48px)
+                const textWidth = Math.max(label.length, concept.length) * 7 + 48;
+                const stuffWidth = Math.max(140, textWidth);
+
+                nodes.push({
+                    id: stuffId,
+                    type: 'default',
+                    data: {
+                        label: React.createElement('div', {
+                            style: {
+                                padding: '8px 24px',
+                                display: 'flex',
+                                flexDirection: 'column',
+                                alignItems: 'center',
+                                gap: '2px',
+                                textAlign: 'center',
+                            }
+                        },
+                            React.createElement('span', {
+                                style: {
+                                    fontFamily: "'JetBrains Mono', monospace",
+                                    fontSize: '12px',
+                                    fontWeight: 600,
+                                    color: 'var(--color-stuff-text)',
+                                }
+                            }, label),
+                            concept && React.createElement('span', {
+                                style: {
+                                    fontSize: '10px',
+                                    color: 'var(--color-stuff-text-dim)',
+                                }
+                            }, concept)
+                        ),
+                        stuffData: stuffInfo,
+                        stuffDigest: digest,
+                        isStuff: true,
+                        isPipe: false,
+                    },
+                    position: { x: 0, y: 0 },
+                    style: {
+                        background: 'var(--color-stuff-bg)',
+                        border: '2px solid var(--color-stuff-border)',
+                        borderRadius: '999px',  // Pill shape
+                        padding: '0',
+                        width: stuffWidth + 'px',
+                        boxShadow: 'var(--shadow-md)',
+                        cursor: 'pointer',
+                    },
+                });
+            }
+
+            // Create edges: producer -> stuff
+            let edgeId = 0;
+            for (const [digest, producerNodeId] of Object.entries(analysis.stuffProducers)) {
+                const stuffId = `stuff_${digest}`;
+                edges.push({
+                    id: `edge_${edgeId++}`,
+                    source: producerNodeId,
+                    target: stuffId,
+                    type: 'bezier',
+                    animated: false,
+                    style: {
+                        stroke: 'var(--color-pipe)',
+                        strokeWidth: 2,
+                    },
+                    markerEnd: {
+                        type: MarkerType?.ArrowClosed || 'arrowclosed',
+                        color: 'var(--color-pipe)',
+                    },
+                });
+            }
+
+            // Create edges: stuff -> consumer
+            for (const [digest, consumers] of Object.entries(analysis.stuffConsumers)) {
+                const stuffId = `stuff_${digest}`;
+                for (const consumerNodeId of consumers) {
+                    edges.push({
+                        id: `edge_${edgeId++}`,
+                        source: stuffId,
+                        target: consumerNodeId,
+                        type: 'bezier',
+                        animated: false,
+                        style: {
+                            stroke: 'var(--color-pipe)',
+                            strokeWidth: 2,
+                        },
+                        markerEnd: {
+                            type: MarkerType?.ArrowClosed || 'arrowclosed',
+                            color: 'var(--color-pipe)',
+                        },
+                    });
+                }
+            }
+
+            return { nodes, edges };
+        }
+
+        // ====================================================================
+        // FALLBACK: Build orchestration graph from ViewSpec (no dataflow)
+        // ====================================================================
+        function buildOrchestrationGraph(viewspec) {
+            const nodes = viewspec.nodes.map(node => {
+                const isController = node.kind === 'controller';
+                const isFailed = node.ui?.classes?.includes('failed');
+                const isSucceeded = node.ui?.classes?.includes('succeeded');
+                const badge = node.ui?.badges?.[0] || '';
+                // Calculate width: ~8px per char (monospace 13px) + padding + status dot
+                const nodeWidth = Math.max(160, (node.label?.length || 10) * 8 + 50);
+
+                return {
+                    id: node.id,
+                    type: 'default',
+                    data: {
+                        label: React.createElement('div', {
+                            style: {
+                                padding: '10px 14px',
+                                display: 'flex',
+                                flexDirection: 'column',
+                                gap: '4px',
+                            }
+                        },
+                            React.createElement('div', {
+                                style: {
+                                    display: 'flex',
+                                    alignItems: 'center',
+                                    justifyContent: 'space-between',
+                                    gap: '8px',
+                                }
+                            },
+                                React.createElement('span', {
+                                    style: {
+                                        fontFamily: "'JetBrains Mono', monospace",
+                                        fontSize: '13px',
+                                        fontWeight: 600,
+                                        color: 'var(--color-pipe-text)',
+                                    }
+                                }, node.label),
+                                isSucceeded && React.createElement('span', {
+                                    style: {
+                                        width: '8px',
+                                        height: '8px',
+                                        borderRadius: '50%',
+                                        background: 'var(--color-success)',
+                                        flexShrink: 0,
+                                    }
+                                }),
+                                isFailed && React.createElement('span', {
+                                    style: {
+                                        width: '8px',
+                                        height: '8px',
+                                        borderRadius: '50%',
+                                        background: 'var(--color-error)',
+                                        flexShrink: 0,
+                                    }
+                                })
+                            ),
+                            React.createElement('div', {
+                                style: {
+                                    display: 'flex',
+                                    alignItems: 'center',
+                                    justifyContent: 'space-between',
+                                    gap: '8px',
+                                }
+                            },
+                                React.createElement('span', {
+                                    style: {
+                                        fontSize: '11px',
+                                        color: 'var(--color-text-dim)',
+                                    }
+                                }, isController ? 'Controller' : node.inspector?.pipe_type || 'Operator'),
+                                badge && React.createElement('span', {
+                                    style: {
+                                        fontSize: '10px',
+                                        color: 'var(--color-text-muted)',
+                                        background: 'var(--color-surface-hover)',
+                                        padding: '2px 6px',
+                                        borderRadius: '4px',
+                                        fontFamily: "'JetBrains Mono', monospace",
+                                    }
+                                }, badge)
+                            )
+                        ),
+                        nodeData: node,
+                        isPipe: true,
+                        isStuff: false,
+                    },
+                    position: node.position || { x: 0, y: 0 },
+                    style: {
+                        background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
+                        border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
+                        borderRadius: '8px',
+                        padding: '0',
+                        width: nodeWidth + 'px',
+                        boxShadow: 'var(--shadow-md)',
+                    },
+                };
+            });
+
+            const edges = viewspec.edges.map(edge => ({
+                id: edge.id,
+                source: edge.source,
+                target: edge.target,
+                type: 'bezier',
+                animated: edge.animated || false,
+                label: edge.label,
+                labelStyle: {
+                    fontSize: 11,
+                    fontWeight: 500,
+                    fill: 'var(--color-text-muted)',
+                    fontFamily: "'JetBrains Mono', monospace",
+                },
+                labelBgStyle: {
+                    fill: '#0f172a',
+                    fillOpacity: 0.9,
+                },
+                labelBgPadding: [6, 4],
+                labelBgBorderRadius: 4,
+                style: {
+                    stroke: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
+                    strokeWidth: edge.kind === 'data' ? 2 : 1,
+                },
+                markerEnd: {
+                    type: MarkerType?.ArrowClosed || 'arrowclosed',
+                    color: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
+                },
+            }));
+
+            return { nodes, edges };
+        }
+
+        // ====================================================================
+        // MAIN REACT COMPONENT
+        // ====================================================================
+        function GraphViewer() {
+            // Build graph based on available data
+            let initialData;
+            if (hasDataflow) {
+                initialData = buildDataflowGraph(graphspec, dataflowAnalysis);
+            } else {
+                initialData = buildOrchestrationGraph(viewspec);
+            }
+
+            // Apply layout
+            const needsLayout = initialData.nodes.some(n => !n.position || (n.position.x === 0 && n.position.y === 0));
+            const layouted = needsLayout
+                ? getLayoutedElements(initialData.nodes, initialData.edges, viewspec.layout?.direction || 'TB')
+                : initialData;
+
+            const [nodes, setNodes, onNodesChange] = useNodesState(layouted.nodes);
+            const [edges, setEdges, onEdgesChange] = useEdgesState(layouted.edges);
+
+            const onNodeClick = (event, node) => {
+                const inspector = document.getElementById('inspector');
+                const inspectorContent = document.getElementById('inspector-content');
+                const inspectorTitle = document.getElementById('inspector-title');
+                const inspectorSubtitle = document.getElementById('inspector-subtitle');
+                const inspectorHeader = document.getElementById('inspector-header');
+
+                // Reset scroll to top-left when switching nodes (keep tab selection)
+                inspectorContent.scrollTop = 0;
+                inspectorContent.scrollLeft = 0;
+
+                const nodeData = node.data || {};
+
+                // Handle stuff nodes
+                if (nodeData.isStuff) {
+                    const stuffData = nodeData.stuffData || {};
+                    const stuffDigest = nodeData.stuffDigest;
+                    const stuffMermaidId = stuffDigest ? `s_${stuffDigest.substring(0, 10)}` : null;
+
+                    inspectorTitle.textContent = stuffData.name || 'Data';
+                    inspectorSubtitle.textContent = stuffData.concept || 'Data Item';
+                    inspectorHeader.className = 'inspector-header stuff';
+
+                    // Check which formats are available
+                    // First check graphspec-extracted data, then fallback to separate dictionaries
+                    const hasJson = !!stuffData.data;
+                    const hasText = !!stuffData.dataText || (stuffMermaidId && !!stuffDataText[stuffMermaidId]);
+                    const hasHtml = !!stuffData.dataHtml || (stuffMermaidId && !!stuffDataHtml[stuffMermaidId]);
+                    const hasMultipleFormats = [hasJson, hasText, hasHtml].filter(Boolean).length > 1;
+
+                    let html = '';
+
+                    // Add format tabs if multiple formats available
+                    if (hasMultipleFormats) {
+                        html += '<div class="inspector-section">';
+                        html += '<div class="format-toolbar">';
+                        html += '<div class="format-tabs" id="stuff-format-tabs">';
+                        const jsonActive = currentStuffFormat === 'json' ? 'active' : '';
+                        const textActive = currentStuffFormat === 'text' ? 'active' : '';
+                        const htmlActive = currentStuffFormat === 'html' ? 'active' : '';
+                        html += `<button class="format-tab ${htmlActive}" data-format="html" `;
+                        html += `${!hasHtml ? 'disabled' : ''}>HTML</button>`;
+                        html += `<button class="format-tab ${jsonActive}" data-format="json" `;
+                        html += `${!hasJson ? 'disabled' : ''}>JSON</button>`;
+                        html += `<button class="format-tab ${textActive}" data-format="text" `;
+                        html += `${!hasText ? 'disabled' : ''}>Pretty</button>`;
+                        html += '</div>';
+                        html += '<div class="format-actions">';
+                        html += '<button class="action-btn" id="copy-btn" ';
+                        html += 'onclick="copyStuffContent()" title="Copy">';
+                        html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
+                        html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
+                        html += 'm0 16H8V7h11v14z"/></svg></button>';
+                        html += '<button class="action-btn" id="download-btn" ';
+                        html += 'onclick="downloadStuffContent()" title="Download">';
+                        html += '<svg viewBox="0 0 24 24">';
+                        html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
+                        html += '</svg></button>';
+                        html += '</div>';
+                        html += '</div>';
+                        html += '<div id="stuff-data-content"></div>';
+                        html += '</div>';
+                    } else if (hasJson || hasText || hasHtml) {
+                        html += '<div class="inspector-section">';
+                        html += '<div class="format-toolbar">';
+                        html += '<div class="format-tabs"></div>';
+                        html += '<div class="format-actions">';
+                        html += '<button class="action-btn" id="copy-btn" ';
+                        html += 'onclick="copyStuffContent()" title="Copy">';
+                        html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
+                        html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
+                        html += 'm0 16H8V7h11v14z"/></svg></button>';
+                        html += '<button class="action-btn" id="download-btn" ';
+                        html += 'onclick="downloadStuffContent()" title="Download">';
+                        html += '<svg viewBox="0 0 24 24">';
+                        html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
+                        html += '</svg></button>';
+                        html += '</div>';
+                        html += '</div>';
+                        html += '<div id="stuff-data-content"></div>';
+                        html += '</div>';
+                    }
+
+                    inspectorContent.innerHTML = html;
+
+                    // Store current stuff data for format switching
+                    window.currentStuffJsonData = stuffData.data;
+                    window.currentStuffMermaidId = stuffMermaidId;
+                    // Store graphspec-extracted text/html data (preferred over dictionary lookups)
+                    window.currentStuffDataText = stuffData.dataText;
+                    window.currentStuffDataHtml = stuffData.dataHtml;
+
+                    // Attach format tab handlers
+                    const formatTabs = document.getElementById('stuff-format-tabs');
+                    if (formatTabs) {
+                        formatTabs.querySelectorAll('.format-tab').forEach(tab => {
+                            tab.addEventListener('click', () => {
+                                if (tab.disabled) return;
+                                setStuffFormat(tab.dataset.format);
+                            });
+                        });
+                    }
+
+                    // Render initial content
+                    if (hasJson || hasText || hasHtml) {
+                        // Determine best available format (HTML -> JSON -> Pretty)
+                        let bestFormat = currentStuffFormat;
+                        if (bestFormat === 'html' && !hasHtml) bestFormat = hasJson ? 'json' : 'text';
+                        if (bestFormat === 'json' && !hasJson) bestFormat = hasHtml ? 'html' : 'text';
+                        if (bestFormat === 'text' && !hasText) bestFormat = hasHtml ? 'html' : 'json';
+
+                        renderStuffContent(bestFormat);
+                    }
+
+                    document.getElementById('top-hint').style.display = 'none';
+                    inspector.classList.add('visible');
+                    return;
+                }
+
+                // Handle pipe nodes
+                const pipeData = nodeData.nodeData || {};
+                inspectorTitle.textContent = pipeData.pipe_code || pipeData.label || node.id;
+                inspectorSubtitle.textContent = pipeData.pipe_type || nodeData.kind || 'Pipe';
+                inspectorHeader.className = 'inspector-header pipe';
+
+                const timing = pipeData.timing;
+                const nodeIo = pipeData.node_io;
+                const status = pipeData.status;
+
+                let html = '';
+
+                // Status badges
+                html += '<div class="inspector-badges">';
+                if (status === 'succeeded') {
+                    html += '<span class="inspector-badge success">✓ Succeeded</span>';
+                } else if (status === 'failed') {
+                    html += '<span class="inspector-badge error">✕ Failed</span>';
+                }
+                if (timing?.duration_ms) {
+                    html += `<span class="inspector-badge neutral">⏱ ${timing.duration_ms}ms</span>`;
+                }
+                html += '</div>';
+
+                // Pipe info
+                if (pipeData.pipe_code) {
+                    html += `<div class="inspector-section">
+                        <div class="inspector-section-title">Pipe Code</div>
+                        <div class="inspector-value pipe-code">${pipeData.pipe_code}</div>
+                    </div>`;
+                }
+
+                if (pipeData.pipe_type) {
+                    html += `<div class="inspector-section">
+                        <div class="inspector-section-title">Pipe Type</div>
+                        <div class="inspector-value">${pipeData.pipe_type}</div>
+                    </div>`;
+                }
+
+                if (timing) {
+                    html += `<div class="inspector-section">
+                        <div class="inspector-section-title">Timing</div>
+                        <div class="inspector-row">
+                            <span class="inspector-row-label">Started</span>
+                            <span class="inspector-row-value">${new Date(timing.started_at).toLocaleTimeString()}</span>
+                        </div>
+                        <div class="inspector-row">
+                            <span class="inspector-row-label">Ended</span>
+                            <span class="inspector-row-value">${new Date(timing.ended_at).toLocaleTimeString()}</span>
+                        </div>
+                        <div class="inspector-row">
+                            <span class="inspector-row-label">Duration</span>
+                            <span class="inspector-row-value">${timing.duration_ms}ms</span>
+                        </div>
+                    </div>`;
+                }
+
+                if (nodeIo?.inputs?.length > 0) {
+                    html += `<div class="inspector-section">
+                        <div class="inspector-section-title">Inputs (${nodeIo.inputs.length})</div>
+                        <div class="inspector-pre">${nodeIo.inputs.map(i => `${i.name}: ${i.concept || 'unknown'}`).join('\\n')}</div>
+                    </div>`;
+                }
+
+                if (nodeIo?.outputs?.length > 0) {
+                    html += `<div class="inspector-section">
+                        <div class="inspector-section-title">Outputs (${nodeIo.outputs.length})</div>
+                        <div class="inspector-pre">${nodeIo.outputs.map(o => `${o.name}: ${o.concept || 'unknown'}`).join('\\n')}</div>
+                    </div>`;
+                }
+
+                if (pipeData.error) {
+                    html += `<div class="inspector-section">
+                        <div class="inspector-section-title">Error</div>
+                        <pre class="inspector-pre" style="color: var(--color-error);">${JSON.stringify(pipeData.error, null, 2)}</pre>
+                    </div>`;
+                }
+
+                inspectorContent.innerHTML = html || '<div style="color: var(--color-text-dim)">No additional information</div>';
+                document.getElementById('top-hint').style.display = 'none';
+                inspector.classList.add('visible');
+            };
+
+            if (!ReactFlow) {
+                return React.createElement('div', { style: { padding: '20px', color: 'var(--color-text)' } },
+                    React.createElement('p', null, 'Loading ReactFlow...')
+                );
+            }
+
+            // Pan to show the top of the graph after initial fit
+            const onInit = (reactFlowInstance) => {
+                setTimeout(() => {
+                    // Find the topmost node position
+                    const currentNodes = reactFlowInstance.getNodes();
+                    if (currentNodes.length === 0) return;
+                    const minY = Math.min(...currentNodes.map(n => n.position.y));
+                    const viewport = reactFlowInstance.getViewport();
+                    // Adjust viewport to show the top with some padding
+                    reactFlowInstance.setViewport({
+                        x: viewport.x,
+                        y: -minY * viewport.zoom + 80,
+                        zoom: viewport.zoom
+                    });
+                }, 100);
+            };
+
+            return React.createElement('div', { className: 'react-flow-container' },
+                React.createElement(ReactFlow, {
+                    nodes: nodes,
+                    edges: edges,
+                    onNodesChange: onNodesChange,
+                    onEdgesChange: onEdgesChange,
+                    onNodeClick: onNodeClick,
+onInit: onInit,                    fitView: true,
+                    fitViewOptions: { padding: 0.1, minZoom: 1.0 },
+                    defaultEdgeOptions: { type: 'bezier' },
+                    proOptions: { hideAttribution: true },
+                },
+                    Background ? React.createElement(Background, {
+                        variant: 'dots',
+                        gap: 20,
+                        size: 1,
+                        color: '#334155',
+                    }) : null,
+                    Controls ? React.createElement(Controls, { showInteractive: false }) : null
+                )
+            );
+        }
+
+        // Render the app
+        const root = ReactDOM.createRoot(document.getElementById('root'));
+        root.render(React.createElement(GraphViewer));
+
+        // Close inspector function
+        function closeInspector() {
+            document.getElementById('inspector').classList.remove('visible');
+            document.getElementById('top-hint').style.display = '';
+        }
+
+        // Close inspector on Escape key
+        document.addEventListener('keydown', (e) => {
+            if (e.key === 'Escape') {
+                closeInspector();
+            }
+        });
+
+        // Inspector resize functionality
+        (function() {
+            const inspector = document.getElementById('inspector');
+            const resizeHandle = document.getElementById('inspector-resize-handle');
+            let isResizing = false;
+            let startX = 0;
+            let startWidth = 0;
+
+            resizeHandle.addEventListener('mousedown', (e) => {
+                isResizing = true;
+                startX = e.clientX;
+                startWidth = inspector.offsetWidth;
+                resizeHandle.classList.add('dragging');
+                document.body.style.cursor = 'ew-resize';
+                document.body.style.userSelect = 'none';
+                e.preventDefault();
+            });
+
+            document.addEventListener('mousemove', (e) => {
+                if (!isResizing) return;
+                const deltaX = startX - e.clientX;
+                const newWidth = Math.max(300, Math.min(startWidth + deltaX, window.innerWidth * 0.8));
+                inspector.style.width = newWidth + 'px';
+            });
+
+            document.addEventListener('mouseup', () => {
+                if (isResizing) {
+                    isResizing = false;
+                    resizeHandle.classList.remove('dragging');
+                    document.body.style.cursor = '';
+                    document.body.style.userSelect = '';
+                }
+            });
+        })();
+
+        // Set stuff display format and re-render
+        function setStuffFormat(format) {
+            currentStuffFormat = format;
+            // Update tab styling
+            document.querySelectorAll('.format-tab').forEach(tab => {
+                tab.classList.toggle('active', tab.dataset.format === format);
+            });
+            renderStuffContent(format);
+        }
+
+        // Render stuff content in the specified format
+        function renderStuffContent(format) {
+            const container = document.getElementById('stuff-data-content');
+            if (!container) return;
+
+            const stuffMermaidId = window.currentStuffMermaidId;
+            const jsonData = window.currentStuffJsonData;
+            // Prefer graphspec-extracted data, fallback to dictionary lookups
+            const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+            const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+            if (format === 'json') {
+                container.className = '';
+                const jsonStr = JSON.stringify(jsonData, null, 2);
+                container.innerHTML = `<pre class="inspector-pre">${escapeHtml(jsonStr)}</pre>`;
+            } else if (format === 'text') {
+                // Use nowrap class for Rich-formatted ASCII tables
+                const textContent = textData || 'No text data available';
+                container.className = '';
+                container.innerHTML = `<pre class="inspector-pre nowrap">${escapeHtml(textContent)}</pre>`;
+            } else if (format === 'html') {
+                const htmlContent = htmlData || 'No HTML data available';
+                container.className = 'inspector-html-content';
+                container.innerHTML = htmlContent;
+            }
+        }
+
+        // Get current stuff content based on active format
+        function getCurrentStuffContent() {
+            const stuffMermaidId = window.currentStuffMermaidId;
+            const jsonData = window.currentStuffJsonData;
+            const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+            const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+            if (currentStuffFormat === 'json' && jsonData) {
+                return { content: JSON.stringify(jsonData, null, 2), ext: 'json', mime: 'application/json' };
+            } else if (currentStuffFormat === 'text' && textData) {
+                return { content: textData, ext: 'txt', mime: 'text/plain' };
+            } else if (currentStuffFormat === 'html' && htmlData) {
+                return { content: htmlData, ext: 'html', mime: 'text/html' };
+            }
+            return null;
+        }
+
+        // Copy stuff content to clipboard
+        function copyStuffContent() {
+            const data = getCurrentStuffContent();
+            if (!data) return;
+
+            navigator.clipboard.writeText(data.content).then(() => {
+                const btn = document.getElementById('copy-btn');
+                const checkIcon = '<svg viewBox="0 0 24 24">' +
+                    '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+                const copyIcon = '<svg viewBox="0 0 24 24">' +
+                    '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+                    'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+                    'm0 16H8V7h11v14z"/></svg>';
+                btn.innerHTML = checkIcon;
+                btn.classList.add('copied');
+                setTimeout(() => {
+                    btn.innerHTML = copyIcon;
+                    btn.classList.remove('copied');
+                }, 1500);
+            });
+        }
+
+        // Download stuff content as file
+        function downloadStuffContent() {
+            const data = getCurrentStuffContent();
+            if (!data) return;
+
+            const stuffName = document.getElementById('inspector-title')?.textContent || 'data';
+            const filename = `${stuffName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
+
+            const blob = new Blob([data.content], { type: data.mime });
+            const url = URL.createObjectURL(blob);
+            const link = document.createElement('a');
+            link.href = url;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            URL.revokeObjectURL(url);
+        }
+
+        // Escape HTML to prevent XSS when displaying JSON/text content
+        function escapeHtml(text) {
+            const div = document.createElement('div');
+            div.textContent = text;
+            return div.innerHTML;
+        }
+    </script>
+</body>
+</html>
diff --git a/uv.lock b/uv.lock
index 98ebdaa..6dde9b6 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,8 +2,37 @@ version = 1
 revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
-    "python_full_version >= '3.11'",
-    "python_full_version < '3.11'",
+    "python_full_version >= '3.13' and sys_platform == 'darwin'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "(python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.13' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version == '3.12.*' and sys_platform == 'darwin'",
+    "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "(python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version == '3.12.*' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version == '3.11.*' and sys_platform == 'darwin'",
+    "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version == '3.11.*' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version < '3.11' and sys_platform == 'darwin'",
+    "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "(python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux')",
+]
+
+[[package]]
+name = "accelerate"
+version = "1.12.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "huggingface-hub" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "packaging" },
+    { name = "psutil" },
+    { name = "pyyaml" },
+    { name = "safetensors" },
+    { name = "torch" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4a/8e/ac2a9566747a93f8be36ee08532eb0160558b07630a081a6056a9f89bf1d/accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6", size = 398399, upload-time = "2025-11-21T11:27:46.973Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9f/d2/c581486aa6c4fbd7394c23c47b83fa1a919d34194e16944241daf9e762dd/accelerate-1.12.0-py3-none-any.whl", hash = "sha256:3e2091cd341423207e2f084a6654b1efcd250dc326f2a37d6dde446e07cabb11", size = 380935, upload-time = "2025-11-21T11:27:44.522Z" },
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 [[package]]
@@ -230,6 +259,12 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/60/1c/1cd02b7ae64302a6e06724bf80a96401d5313708651d277b1458504a1730/anthropic-0.75.0-py3-none-any.whl", hash = "sha256:ea8317271b6c15d80225a9f3c670152746e88805a7a61e14d4a374577164965b", size = 388164, upload-time = "2025-11-24T20:41:43.587Z" },
 ]
 
+[[package]]
+name = "antlr4-python3-runtime"
+version = "4.9.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/3e/38/7859ff46355f76f8d19459005ca000b6e7012f2f1ca597746cbcd1fbfe5e/antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b", size = 117034, upload-time = "2021-11-06T17:52:23.524Z" }
+
 [[package]]
 name = "anyio"
 version = "4.12.0"
@@ -289,6 +324,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d6/50/56cf20e2ee5127b603b81d5a69580a1a325083e2b921aa8f067da83927c0/backports_strenum-1.3.1-py3-none-any.whl", hash = "sha256:cdcfe36dc897e2615dc793b7d3097f54d359918fc448754a517e6f23044ccf83", size = 8304, upload-time = "2023-12-09T14:36:39.905Z" },
 ]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.14.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "soupsieve" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c3/b0/1c6a16426d389813b48d95e26898aff79abbde42ad353958ad95cc8c9b21/beautifulsoup4-4.14.3.tar.gz", hash = "sha256:6292b1c5186d356bba669ef9f7f051757099565ad9ada5dd630bd9de5fa7fb86", size = 627737, upload-time = "2025-11-30T15:08:26.084Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl", hash = "sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb", size = 107721, upload-time = "2025-11-30T15:08:24.087Z" },
+]
+
 [[package]]
 name = "boto3"
 version = "1.40.61"
@@ -489,6 +537,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "colorlog"
+version = "6.10.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a2/61/f083b5ac52e505dfc1c624eafbf8c7589a0d7f32daa398d2e7590efa5fda/colorlog-6.10.1.tar.gz", hash = "sha256:eb4ae5cb65fe7fec7773c2306061a8e63e02efc2c72eba9d27b0fa23c94f1321", size = 17162, upload-time = "2025-10-16T16:14:11.978Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6d/c1/e419ef3723a074172b68aaa89c9f3de486ed4c2399e2dbd8113a4fdcaf9e/colorlog-6.10.1-py3-none-any.whl", hash = "sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c", size = 11743, upload-time = "2025-10-16T16:14:10.512Z" },
+]
+
+[[package]]
+name = "dill"
+version = "0.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/12/80/630b4b88364e9a8c8c5797f4602d0f76ef820909ee32f0bacb9f90654042/dill-0.4.0.tar.gz", hash = "sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0", size = 186976, upload-time = "2025-04-16T00:41:48.867Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/50/3d/9373ad9c56321fdab5b41197068e1d8c25883b3fea29dd361f9b55116869/dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049", size = 119668, upload-time = "2025-04-16T00:41:47.671Z" },
+]
+
 [[package]]
 name = "diskcache"
 version = "5.6.3"
@@ -516,6 +585,145 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
 ]
 
+[[package]]
+name = "docling"
+version = "2.67.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "accelerate" },
+    { name = "beautifulsoup4" },
+    { name = "certifi" },
+    { name = "docling-core", extra = ["chunking"] },
+    { name = "docling-ibm-models" },
+    { name = "docling-parse" },
+    { name = "filetype" },
+    { name = "huggingface-hub" },
+    { name = "lxml" },
+    { name = "marko" },
+    { name = "ocrmac", marker = "sys_platform == 'darwin'" },
+    { name = "openpyxl" },
+    { name = "pandas" },
+    { name = "pillow" },
+    { name = "pluggy" },
+    { name = "polyfactory" },
+    { name = "pydantic" },
+    { name = "pydantic-settings" },
+    { name = "pylatexenc" },
+    { name = "pypdfium2" },
+    { name = "python-docx" },
+    { name = "python-pptx" },
+    { name = "rapidocr" },
+    { name = "requests" },
+    { name = "rtree" },
+    { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "scipy", version = "1.17.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "tqdm" },
+    { name = "typer" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a7/eb/1900eaf576ab935d5b630a5ba6eb0e7063a2e1d36542df2f9ba572505d57/docling-2.67.0.tar.gz", hash = "sha256:d8c1992bbc090cee8c3f602fa63ac0c3127a65e3cabdf509d23ebb4e14feaf38", size = 259923, upload-time = "2026-01-09T08:37:37.984Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8d/99/fa9ac2cffaa77cf46b6414d0a32490b2580c8f3753ab1c65d983ee27f3a0/docling-2.67.0-py3-none-any.whl", hash = "sha256:d3ea4c0d7a64fce4b8f8b38415e075f6637384eaadb27acbf5621673e0da7669", size = 277794, upload-time = "2026-01-09T08:37:36.52Z" },
+]
+
+[[package]]
+name = "docling-core"
+version = "2.58.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "jsonref" },
+    { name = "jsonschema" },
+    { name = "latex2mathml" },
+    { name = "pandas" },
+    { name = "pillow" },
+    { name = "pydantic" },
+    { name = "pyyaml" },
+    { name = "tabulate" },
+    { name = "typer" },
+    { name = "typing-extensions" },
+]
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 source = { virtual = "." }
 dependencies = [
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+    { name = "pipelex", extra = ["anthropic", "bedrock", "docling", "fal", "gcp-storage", "google", "google-genai", "huggingface", "mistralai", "s3"] },
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 [package.optional-dependencies]
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+docling = [
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+huggingface = [
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 mistralai = [
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+]
+
 [[package]]
 name = "ty"
 version = "0.0.1a29"
@@ -2793,7 +4729,7 @@ wheels = [
 
 [[package]]
 name = "typer"
-version = "0.20.0"
+version = "0.19.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
@@ -2801,9 +4737,9 @@ dependencies = [
     { name = "shellingham" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8f/28/7c85c8032b91dbe79725b6f17d2fffc595dff06a35c7a30a37bef73a1ab4/typer-0.20.0.tar.gz", hash = "sha256:1aaf6494031793e4876fb0bacfa6a912b551cf43c1e63c800df8b1a866720c37", size = 106492, upload-time = "2025-10-20T17:03:49.445Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/21/ca/950278884e2ca20547ff3eb109478c6baf6b8cf219318e6bc4f666fad8e8/typer-0.19.2.tar.gz", hash = "sha256:9ad824308ded0ad06cc716434705f691d4ee0bfd0fb081839d2e426860e7fdca", size = 104755, upload-time = "2025-09-23T09:47:48.256Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/00/22/35617eee79080a5d071d0f14ad698d325ee6b3bf824fc0467c03b30e7fa8/typer-0.19.2-py3-none-any.whl", hash = "sha256:755e7e19670ffad8283db353267cb81ef252f595aa6834a0d1ca9312d9326cb9", size = 46748, upload-time = "2025-09-23T09:47:46.777Z" },
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 ]
 
+[[package]]
+name = "xlsxwriter"
+version = "3.2.9"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/46/2c/c06ef49dc36e7954e55b802a8b231770d286a9758b3d936bd1e04ce5ba88/xlsxwriter-3.2.9.tar.gz", hash = "sha256:254b1c37a368c444eac6e2f867405cc9e461b0ed97a3233b2ac1e574efb4140c", size = 215940, upload-time = "2025-09-16T00:16:21.63Z" }
+wheels = [
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+
 [[package]]
 name = "yarl"
 version = "1.22.0"
@@ -3262,12 +5207,6 @@ wheels = [
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-
 [[package]]
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 version = "3.23.0"

From 500d41fe0db09f03b5c4423b4e2036ec0b01f1b6 Mon Sep 17 00:00:00 2001
From: Louis Choquel <8851983+lchoquel@users.noreply.github.com>
Date: Wed, 14 Jan 2026 14:34:27 +0100
Subject: [PATCH 13/22] Update PDF -> Document

---
 .blackboxrules                                | 155 ++++++++++++++++--
 .cursor/rules/run_pipelex.mdc                 |   6 +-
 .cursor/rules/write_pipelex.mdc               | 149 ++++++++++++++++-
 .github/copilot-instructions.md               | 155 ++++++++++++++++--
 .pipelex/inference/backends/perplexity.toml   |  63 -------
 .pipelex/inference/routing_profiles.toml      |  13 +-
 .pipelex/pipelex.toml                         | 119 ++++++++++----
 .pipelex/pipelex_override.toml                |  79 ---------
 .pipelex/telemetry_override.toml              |  37 -----
 .windsurfrules.md                             | 155 ++++++++++++++++--
 AGENTS.md                                     | 155 ++++++++++++++++--
 CLAUDE.md                                     | 155 ++++++++++++++++--
 cv_and_offer/cv_job_match.plx                 |   8 +-
 cv_and_offer/graphspec.json                   |  12 +-
 cv_and_offer/inputs.json                      |   4 +-
 cv_and_offer/mermaidflow.html                 |   2 +-
 cv_and_offer/reactflow.html                   |  24 +--
 examples/cv_batch/bundle.plx                  |   8 +-
 examples/cv_batch/graphspec.json              |  16 +-
 examples/cv_batch/inputs.json                 |   4 +-
 examples/cv_batch/mermaidflow.html            |   2 +-
 examples/cv_batch/reactflow.html              |  32 ++--
 .../run_analyze_cv_and_generate_questions.py  |  10 +-
 my_project/hello_world.py                     |   8 +-
 test_graphs/combo.html                        |   2 +-
 test_graphs/dataflow.html                     |   2 +-
 test_graphs/reactflow.html                    |  32 ++--
 tests/e2e/test_my_project.py                  |   6 +-
 28 files changed, 1047 insertions(+), 366 deletions(-)
 delete mode 100644 .pipelex/inference/backends/perplexity.toml
 delete mode 100644 .pipelex/pipelex_override.toml
 delete mode 100644 .pipelex/telemetry_override.toml

diff --git a/.blackboxrules b/.blackboxrules
index 6125caa..7bee613 100644
--- a/.blackboxrules
+++ b/.blackboxrules
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
diff --git a/.cursor/rules/run_pipelex.mdc b/.cursor/rules/run_pipelex.mdc
index 8387838..7650051 100644
--- a/.cursor/rules/run_pipelex.mdc
+++ b/.cursor/rules/run_pipelex.mdc
@@ -99,13 +99,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-# Here we have a single input and it's a PDF.
-# Because PDFContent is a native concept, we can use it directly as a value,
+# Here we have a single input and it's a document.
+# Because DocumentContent is a native concept, we can use it directly as a value,
 # the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
diff --git a/.cursor/rules/write_pipelex.mdc b/.cursor/rules/write_pipelex.mdc
index 9f23faf..93422cc 100644
--- a/.cursor/rules/write_pipelex.mdc
+++ b/.cursor/rules/write_pipelex.mdc
@@ -27,10 +27,10 @@ A pipeline file has three main sections:
 
 ### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 ### Concept Definitions
 
@@ -66,7 +66,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ## Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -475,7 +475,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -484,7 +484,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -592,15 +592,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-### Key Parameters
+### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -608,9 +609,143 @@ For more control, you can use a nested `template` section instead of the `templa
 ### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+#### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+#### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+#### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+#### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ## PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
diff --git a/.github/copilot-instructions.md b/.github/copilot-instructions.md
index 6125caa..7bee613 100644
--- a/.github/copilot-instructions.md
+++ b/.github/copilot-instructions.md
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
diff --git a/.pipelex/inference/backends/perplexity.toml b/.pipelex/inference/backends/perplexity.toml
deleted file mode 100644
index 3fa52fc..0000000
--- a/.pipelex/inference/backends/perplexity.toml
+++ /dev/null
@@ -1,63 +0,0 @@
-################################################################################
-# Perplexity Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Perplexity AI models.
-# It contains model definitions for Sonar and reasoning models
-# accessible through the Perplexity API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["sonar-pro"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai"
-prompting_target = "anthropic"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- Sonar Series -------------------------------------------------------------
-[sonar-pro]
-model_id = "sonar-pro"
-inputs = ["text"]
-outputs = ["text"]
-
-[sonar]
-model_id = "sonar"
-inputs = ["text"]
-outputs = ["text"]
-
-[sonar-deep-research]
-model_id = "sonar-deep-research"
-inputs = ["text"]
-outputs = ["text"]
-
-# --- Sonar Reasoning Series ---------------------------------------------------
-[sonar-reasoning-pro]
-model_id = "sonar-reasoning-pro"
-inputs = ["text"]
-outputs = ["text"]
-
-[sonar-reasoning]
-model_id = "sonar-reasoning"
-inputs = ["text"]
-outputs = ["text"]
-
-# --- DeepSeek Models -----------------------------------------------------------
-[perplexity-deepseek-r1]
-model_id = "r1-1776"
-inputs = ["text"]
-outputs = ["text"]
\ No newline at end of file
diff --git a/.pipelex/inference/routing_profiles.toml b/.pipelex/inference/routing_profiles.toml
index d27e659..bf40281 100644
--- a/.pipelex/inference/routing_profiles.toml
+++ b/.pipelex/inference/routing_profiles.toml
@@ -9,8 +9,7 @@
 # =========================================================================================
 
 # Which profile to use (change this to switch routing)
-# TODO: TBD
-active = "pipelex_gateway_first" # Change to "pipelex_gateway_first" after enabling gateway
+active = "pipelex_gateway_first"
 
 # We recommend using the "pipelex_gateway_first" profile to get a head start with all models.
 # To use the Pipelex Gateway backend:
@@ -138,7 +137,7 @@ default = "internal"
 # =========================================================================================
 [profiles.example_routing_using_patterns]
 description = "Example routing profile using patterns"
-default = "pipelex_inference"
+default = "pipelex_gateway"
 
 [profiles.example_routing_using_patterns.routes]
 # Pattern matching: "model-pattern" = "backend-name"
@@ -158,17 +157,17 @@ default = "pipelex_inference"
 description = "Example routing profile using specific models"
 
 [profiles.example_routing_using_specific_models.routes]
-"gpt-5-nano" = "pipelex_inference"
+"gpt-5-nano" = "pipelex_gateway"
 "gpt-4o-mini" = "blackboxai"
 "gpt-5-mini" = "openai"
 "gpt-5-chat" = "azure_openai"
 
-"claude-4-sonnet" = "pipelex_inference"
+"claude-4-sonnet" = "pipelex_gateway"
 "claude-3.7-sonnet" = "blackboxai"
 
-"gemini-2.5-flash-lite" = "pipelex_inference"
+"gemini-2.5-flash-lite" = "pipelex_gateway"
 "gemini-2.5-flash" = "blackboxai"
 "gemini-2.5-pro" = "vertexai"
 
-"grok-3" = "pipelex_inference"
+"grok-3" = "pipelex_gateway"
 "grok-3-mini" = "xai"
diff --git a/.pipelex/pipelex.toml b/.pipelex/pipelex.toml
index 9d64e9b..4a2ea38 100644
--- a/.pipelex/pipelex.toml
+++ b/.pipelex/pipelex.toml
@@ -26,32 +26,79 @@
 #
 ####################################################################################################
 
+[pipelex.pipeline_execution_config]
+# Uncomment to disable conversion of data URLs to pipelex-storage:// URIs
+# is_normalize_data_urls_to_storage = false
+
+[pipelex.pipeline_execution_config.graph_config.data_inclusion]
+# Uncomment to include stuff data in graph outputs:
+stuff_json_content = true
+stuff_text_content = true
+stuff_html_content = true
+error_stack_traces = true
+
+[pipelex.pipeline_execution_config.graph_config.graphs_inclusion]
+# Uncomment to customize which graph outputs are generated (all enabled by default):
+# graphspec_json = false
+# mermaidflow_mmd = false
+# mermaidflow_html = false
+# reactflow_viewspec = false
+# reactflow_html = false
+
+[pipelex.pipeline_execution_config.graph_config.reactflow_config]
+# Uncomment to customize ReactFlow graph rendering:
+# edge_type = "bezier"    # Options: "bezier", "smoothstep", "step", "straight"
+# nodesep = 50            # Horizontal spacing between nodes
+# ranksep = 80            # Vertical spacing between ranks/levels
+# initial_zoom = 1.0      # Initial zoom level (1.0 = 100%)
+# pan_to_top = true       # Pan to show top of graph on load
 
 [pipelex.storage_config]
-# Uncomment to change the storage method: "local" (default) or "in_memory"
+# Storage method: "local" (default), "in_memory", "s3", or "gcp"
+# method = "local"
+
+# Whether to fetch remote HTTP URLs and store them locally
 # is_fetch_remote_content_enabled = true
+
+# --- Local Storage Configuration ---
+# Uncomment to customize local storage settings:
+[pipelex.storage_config.local]
 # uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
-# method = "local"
 # local_storage_path = ".pipelex/storage"
 
+# --- AWS S3 Storage Configuration ---
+# Uncomment to use S3 storage (requires boto3: `pip install pipelex[s3]`):
+[pipelex.storage_config.s3]
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+# bucket_name = "your-bucket-name"
+# region = "us-east-1"
+# signed_urls_lifespan_seconds = 3600  # Set to "disabled" for public URLs
+
+# --- Google Cloud Storage Configuration ---
+# Uncomment to use GCP storage (requires google-cloud-storage: `pip install pipelex[gcp-storage]`):
+[pipelex.storage_config.gcp]
+# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
+# bucket_name = "your-bucket-name"
+# project_id = "your-project-id"
+# signed_urls_lifespan_seconds = 3600  # Set to "disabled" for public URLs
+
 [pipelex.scan_config]
 # Uncomment to customize the excluded directories for scanning
-excluded_dirs = [
-    ".venv",
-    "venv",
-    "env",
-    ".env",
-    "virtualenv",
-    ".virtualenv",
-    ".git",
-    "__pycache__",
-    ".pytest_cache",
-    ".mypy_cache",
-    ".ruff_cache",
-    "node_modules",
-    "results",
-    "hidden",
-]
+# excluded_dirs = [
+#     ".venv",
+#     "venv",
+#     "env",
+#     ".env",
+#     "virtualenv",
+#     ".virtualenv",
+#     ".git",
+#     "__pycache__",
+#     ".pytest_cache",
+#     ".mypy_cache",
+#     ".ruff_cache",
+#     "node_modules",
+#     "results",
+# ]
 
 [pipelex.builder_config]
 # Uncomment to change where the generated pipelines are saved:
@@ -71,6 +118,24 @@ excluded_dirs = [
 # Uncomment to change the log level for specific packages:
 # pipelex = "INFO"
 
+[pipelex.observer_config]
+# Uncomment to change the directory where the observer will save its results:
+# observer_dir = "results/observer"
+
+[pipelex.feature_config]
+# WIP/Experimental feature flags:
+# is_pipeline_tracking_enabled = false
+# is_reporting_enabled = true
+
+[pipelex.reporting_config]
+# Uncomment to customize the reporting configuration:
+# is_log_costs_to_console = false
+# is_generate_cost_report_file_enabled = false
+# cost_report_dir_path = "reports"
+# cost_report_base_name = "cost_report"
+# cost_report_extension = "csv"
+# cost_report_unit_scale = 1.0
+
 [cogt]
 [cogt.model_deck_config]
 # Uncomment to disable model fallback: it will raise errors instead of using secondary model options:
@@ -95,21 +160,3 @@ excluded_dirs = [
 # is_dump_kwargs_enabled = true
 # is_dump_response_enabled = true
 # is_dump_error_enabled = true
-
-[pipelex.observer_config]
-# Uncomment to change the directory where the observer will save its results:
-# observer_dir = "results/observer"
-
-[pipelex.feature_config]
-# WIP/Experimental feature flags:
-# is_pipeline_tracking_enabled = false
-# is_reporting_enabled = true
-
-[pipelex.reporting_config]
-# Uncomment to customize the reporting configuration:
-# is_log_costs_to_console = false
-# is_generate_cost_report_file_enabled = false
-# cost_report_dir_path = "reports"
-# cost_report_base_name = "cost_report"
-# cost_report_extension = "csv"
-# cost_report_unit_scale = 1.0
diff --git a/.pipelex/pipelex_override.toml b/.pipelex/pipelex_override.toml
deleted file mode 100644
index f5d82e7..0000000
--- a/.pipelex/pipelex_override.toml
+++ /dev/null
@@ -1,79 +0,0 @@
-
-####################################################################################################
-# Pipelex config
-####################################################################################################
-
-# [pipelex.pipeline_execution_config.graph_config.graphs_inclusion]
-# Uncomment to customize which graph outputs are generated (all enabled by default):
-# graphspec_json = false
-# orchestration_mmd = false
-# orchestration_html = false
-# dataflow_mmd = false
-# dataflow_html = false
-# combo_mmd = false
-# combo_html = false
-# reactflow_viewspec = false
-# reactflow_html = true
-
-
-[pipelex.storage_config]
-# Uncomment to change the storage method: "local" (default) or "in_memory"
-method = "s3"
-# Whether to fetch remote HTTP URLs and store them locally
-# is_fetch_remote_content_enabled = true
-
-# --- Local Storage Configuration ---
-# Uncomment to customize local storage settings:
-# [pipelex.storage_config.local]
-# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
-# local_storage_path = ".pipelex/storage"
-
-# --- In-Memory Storage Configuration ---
-# Uncomment to use in-memory storage (data is lost when process ends):
-# [pipelex.storage_config.in_memory]
-# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
-
-# --- AWS S3 Storage Configuration ---
-# Uncomment to use S3 storage (requires boto3: `pip install pipelex[s3]`):
-[pipelex.storage_config.s3]
-uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
-bucket_name = "pipelex-storage-test"
-region = "eu-west-3"
-signed_urls_lifespan_seconds = 3600                           # Set to "disabled" for public URLs
-
-# --- Google Cloud Storage Configuration ---
-# Uncomment to use GCP storage (requires google-cloud-storage: `pip install pipelex[gcp-storage]`):
-# [pipelex.storage_config.gcp]
-# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
-# bucket_name = "your-bucket-name"
-# project_id = "your-project-id"
-# signed_urls_lifespan_seconds = 3600  # Set to "disabled" for public URLs
-
-[pipelex.builder_config]
-fix_loop_max_attempts = 10
-# Uncomment to change where the generated pipelines are saved
-default_output_dir = "./pipelines"
-# default_bundle_file_name = "bundle"
-# default_directory_base_name = "pipeline"
-
-[pipelex.log_config]
-default_log_level = "INFO"
-
-[pipelex.log_config.package_log_levels]
-pipelex = "DEBUG"
-
-[cogt.model_deck_config]
-is_model_fallback_enabled = true
-# missing_presets_reaction = "raise"
-
-[cogt.llm_config]
-# is_dump_text_prompts_enabled = true
-# is_dump_response_text_enabled = true
-
-[cogt.llm_config.instructor_config]
-# is_dump_kwargs_enabled = true
-# is_dump_response_enabled = true
-# is_dump_error_enabled = true
-
-[cogt.llm_config.llm_job_config]
-max_retries = 3
diff --git a/.pipelex/telemetry_override.toml b/.pipelex/telemetry_override.toml
deleted file mode 100644
index 9ce4325..0000000
--- a/.pipelex/telemetry_override.toml
+++ /dev/null
@@ -1,37 +0,0 @@
-################################################################################
-# Pipelex Gateway Telemetry Configuration – Applied by OVERRIDE – NO NOT COMMIT
-################################################################################
-
-# ──────────────────────────────────────────────────────────────────────────────
-# PostHog Tracing Configuration
-# ──────────────────────────────────────────────────────────────────────────────
-
-[pipelex_gateway.posthog]
-# AI span tracing to YOUR PostHog (does NOT affect Langfuse/OTLP - they receive full data)
-[pipelex_gateway.posthog.tracing]
-enabled = true
-
-[pipelex_gateway.posthog.tracing.capture]
-content = true
-# content_max_length = 1000                                 # Max length for captured content (omit for unlimited)
-pipe_codes = true
-output_class_names = true
-
-# ──────────────────────────────────────────────────────────────────────────────
-# Portkey SDK Configuration
-# ──────────────────────────────────────────────────────────────────────────────
-
-[pipelex_gateway.portkey]
-force_debug_enabled = false
-force_tracing_enabled = false
-
-# ──────────────────────────────────────────────────────────────────────────────
-# Langfuse Activation
-# Note: Langfuse receives FULL span data (no redaction)
-# ──────────────────────────────────────────────────────────────────────────────
-
-[langfuse]
-enabled = true
-endpoint = "https://cloud.langfuse.com"
-public_key = "${LANGFUSE_PUBLIC_KEY}"
-secret_key = "${LANGFUSE_SECRET_KEY}"
diff --git a/.windsurfrules.md b/.windsurfrules.md
index 6125caa..7bee613 100644
--- a/.windsurfrules.md
+++ b/.windsurfrules.md
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
diff --git a/AGENTS.md b/AGENTS.md
index 6125caa..7bee613 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
diff --git a/CLAUDE.md b/CLAUDE.md
index 6125caa..7bee613 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
diff --git a/cv_and_offer/cv_job_match.plx b/cv_and_offer/cv_job_match.plx
index d5a34c7..ec55ee2 100644
--- a/cv_and_offer/cv_job_match.plx
+++ b/cv_and_offer/cv_job_match.plx
@@ -14,7 +14,7 @@ type = "PipeSequence"
 description = """
 Main pipeline that processes CV and job offer PDFs, analyzes their match, and generates targeted interview questions. This is the entry point for the CV-job matching workflow.
 """
-inputs = { cv_pdf = "PDF", job_offer_pdf = "PDF" }
+inputs = { cv_pdf = "Document", job_offer_pdf = "Document" }
 output = "InterviewSheet"
 steps = [
     { pipe = "extract_documents", result = "extracted_documents" },
@@ -27,7 +27,7 @@ steps = [
 [pipe.extract_documents]
 type = "PipeParallel"
 description = "Extracts text content from both the CV and job offer PDFs concurrently"
-inputs = { cv_pdf = "PDF", job_offer_pdf = "PDF" }
+inputs = { cv_pdf = "Document", job_offer_pdf = "Document" }
 output = "Page[]"
 parallels = [
     { pipe = "extract_cv", result = "cv_pages" },
@@ -38,14 +38,14 @@ add_each_output = true
 [pipe.extract_cv]
 type = "PipeExtract"
 description = "Extracts text content from the CV PDF document"
-inputs = { cv_pdf = "PDF" }
+inputs = { cv_pdf = "Document" }
 output = "Page[]"
 model = "pdf_text_extractor"
 
 [pipe.extract_job_offer]
 type = "PipeExtract"
 description = "Extracts text content from the job offer PDF document"
-inputs = { job_offer_pdf = "PDF" }
+inputs = { job_offer_pdf = "Document" }
 output = "Page[]"
 model = "pdf_text_extractor"
 
diff --git a/cv_and_offer/graphspec.json b/cv_and_offer/graphspec.json
index 66ebbad..0290bd2 100644
--- a/cv_and_offer/graphspec.json
+++ b/cv_and_offer/graphspec.json
@@ -22,7 +22,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -36,7 +36,7 @@
           },
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -112,7 +112,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -126,7 +126,7 @@
           },
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -160,7 +160,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -219,7 +219,7 @@
         "inputs": [
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
diff --git a/cv_and_offer/inputs.json b/cv_and_offer/inputs.json
index 3379105..065853a 100644
--- a/cv_and_offer/inputs.json
+++ b/cv_and_offer/inputs.json
@@ -1,12 +1,12 @@
 {
   "cv_pdf": {
-    "concept": "native.PDF",
+    "concept": "native.Document",
     "content": {
       "url": "data/CVx5/CV-01.pdf"
     }
   },
   "job_offer_pdf": {
-    "concept": "native.PDF",
+    "concept": "native.Document",
     "content": {
       "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
     }
diff --git a/cv_and_offer/mermaidflow.html b/cv_and_offer/mermaidflow.html
index 61c5302..13e6222 100644
--- a/cv_and_offer/mermaidflow.html
+++ b/cv_and_offer/mermaidflow.html
@@ -321,7 +321,7 @@ <h1>Pipeline: Cv Job Match</h1>
 const stuffDataJson = {"s_35a3b4b37e": {"overall_match_score": 10.0, "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales", "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA", "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.", "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.", "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.", "questions": [{"question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?", "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."}, {"question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?", "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."}, {"question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?", "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."}, {"question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?", "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."}, {"question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?", "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."}]}, "s_7f2e386dfb": {"url": "data/CVx5/CV-01.pdf"}, "s_85346f6ca9": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_d282fc7b51": {"items": [{"text_and_images": {"text": {"text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"}, "images": []}, "page_view": null}]}, "s_09958cc830": {"items": [{"text_and_images": {"text": {"text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"}, "images": []}, "page_view": null}]}, "s_5f1107a2c5": {"skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control", "years_of_experience": 8.2, "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design", "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation", "key_achievements": "Received employee of the month award twice at Planet Beach"}, "s_7d1841499d": {"required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers", "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams", "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools", "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred", "experience_level": "Executive Level"}, "s_bdd2d8f94a": {"overall_match_score": 10.0, "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales", "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA", "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.", "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.", "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."}, "s_a809a9f552": {"items": [{"question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?", "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."}, {"question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?", "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."}, {"question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?", "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."}, {"question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?", "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."}, {"question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?", "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."}]}};
 const stuffDataText = {"s_35a3b4b37e": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Given your background in retail sales, how do you p\n                      \u2502       \u2502                \u2502 to selling SaaS solutions to enterprise clients?   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sa\n                      \u2502       \u2502                \u2502 their skills to meet the requirements of the role. \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   4   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you discuss a time when you had to analyze sale\n                      \u2502       \u2502                \u2502 decisions? What tools did you use, and what was the\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's analytical skills and fam\n                      \u2502       \u2502                \u2502 tools, which are important for driving operational \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   5   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What is your philosophy on coaching and developing \n                      \u2502       \u2502                \u2502 you share a specific instance where you successfull\n                      \u2502       \u2502                \u2502 leadership role?                                   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To investigate the candidate's passion for talent d\n                      \u2502       \u2502                \u2502 fostering leadership within their teams.           \n", "s_7f2e386dfb": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_85346f6ca9": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_d282fc7b51": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_09958cc830": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n", "s_5f1107a2c5": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n", "s_7d1841499d": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n", "s_bdd2d8f94a": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n", "s_a809a9f552": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n"};
 const stuffDataHtml = {"s_35a3b4b37e": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>", "s_7f2e386dfb": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_85346f6ca9": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_d282fc7b51": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_09958cc830": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_5f1107a2c5": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>", "s_7d1841499d": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>", "s_bdd2d8f94a": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>", "s_a809a9f552": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>"};
-const stuffMetadata = {"s_35a3b4b37e": {"name": "interview_sheet", "concept": "InterviewSheet"}, "s_7f2e386dfb": {"name": "cv_pdf", "concept": "PDF"}, "s_85346f6ca9": {"name": "job_offer_pdf", "concept": "PDF"}, "s_d282fc7b51": {"name": "cv_pages", "concept": "Page"}, "s_09958cc830": {"name": "job_offer_pages", "concept": "Page"}, "s_5f1107a2c5": {"name": "cv_analysis", "concept": "CVAnalysis"}, "s_7d1841499d": {"name": "job_requirements", "concept": "JobRequirements"}, "s_bdd2d8f94a": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_a809a9f552": {"name": "interview_questions", "concept": "InterviewQuestion"}};
+const stuffMetadata = {"s_35a3b4b37e": {"name": "interview_sheet", "concept": "InterviewSheet"}, "s_7f2e386dfb": {"name": "cv_pdf", "concept": "Document"}, "s_85346f6ca9": {"name": "job_offer_pdf", "concept": "Document"}, "s_d282fc7b51": {"name": "cv_pages", "concept": "Page"}, "s_09958cc830": {"name": "job_offer_pages", "concept": "Page"}, "s_5f1107a2c5": {"name": "cv_analysis", "concept": "CVAnalysis"}, "s_7d1841499d": {"name": "job_requirements", "concept": "JobRequirements"}, "s_bdd2d8f94a": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_a809a9f552": {"name": "interview_questions", "concept": "InterviewQuestion"}};
 const stuffContentType = {"s_7f2e386dfb": "application/pdf", "s_85346f6ca9": "application/pdf"};
 const mermaidCode = "flowchart TD\n\n    %% Pipe and stuff nodes within controller subgraphs\n    subgraph sg_n_dab285a3c1[\"cv_job_match\"]\n        subgraph sg_n_2e1e5efb52[\"analyze_documents\"]\n            n_4de4c1177a[\"analyze_cv\"]\n            s_5f1107a2c5([\"cv_analysis\u003cbr/\u003eCVAnalysis\"]):::stuff\n            n_f4bf5f97b8[\"analyze_job_offer\"]\n            s_7d1841499d([\"job_requirements\u003cbr/\u003eJobRequirements\"]):::stuff\n        end\n        subgraph sg_n_e370e76d3a[\"extract_documents\"]\n            n_dd4b9cc64e[\"extract_cv\"]\n            s_d282fc7b51([\"cv_pages\u003cbr/\u003ePage\"]):::stuff\n            n_ac9945da43[\"extract_job_offer\"]\n            s_09958cc830([\"job_offer_pages\u003cbr/\u003ePage\"]):::stuff\n        end\n        n_06f945a880[\"compose_interview_sheet\"]\n        s_35a3b4b37e([\"interview_sheet\u003cbr/\u003eInterviewSheet\"]):::stuff\n        n_e16653d42d[\"evaluate_match\"]\n        s_bdd2d8f94a([\"match_analysis\u003cbr/\u003eMatchAnalysis\"]):::stuff\n        n_fb2c9a6d71[\"generate_interview_questions\"]\n        s_a809a9f552([\"interview_questions\u003cbr/\u003eInterviewQuestion\"]):::stuff\n    end\n\n    %% Pipeline input stuff nodes (no producer)\n    s_7f2e386dfb([\"cv_pdf\u003cbr/\u003ePDF\"]):::stuff\n    s_85346f6ca9([\"job_offer_pdf\u003cbr/\u003ePDF\"]):::stuff\n\n    %% Data flow edges: producer -\u003e stuff -\u003e consumer\n    n_f4bf5f97b8 --\u003e s_7d1841499d\n    n_e16653d42d --\u003e s_bdd2d8f94a\n    n_ac9945da43 --\u003e s_09958cc830\n    n_dd4b9cc64e --\u003e s_d282fc7b51\n    n_4de4c1177a --\u003e s_5f1107a2c5\n    n_fb2c9a6d71 --\u003e s_a809a9f552\n    n_06f945a880 --\u003e s_35a3b4b37e\n    s_7d1841499d --\u003e n_e16653d42d\n    s_7d1841499d --\u003e n_fb2c9a6d71\n    s_bdd2d8f94a --\u003e n_fb2c9a6d71\n    s_bdd2d8f94a --\u003e n_06f945a880\n    s_85346f6ca9 --\u003e n_ac9945da43\n    s_09958cc830 --\u003e n_f4bf5f97b8\n    s_d282fc7b51 --\u003e n_4de4c1177a\n    s_7f2e386dfb --\u003e n_dd4b9cc64e\n    s_5f1107a2c5 --\u003e n_e16653d42d\n    s_5f1107a2c5 --\u003e n_fb2c9a6d71\n    s_a809a9f552 --\u003e n_06f945a880\n\n    %% Style definitions\n    classDef failed fill:#ffcccc,stroke:#cc0000\n    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px\n    classDef controller fill:#e6f3ff,stroke:#0066cc\n\n    %% Subgraph depth-based coloring\n    style sg_n_2e1e5efb52 fill:#e6ffe6\n    style sg_n_dab285a3c1 fill:#e6f3ff\n    style sg_n_e370e76d3a fill:#e6ffe6";
 
diff --git a/cv_and_offer/reactflow.html b/cv_and_offer/reactflow.html
index dc772d5..1ef522b 100644
--- a/cv_and_offer/reactflow.html
+++ b/cv_and_offer/reactflow.html
@@ -837,14 +837,14 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "ddozj"
             },
             {
               "name": "job_offer_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "QzpHH"
@@ -894,14 +894,14 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "ddozj"
             },
             {
               "name": "job_offer_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "QzpHH"
@@ -942,7 +942,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "ddozj"
@@ -992,7 +992,7 @@
           "inputs": [
             {
               "name": "job_offer_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "QzpHH"
@@ -1655,7 +1655,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -1669,7 +1669,7 @@
           },
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -1745,7 +1745,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -1759,7 +1759,7 @@
           },
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -1793,7 +1793,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -1852,7 +1852,7 @@
         "inputs": [
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
diff --git a/examples/cv_batch/bundle.plx b/examples/cv_batch/bundle.plx
index 3b46dd1..aae93d8 100644
--- a/examples/cv_batch/bundle.plx
+++ b/examples/cv_batch/bundle.plx
@@ -35,7 +35,7 @@ type = "PipeSequence"
 description = """
 Main orchestrator pipe that takes a bunch of CVs and a job offer in PDF format, and analyzes how they match.
 """
-inputs = { cvs = "PDF[]", job_offer_pdf = "PDF" }
+inputs = { cvs = "PDF[]", job_offer_pdf = "Document" }
 output = "MatchAnalysis[]"
 steps = [
     { pipe = "extract_job_offer", result = "job_offer_pages" },
@@ -46,7 +46,7 @@ steps = [
 [pipe.extract_job_offer]
 type = "PipeExtract"
 description = "Extracts text content from the job offer PDF document"
-inputs = { job_offer_pdf = "PDF" }
+inputs = { job_offer_pdf = "Document" }
 output = "Page[]"
 model = "pdf_text_extractor"
 
@@ -70,7 +70,7 @@ Analyze the following job offer content and extract the key requirements for the
 [pipe.process_cv]
 type = "PipeSequence"
 description = "Processes one application"
-inputs = { cv_pdf = "PDF", job_requirements = "JobRequirements" }
+inputs = { cv_pdf = "Document", job_requirements = "JobRequirements" }
 output = "MatchAnalysis"
 steps = [
     { pipe = "extract_cv", result = "cv_pages" },
@@ -81,7 +81,7 @@ steps = [
 [pipe.extract_cv]
 type = "PipeExtract"
 description = "Extracts text content from the CV PDF document"
-inputs = { cv_pdf = "PDF" }
+inputs = { cv_pdf = "Document" }
 output = "Page[]"
 model = "pdf_text_extractor"
 
diff --git a/examples/cv_batch/graphspec.json b/examples/cv_batch/graphspec.json
index 201e621..d9da4c4 100644
--- a/examples/cv_batch/graphspec.json
+++ b/examples/cv_batch/graphspec.json
@@ -22,7 +22,7 @@
         "inputs": [
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -36,7 +36,7 @@
           },
           {
             "name": "cvs",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": null,
             "preview": null,
             "size": null,
@@ -105,7 +105,7 @@
         "inputs": [
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -244,7 +244,7 @@
         "inputs": [
           {
             "name": "cvs",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": null,
             "preview": null,
             "size": null,
@@ -313,7 +313,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -382,7 +382,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -441,7 +441,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -510,7 +510,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
diff --git a/examples/cv_batch/inputs.json b/examples/cv_batch/inputs.json
index 47f1529..ebb02f8 100644
--- a/examples/cv_batch/inputs.json
+++ b/examples/cv_batch/inputs.json
@@ -1,6 +1,6 @@
 {
   "cvs": {
-    "concept": "native.PDF",
+    "concept": "native.Document",
     "content": [
       {
         "url": "data/CVx5/CV-01.pdf"
@@ -11,7 +11,7 @@
     ]
   },
   "job_offer_pdf": {
-    "concept": "native.PDF",
+    "concept": "native.Document",
     "content": {
       "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
     }
diff --git a/examples/cv_batch/mermaidflow.html b/examples/cv_batch/mermaidflow.html
index aba700f..fde29d9 100644
--- a/examples/cv_batch/mermaidflow.html
+++ b/examples/cv_batch/mermaidflow.html
@@ -321,7 +321,7 @@ <h1>Pipeline: Batch Analyze Cvs For Job Offer</h1>
 const stuffDataJson = {"s_f26c93d1bf": {"items": [{"match_score": 28.0, "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.", "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.", "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."}, {"match_score": 28.0, "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.", "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.", "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."}]}, "s_de3cddc574": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_a91b083b7c": {"items": [{"url": "data/CVx5/CV-01.pdf"}, {"url": "data/CVx5/CV-02.pdf"}]}, "s_7a4cc9c986": {"items": [{"text_and_images": {"text": {"text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"}, "images": []}, "page_view": null}]}, "s_24afc92797": {"required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.", "responsibilities": "Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.", "qualifications": "12+ years of relevant experience; bachelor's degree required; MBA preferred.", "nice_to_haves": "Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy."}, "s_a760c250f9": {"match_score": 28.0, "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.", "gaps": "The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.", "overall_assessment": "While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate's current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership."}, "s_5dddb7a6a4": {"url": "data/CVx5/CV-01.pdf"}, "s_cda7e40750": {"items": [{"text_and_images": {"text": {"text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"}, "images": []}, "page_view": null}]}, "s_bb973940a0": {"match_score": 28.0, "strengths": "The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.", "gaps": "The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.", "overall_assessment": "While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit."}, "s_de12eb4319": {"url": "data/CVx5/CV-02.pdf"}, "s_fe9159207f": {"items": [{"text_and_images": {"text": {"text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"}, "images": []}, "page_view": null}]}, "s_e74b4cb5bd": {"skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.", "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.", "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.", "achievements": "Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target."}, "s_b78a3a85b6": {"skills": "Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.", "experience": "Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.", "education": "Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.", "achievements": "Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event."}};
 const stuffDataText = {"s_f26c93d1bf": "    1    \u2502  Attribute          \u2503 Value                                                              \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score        \u2502 28.0                                                               \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths          \u2502 The candidate demonstrates strong customer service, communication, \n         \u2502                     \u2502 across retail environments, with a consistent record of client enga\n         \u2502                     \u2502 marketing, and team collaboration. They have hands-on experience in\n         \u2502                     \u2502 inventory management, and training or leading peers, supported by r\n         \u2502                     \u2502 Employee of the Month and academic honors. Their Bachelor of Scienc\n         \u2502                     \u2502 and practical trend awareness indicate creativity and brand-conscio\n         \u2502                     \u2502 volunteer role as a Brand Ambassador shows initiative in representi\n         \u2502                     \u2502 on campus.                                                         \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise\n         \u2502                     \u2502 infrastructure, and has no demonstrated track record of selling to \n         \u2502                     \u2502 or engaging C-suite executives. They do not meet the 12+ years of r\n         \u2502                     \u2502 requirement, particularly in high-scale revenue ownership ($180M+ A\n         \u2502                     \u2502 There is no evidence of leading large sales teams (60+ members), st\n         \u2502                     \u2502 planning, or using advanced sales analytics tools like ACME. Additi\n         \u2502                     \u2502 has not shown experience in CRM platforms, account-based selling, c\n         \u2502                     \u2502 or cross-functional leadership with Product or Customer Success tea\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, cu\n         \u2502                     \u2502 visual presentation within retail and spa environments, they are no\n         \u2502                     \u2502 this senior enterprise sales leadership role. The position demands \n         \u2502                     \u2502 in technology sales at scale, executive engagement, and team leader\n         \u2502                     \u2502 candidate's current background. Their qualifications align better w\n         \u2502                     \u2502 consumer-facing sales roles rather than B2B SaaS and enterprise sal\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute          \u2503 Value                                                              \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score        \u2502 28.0                                                               \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths          \u2502 The candidate demonstrates strong customer service, communication, \n         \u2502                     \u2502 across retail environments, with a consistent record of performance\n         \u2502                     \u2502 Employee of the Month awards. They possess leadership experience th\n         \u2502                     \u2502 coworkers and managing daily operations, as well as organizational \n         \u2502                     \u2502 marketing skills. Their educational background in Graphic Design fr\n         \u2502                     \u2502 program, with a high GPA and scholarship recognition, indicates dis\n         \u2502                     \u2502 visual-strategic thinking, which could support marketing or client-\n         \u2502                     \u2502 elements in sales roles.                                           \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise softw\n         \u2502                     \u2502 infrastructure sales, which are central to the role. They have no d\n         \u2502                     \u2502 selling to Fortune 500 companies or engaging C-suite executives. Th\n         \u2502                     \u2502 is in retail and spa services, not in high-value B2B or enterprise \n         \u2502                     \u2502 evidence of leading or scaling a large sales team (60+), P&L or ARR\n         \u2502                     \u2502 sales planning, or experience with sales analytics tools like ACME.\n         \u2502                     \u2502 experience level appears significantly below the 12+ years of relev\n         \u2502                     \u2502 leadership required, and there is no indication of an MBA or execut\n         \u2502                     \u2502 competencies such as change management, cross-functional collaborat\n         \u2502                     \u2502 channel/partner sales models.                                      \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer\n         \u2502                     \u2502 along with leadership in retail contexts, they are not a suitable m\n         \u2502                     \u2502 enterprise sales leadership role. The position demands extensive ex\n         \u2502                     \u2502 enterprise sales leadership at a strategic level, which the candida\n         \u2502                     \u2502 Their background is better aligned with retail sales management or \n         \u2502                     \u2502 roles rather than scaling a $180M+ ARR business unit.              \n", "s_de3cddc574": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_a91b083b7c": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_7a4cc9c986": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n", "s_24afc92797": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises; strong executive p\n                  \u2502 engage C-suite buyers.                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and scale a team of 60+ enterprise sales professionals; drive revenue with \n                  \u2502 and full P&L accountability; develop and implement sales strategies; build execu\n                  \u2502 C-level stakeholders; ensure sales excellence through forecasting and process op\n                  \u2502 develop sales leaders; collaborate cross-functionally with Product, Marketing, C\n                  \u2502 Channel teams; champion innovation in sales methodologies and tools.            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of relevant experience; bachelor's degree required; MBA preferred.    \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves    \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets; track r\n                  \u2502 teams from early stage through scale; expertise in account-based selling and str\n                  \u2502 management; strong analytical skills with proficiency in ACME and sales analytic\n                  \u2502 developing talent with direct reports promoted to leadership roles; experience w\n                  \u2502 sales models; passion for coaching and developing high-performing teams; leaders\n                  \u2502 strategic thinking, communication, data-driven decision making, change managemen\n                  \u2502 collaboration, and diversity, equity, and inclusion advocacy.                   \n", "s_a760c250f9": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of client engagement, promotional marke\n                    \u2502 collaboration. They have hands-on experience in visual merchandising, inventor\n                    \u2502 training or leading peers, supported by recognition such as Employee of the Mo\n                    \u2502 Their Bachelor of Science in Graphic Design and practical trend awareness indi\n                    \u2502 brand-consciousness, while their volunteer role as a Brand Ambassador shows in\n                    \u2502 a major corporation on campus.                                                \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS sales, enterprise software, \n                    \u2502 and has no demonstrated track record of selling to Fortune 500 companies or en\n                    \u2502 executives. They do not meet the 12+ years of relevant experience requirement,\n                    \u2502 high-scale revenue ownership ($180M+ ARR) or P&L management. There is no evide\n                    \u2502 sales teams (60+ members), strategic sales planning, or using advanced sales a\n                    \u2502 ACME. Additionally, the candidate has not shown experience in CRM platforms, a\n                    \u2502 channel/partner sales, or cross-functional leadership with Product or Customer\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits solid foundational skills in sales, customer serv\n                    \u2502 presentation within retail and spa environments, they are not a suitable fit f\n                    \u2502 enterprise sales leadership role. The position demands extensive experience in\n                    \u2502 scale, executive engagement, and team leadership far beyond the candidate's cu\n                    \u2502 qualifications align better with retail or consumer-facing sales roles rather \n                    \u2502 enterprise sales leadership.                                                  \n", "s_5dddb7a6a4": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_cda7e40750": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_bb973940a0": " Attribute          \u2503 Value                                                                         \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score        \u2502 28.0                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths          \u2502 The candidate demonstrates strong customer service, communication, and sales e\n                    \u2502 environments, with a consistent record of performance excellence, including Em\n                    \u2502 awards. They possess leadership experience through training coworkers and mana\n                    \u2502 as well as organizational and promotional marketing skills. Their educational \n                    \u2502 Design from a reputable program, with a high GPA and scholarship recognition, \n                    \u2502 visual-strategic thinking, which could support marketing or client-facing pres\n                    \u2502 sales roles.                                                                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps               \u2502 The candidate lacks any direct experience in SaaS, enterprise software, or clo\n                    \u2502 which are central to the role. They have no demonstrated experience selling to\n                    \u2502 or engaging C-suite executives. Their sales background is in retail and spa se\n                    \u2502 high-value B2B or enterprise sales. There is no evidence of leading or scaling\n                    \u2502 (60+), P&L or ARR ownership, strategic sales planning, or experience with sale\n                    \u2502 ACME. The candidate\u2019s experience level appears significantly below the 12+ yea\n                    \u2502 enterprise sales leadership required, and there is no indication of an MBA or \n                    \u2502 strategic competencies such as change management, cross-functional collaborati\n                    \u2502 channel/partner sales models.                                                 \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment \u2502 While the candidate exhibits strong foundational sales and customer service ab\n                    \u2502 leadership in retail contexts, they are not a suitable match for this senior e\n                    \u2502 leadership role. The position demands extensive experience in SaaS and enterpr\n                    \u2502 a strategic level, which the candidate does not possess. Their background is b\n                    \u2502 retail sales management or visual merchandising roles rather than scaling a $1\n", "s_de12eb4319": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_fe9159207f": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_e74b4cb5bd": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with store mer\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Recipient of the Twin Cities Iron Range Scholarship, Dean's List honoree, Employee o\n              \u2502 (twice) at Planet Beach, participated in college brand promotion event for Target.  \n", "s_b78a3a85b6": " Attribute    \u2503 Value                                                                               \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills       \u2502 Graphic design, trend awareness, customer service, inventory management, display and\n              \u2502 sales, communication, organizational skills, leadership, cash handling, promotional \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience   \u2502 Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandi\n              \u2502 assisted customers using trend knowledge, managed inventory scanning, and processed \n              \u2502 Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, manag\n              \u2502 communicated with clients, participated in promotional events, handled cash. Sales A\n              \u2502 (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assi\n              \u2502 Representative at Victoria's Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set \n              \u2502 displays, provided customer service, conducted seasonal inventory. Volunteer Brand A\n              \u2502 Corporation (August 2009): Represented Target and Periscope Marketing, engaged unive\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education    \u2502 Bachelor of Science in Graphic Design from the University of Minnesota, College of D\n              \u2502 3.93, Dean's List, recipient of the Twin Cities Iron Range Scholarship. Graduated Ma\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements \u2502 Dean's List recognition, Twin Cities Iron Range Scholarship recipient, Employee of t\n              \u2502 at Planet Beach, successful representation of Target as a Brand Ambassador at a coll\n"};
 const stuffDataHtml = {"s_f26c93d1bf": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr><tr><td>28.0</td><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></tbody></table>", "s_de3cddc574": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_a91b083b7c": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_7a4cc9c986": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_24afc92797": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises; strong executive presence with ability to engage C-suite buyers.</td></tr><tr><th>responsibilities</th><td>Lead and scale a team of 60+ enterprise sales professionals; drive revenue with ownership of $180M+ ARR and full P&amp;L accountability; develop and implement sales strategies; build executive relationships with C-level stakeholders; ensure sales excellence through forecasting and process optimization; coach and develop sales leaders; collaborate cross-functionally with Product, Marketing, Customer Success, and Channel teams; champion innovation in sales methodologies and tools.</td></tr><tr><th>qualifications</th><td>12+ years of relevant experience; bachelor&#x27;s degree required; MBA preferred.</td></tr><tr><th>nice_to_haves</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets; track record of building sales teams from early stage through scale; expertise in account-based selling and strategic account management; strong analytical skills with proficiency in ACME and sales analytics tools; history of developing talent with direct reports promoted to leadership roles; experience with channel/partner sales models; passion for coaching and developing high-performing teams; leadership competencies in strategic thinking, communication, data-driven decision making, change management, cross-functional collaboration, and diversity, equity, and inclusion advocacy.</td></tr></table>", "s_a760c250f9": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of client engagement, promotional marketing, and team collaboration. They have hands-on experience in visual merchandising, inventory management, and training or leading peers, supported by recognition such as Employee of the Month and academic honors. Their Bachelor of Science in Graphic Design and practical trend awareness indicate creativity and brand-consciousness, while their volunteer role as a Brand Ambassador shows initiative in representing a major corporation on campus.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS sales, enterprise software, or cloud infrastructure, and has no demonstrated track record of selling to Fortune 500 companies or engaging C-suite executives. They do not meet the 12+ years of relevant experience requirement, particularly in high-scale revenue ownership ($180M+ ARR) or P&amp;L management. There is no evidence of leading large sales teams (60+ members), strategic sales planning, or using advanced sales analytics tools like ACME. Additionally, the candidate has not shown experience in CRM platforms, account-based selling, channel/partner sales, or cross-functional leadership with Product or Customer Success teams.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits solid foundational skills in sales, customer service, and visual presentation within retail and spa environments, they are not a suitable fit for this senior enterprise sales leadership role. The position demands extensive experience in technology sales at scale, executive engagement, and team leadership far beyond the candidate&#x27;s current background. Their qualifications align better with retail or consumer-facing sales roles rather than B2B SaaS and enterprise sales leadership.</td></tr></table>", "s_5dddb7a6a4": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_cda7e40750": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_bb973940a0": "<table ><tr><th>match_score</th><td>28.0</td></tr><tr><th>strengths</th><td>The candidate demonstrates strong customer service, communication, and sales experience across retail environments, with a consistent record of performance excellence, including Employee of the Month awards. They possess leadership experience through training coworkers and managing daily operations, as well as organizational and promotional marketing skills. Their educational background in Graphic Design from a reputable program, with a high GPA and scholarship recognition, indicates discipline and visual-strategic thinking, which could support marketing or client-facing presentation elements in sales roles.</td></tr><tr><th>gaps</th><td>The candidate lacks any direct experience in SaaS, enterprise software, or cloud infrastructure sales, which are central to the role. They have no demonstrated experience selling to Fortune 500 companies or engaging C-suite executives. Their sales background is in retail and spa services, not in high-value B2B or enterprise sales. There is no evidence of leading or scaling a large sales team (60+), P&amp;L or ARR ownership, strategic sales planning, or experience with sales analytics tools like ACME. The candidate\u2019s experience level appears significantly below the 12+ years of relevant enterprise sales leadership required, and there is no indication of an MBA or executive-level strategic competencies such as change management, cross-functional collaboration at scale, or channel/partner sales models.</td></tr><tr><th>overall_assessment</th><td>While the candidate exhibits strong foundational sales and customer service abilities, along with leadership in retail contexts, they are not a suitable match for this senior enterprise sales leadership role. The position demands extensive experience in SaaS and enterprise sales leadership at a strategic level, which the candidate does not possess. Their background is better aligned with retail sales management or visual merchandising roles rather than scaling a $180M+ ARR business unit.</td></tr></table>", "s_de12eb4319": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_fe9159207f": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_e74b4cb5bd": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with store merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Recipient of the Twin Cities Iron Range Scholarship, Dean&#x27;s List honoree, Employee of the Month award (twice) at Planet Beach, participated in college brand promotion event for Target.</td></tr></table>", "s_b78a3a85b6": "<table ><tr><th>skills</th><td>Graphic design, trend awareness, customer service, inventory management, display and visual merchandising, sales, communication, organizational skills, leadership, cash handling, promotional marketing.</td></tr><tr><th>experience</th><td>Sales Associate at American Eagle (July 2009 - present): Collaborated with merchandiser on displays, assisted customers using trend knowledge, managed inventory scanning, and processed shipments. Spa Consultant at Planet Beach (Aug. 2008 - present): Sold retail and memberships, managed daily operations, communicated with clients, participated in promotional events, handled cash. Sales Associate at Heartbreaker (May 2008 - Aug. 2008): Stocked inventory, identified unsuccessful merchandise, assisted customers. Fashion Representative at Victoria&#x27;s Secret (Jan. 2006 - Feb. 2009): Trained coworkers, set up mannequins and displays, provided customer service, conducted seasonal inventory. Volunteer Brand Ambassador at Target Corporation (August 2009): Represented Target and Periscope Marketing, engaged university students.</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design from the University of Minnesota, College of Design. Cumulative GPA: 3.93, Dean&#x27;s List, recipient of the Twin Cities Iron Range Scholarship. Graduated May 2011.</td></tr><tr><th>achievements</th><td>Dean&#x27;s List recognition, Twin Cities Iron Range Scholarship recipient, Employee of the Month award (twice) at Planet Beach, successful representation of Target as a Brand Ambassador at a college event.</td></tr></table>"};
-const stuffMetadata = {"s_f26c93d1bf": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_de3cddc574": {"name": "job_offer_pdf", "concept": "PDF"}, "s_a91b083b7c": {"name": "cvs", "concept": "PDF"}, "s_7a4cc9c986": {"name": "job_offer_pages", "concept": "Page"}, "s_24afc92797": {"name": "job_requirements", "concept": "JobRequirements"}, "s_a760c250f9": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_5dddb7a6a4": {"name": "cv_pdf", "concept": "PDF"}, "s_cda7e40750": {"name": "cv_pages", "concept": "Page"}, "s_bb973940a0": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_de12eb4319": {"name": "cv_pdf", "concept": "PDF"}, "s_fe9159207f": {"name": "cv_pages", "concept": "Page"}, "s_e74b4cb5bd": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_b78a3a85b6": {"name": "candidate_profile", "concept": "CandidateProfile"}};
+const stuffMetadata = {"s_f26c93d1bf": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_de3cddc574": {"name": "job_offer_pdf", "concept": "Document"}, "s_a91b083b7c": {"name": "cvs", "concept": "Document"}, "s_7a4cc9c986": {"name": "job_offer_pages", "concept": "Page"}, "s_24afc92797": {"name": "job_requirements", "concept": "JobRequirements"}, "s_a760c250f9": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_5dddb7a6a4": {"name": "cv_pdf", "concept": "Document"}, "s_cda7e40750": {"name": "cv_pages", "concept": "Page"}, "s_bb973940a0": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_de12eb4319": {"name": "cv_pdf", "concept": "Document"}, "s_fe9159207f": {"name": "cv_pages", "concept": "Page"}, "s_e74b4cb5bd": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_b78a3a85b6": {"name": "candidate_profile", "concept": "CandidateProfile"}};
 const stuffContentType = {"s_de3cddc574": "application/pdf", "s_5dddb7a6a4": "application/pdf", "s_de12eb4319": "application/pdf"};
 const mermaidCode = "flowchart TD\n\n    %% Pipe and stuff nodes within controller subgraphs\n    subgraph sg_n_1a17fb4c57[\"batch_analyze_cvs_for_job_offer\"]\n        subgraph sg_n_432e97fec2[\"process_cv_batch\"]\n            subgraph sg_n_cba946496e[\"process_cv\"]\n                n_f6fd5e1a2a[\"analyze_cv\"]\n                s_b78a3a85b6([\"candidate_profile\u003cbr/\u003eCandidateProfile\"]):::stuff\n                n_c39d9cd3a1[\"analyze_match\"]\n                s_a760c250f9([\"match_analysis\u003cbr/\u003eMatchAnalysis\"]):::stuff\n                n_19b916397b[\"extract_cv\"]\n                s_cda7e40750([\"cv_pages\u003cbr/\u003ePage\"]):::stuff\n            end\n            subgraph sg_n_7f8d1bde46[\"process_cv\"]\n                n_34a4eaacb7[\"analyze_cv\"]\n                s_e74b4cb5bd([\"candidate_profile\u003cbr/\u003eCandidateProfile\"]):::stuff\n                n_c73627936a[\"analyze_match\"]\n                s_bb973940a0([\"match_analysis\u003cbr/\u003eMatchAnalysis\"]):::stuff\n                n_a60f1d59fa[\"extract_cv\"]\n                s_fe9159207f([\"cv_pages\u003cbr/\u003ePage\"]):::stuff\n            end\n        end\n        n_7376894cf7[\"analyze_job_requirements\"]\n        s_24afc92797([\"job_requirements\u003cbr/\u003eJobRequirements\"]):::stuff\n        n_82007caa37[\"extract_job_offer\"]\n        s_7a4cc9c986([\"job_offer_pages\u003cbr/\u003ePage\"]):::stuff\n    end\n\n    %% Pipeline input stuff nodes (no producer)\n    s_5dddb7a6a4([\"cv_pdf\u003cbr/\u003ePDF\"]):::stuff\n    s_de12eb4319([\"cv_pdf\u003cbr/\u003ePDF\"]):::stuff\n    s_de3cddc574([\"job_offer_pdf\u003cbr/\u003ePDF\"]):::stuff\n\n    %% Data flow edges: producer -\u003e stuff -\u003e consumer\n    n_34a4eaacb7 --\u003e s_e74b4cb5bd\n    n_c39d9cd3a1 --\u003e s_a760c250f9\n    n_c73627936a --\u003e s_bb973940a0\n    n_82007caa37 --\u003e s_7a4cc9c986\n    n_19b916397b --\u003e s_cda7e40750\n    n_f6fd5e1a2a --\u003e s_b78a3a85b6\n    n_7376894cf7 --\u003e s_24afc92797\n    n_a60f1d59fa --\u003e s_fe9159207f\n    s_de3cddc574 --\u003e n_82007caa37\n    s_e74b4cb5bd --\u003e n_c73627936a\n    s_5dddb7a6a4 --\u003e n_19b916397b\n    s_de12eb4319 --\u003e n_a60f1d59fa\n    s_7a4cc9c986 --\u003e n_7376894cf7\n    s_cda7e40750 --\u003e n_f6fd5e1a2a\n    s_b78a3a85b6 --\u003e n_c39d9cd3a1\n    s_24afc92797 --\u003e n_c73627936a\n    s_24afc92797 --\u003e n_c39d9cd3a1\n    s_fe9159207f --\u003e n_34a4eaacb7\n\n    %% Style definitions\n    classDef failed fill:#ffcccc,stroke:#cc0000\n    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px\n    classDef controller fill:#e6f3ff,stroke:#0066cc\n\n    %% Subgraph depth-based coloring\n    style sg_n_1a17fb4c57 fill:#e6f3ff\n    style sg_n_432e97fec2 fill:#e6ffe6\n    style sg_n_7f8d1bde46 fill:#fffde6\n    style sg_n_cba946496e fill:#fffde6";
 
diff --git a/examples/cv_batch/reactflow.html b/examples/cv_batch/reactflow.html
index 8ab5d2a..3b8e6a1 100644
--- a/examples/cv_batch/reactflow.html
+++ b/examples/cv_batch/reactflow.html
@@ -837,14 +837,14 @@
           "inputs": [
             {
               "name": "job_offer_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "29t4Y"
             },
             {
               "name": "cvs",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "8YjGW"
@@ -894,7 +894,7 @@
           "inputs": [
             {
               "name": "job_offer_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "29t4Y"
@@ -994,7 +994,7 @@
           "inputs": [
             {
               "name": "cvs",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "8YjGW"
@@ -1044,7 +1044,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "8YjGW-branch-0"
@@ -1101,7 +1101,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "8YjGW-branch-0"
@@ -1151,7 +1151,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "8YjGW-branch-1"
@@ -1208,7 +1208,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "8YjGW-branch-1"
@@ -1741,7 +1741,7 @@
         "inputs": [
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -1755,7 +1755,7 @@
           },
           {
             "name": "cvs",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": null,
             "preview": null,
             "size": null,
@@ -1824,7 +1824,7 @@
         "inputs": [
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -1963,7 +1963,7 @@
         "inputs": [
           {
             "name": "cvs",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": null,
             "preview": null,
             "size": null,
@@ -2032,7 +2032,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -2101,7 +2101,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -2160,7 +2160,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
@@ -2229,7 +2229,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "application/pdf",
             "preview": null,
             "size": null,
diff --git a/examples/cv_batch/run_analyze_cv_and_generate_questions.py b/examples/cv_batch/run_analyze_cv_and_generate_questions.py
index 40bcb2b..c37df7e 100644
--- a/examples/cv_batch/run_analyze_cv_and_generate_questions.py
+++ b/examples/cv_batch/run_analyze_cv_and_generate_questions.py
@@ -2,8 +2,8 @@
 import time
 from pathlib import Path
 
+from pipelex.core.stuffs.document_content import DocumentContent
 from pipelex.core.stuffs.list_content import ListContent
-from pipelex.core.stuffs.pdf_content import PDFContent
 from pipelex.pipelex import Pipelex
 from pipelex.pipeline.execute import execute_pipeline
 from pipelex.system.runtime import IntegrationMode
@@ -13,17 +13,17 @@
 CV_FOLDER = Path("data/CVx5")
 
 
-def get_cv_pdf_contents() -> list[PDFContent]:
+def get_cv_pdf_contents() -> list[DocumentContent]:
     """Get all PDF files from the CVs folder."""
-    return [PDFContent(url=str(pdf_path)) for pdf_path in sorted(CV_FOLDER.glob("*.pdf"))]
+    return [DocumentContent(url=str(pdf_path)) for pdf_path in sorted(CV_FOLDER.glob("*.pdf"))]
 
 
 async def run_analyze_cvs_for_job_offer():
     return await execute_pipeline(
         pipe_code="analyze_cvs_for_job_offer",
         inputs={
-            "cvs": ListContent[PDFContent](items=get_cv_pdf_contents()),
-            "job_offer_pdf": PDFContent(url="https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"),
+            "cvs": ListContent[DocumentContent](items=get_cv_pdf_contents()),
+            "job_offer_pdf": DocumentContent(url="https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"),
         },
     )
 
diff --git a/my_project/hello_world.py b/my_project/hello_world.py
index 5614816..b0d2c69 100644
--- a/my_project/hello_world.py
+++ b/my_project/hello_world.py
@@ -18,7 +18,7 @@ async def hello_world():
     pretty_print(pipe_output, title="Your first Pipelex output")
 
 
-# start Pipelex
-Pipelex.make()
-# run sample using asyncio
-asyncio.run(hello_world())
+if __name__ == "__main__":
+    with Pipelex.make(library_dirs=["my_project"]):
+        # run sample using asyncio
+        asyncio.run(hello_world())
diff --git a/test_graphs/combo.html b/test_graphs/combo.html
index a911abf..713ebb9 100644
--- a/test_graphs/combo.html
+++ b/test_graphs/combo.html
@@ -359,7 +359,7 @@ <h1>Combo: graphspec</h1>
         const stuffDataJson = {"s_b94e399ab9": {"items": [{"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}]}, "s_4a6729ed7a": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_15d74c362d": {"items": [{"url": "data/CVx5/CV-01.pdf"}, {"url": "data/CVx5/CV-02.pdf"}]}, "s_482a2528d9": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_b6910d1cd9": {"required_skills": "rPFrGsEsxuZQIKohoNZE", "responsibilities": "npHVIfutLhgfyYqytjzQ", "qualifications": "FmfQxeLzEftxRnfQTHwB", "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"}, "s_15dd06fe68": {"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, "s_c8adf02cf5": {"url": "data/CVx5/CV-01.pdf"}, "s_385e2c2510": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_dc8e9682f0": {"skills": "MkvbtMmnWIApjOdwjqRx", "experience": "CFJgKeyHQNCjJdfLSPxM", "education": "DgadhTXsoWfCwZbIuLUA", "achievements": "iUfzQOZenwnYorIzpGlU"}, "s_c448a753f6": {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}, "s_b82bebd560": {"url": "data/CVx5/CV-02.pdf"}, "s_451643b0ff": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_44444fe85a": {"skills": "uFnIkwWXWoQibNMkfUbx", "experience": "WYxdaxuLRghrJVNTcevU", "education": "NympQPOkbWDKTmvSUGde", "achievements": "LfHsHyIQynfTWoopagTv"}};
         const stuffDataText = {"s_b94e399ab9": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 vJDfvwBFBIreWcfnfiUf              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n", "s_4a6729ed7a": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_15d74c362d": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_482a2528d9": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_b6910d1cd9": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n", "s_15dd06fe68": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n", "s_c8adf02cf5": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_385e2c2510": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_dc8e9682f0": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n", "s_c448a753f6": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n", "s_b82bebd560": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_451643b0ff": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_44444fe85a": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n"};
         const stuffDataHtml = {"s_b94e399ab9": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>", "s_4a6729ed7a": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_15d74c362d": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_482a2528d9": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_b6910d1cd9": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>", "s_15dd06fe68": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>", "s_c8adf02cf5": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_385e2c2510": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_dc8e9682f0": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>", "s_c448a753f6": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>", "s_b82bebd560": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_451643b0ff": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_44444fe85a": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>"};
-        const stuffMetadata = {"s_b94e399ab9": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_4a6729ed7a": {"name": "job_offer_pdf", "concept": "PDF"}, "s_15d74c362d": {"name": "cvs", "concept": "PDF"}, "s_482a2528d9": {"name": "job_offer_pages", "concept": "Page"}, "s_b6910d1cd9": {"name": "job_requirements", "concept": "JobRequirements"}, "s_15dd06fe68": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_c8adf02cf5": {"name": "cv_pdf", "concept": "PDF"}, "s_385e2c2510": {"name": "cv_pages", "concept": "Page"}, "s_dc8e9682f0": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_c448a753f6": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_b82bebd560": {"name": "cv_pdf", "concept": "PDF"}, "s_451643b0ff": {"name": "cv_pages", "concept": "Page"}, "s_44444fe85a": {"name": "candidate_profile", "concept": "CandidateProfile"}};
+        const stuffMetadata = {"s_b94e399ab9": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_4a6729ed7a": {"name": "job_offer_pdf", "concept": "Document"}, "s_15d74c362d": {"name": "cvs", "concept": "Document"}, "s_482a2528d9": {"name": "job_offer_pages", "concept": "Page"}, "s_b6910d1cd9": {"name": "job_requirements", "concept": "JobRequirements"}, "s_15dd06fe68": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_c8adf02cf5": {"name": "cv_pdf", "concept": "Document"}, "s_385e2c2510": {"name": "cv_pages", "concept": "Page"}, "s_dc8e9682f0": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_c448a753f6": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_b82bebd560": {"name": "cv_pdf", "concept": "Document"}, "s_451643b0ff": {"name": "cv_pages", "concept": "Page"}, "s_44444fe85a": {"name": "candidate_profile", "concept": "CandidateProfile"}};
         const mermaidCode = `flowchart TD
 
     %% Pipe and stuff nodes within controller subgraphs
diff --git a/test_graphs/dataflow.html b/test_graphs/dataflow.html
index 05c917f..47557f3 100644
--- a/test_graphs/dataflow.html
+++ b/test_graphs/dataflow.html
@@ -344,7 +344,7 @@ <h1>Dataflow: graphspec</h1>
         const stuffDataJson = {"s_b94e399ab9": {"items": [{"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}]}, "s_4a6729ed7a": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_15d74c362d": {"items": [{"url": "data/CVx5/CV-01.pdf"}, {"url": "data/CVx5/CV-02.pdf"}]}, "s_482a2528d9": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_b6910d1cd9": {"required_skills": "rPFrGsEsxuZQIKohoNZE", "responsibilities": "npHVIfutLhgfyYqytjzQ", "qualifications": "FmfQxeLzEftxRnfQTHwB", "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"}, "s_15dd06fe68": {"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, "s_c8adf02cf5": {"url": "data/CVx5/CV-01.pdf"}, "s_385e2c2510": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_dc8e9682f0": {"skills": "MkvbtMmnWIApjOdwjqRx", "experience": "CFJgKeyHQNCjJdfLSPxM", "education": "DgadhTXsoWfCwZbIuLUA", "achievements": "iUfzQOZenwnYorIzpGlU"}, "s_c448a753f6": {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}, "s_b82bebd560": {"url": "data/CVx5/CV-02.pdf"}, "s_451643b0ff": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_44444fe85a": {"skills": "uFnIkwWXWoQibNMkfUbx", "experience": "WYxdaxuLRghrJVNTcevU", "education": "NympQPOkbWDKTmvSUGde", "achievements": "LfHsHyIQynfTWoopagTv"}};
         const stuffDataText = {"s_b94e399ab9": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 vJDfvwBFBIreWcfnfiUf              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n", "s_4a6729ed7a": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_15d74c362d": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_482a2528d9": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_b6910d1cd9": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n", "s_15dd06fe68": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n", "s_c8adf02cf5": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_385e2c2510": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_dc8e9682f0": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n", "s_c448a753f6": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n", "s_b82bebd560": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_451643b0ff": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_44444fe85a": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n"};
         const stuffDataHtml = {"s_b94e399ab9": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>", "s_4a6729ed7a": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_15d74c362d": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_482a2528d9": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_b6910d1cd9": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>", "s_15dd06fe68": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>", "s_c8adf02cf5": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_385e2c2510": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_dc8e9682f0": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>", "s_c448a753f6": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>", "s_b82bebd560": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_451643b0ff": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_44444fe85a": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>"};
-        const stuffMetadata = {"s_b94e399ab9": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_4a6729ed7a": {"name": "job_offer_pdf", "concept": "PDF"}, "s_15d74c362d": {"name": "cvs", "concept": "PDF"}, "s_482a2528d9": {"name": "job_offer_pages", "concept": "Page"}, "s_b6910d1cd9": {"name": "job_requirements", "concept": "JobRequirements"}, "s_15dd06fe68": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_c8adf02cf5": {"name": "cv_pdf", "concept": "PDF"}, "s_385e2c2510": {"name": "cv_pages", "concept": "Page"}, "s_dc8e9682f0": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_c448a753f6": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_b82bebd560": {"name": "cv_pdf", "concept": "PDF"}, "s_451643b0ff": {"name": "cv_pages", "concept": "Page"}, "s_44444fe85a": {"name": "candidate_profile", "concept": "CandidateProfile"}};
+        const stuffMetadata = {"s_b94e399ab9": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_4a6729ed7a": {"name": "job_offer_pdf", "concept": "Document"}, "s_15d74c362d": {"name": "cvs", "concept": "Document"}, "s_482a2528d9": {"name": "job_offer_pages", "concept": "Page"}, "s_b6910d1cd9": {"name": "job_requirements", "concept": "JobRequirements"}, "s_15dd06fe68": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_c8adf02cf5": {"name": "cv_pdf", "concept": "Document"}, "s_385e2c2510": {"name": "cv_pages", "concept": "Page"}, "s_dc8e9682f0": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_c448a753f6": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_b82bebd560": {"name": "cv_pdf", "concept": "Document"}, "s_451643b0ff": {"name": "cv_pages", "concept": "Page"}, "s_44444fe85a": {"name": "candidate_profile", "concept": "CandidateProfile"}};
         const mermaidCode = `flowchart TD
     %% Pipe nodes
     n_ec4b74880e["analyze_cv"]:::pipe
diff --git a/test_graphs/reactflow.html b/test_graphs/reactflow.html
index 941b237..c5d0717 100644
--- a/test_graphs/reactflow.html
+++ b/test_graphs/reactflow.html
@@ -688,14 +688,14 @@
           "inputs": [
             {
               "name": "job_offer_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "eCzig"
             },
             {
               "name": "cvs",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "3yvCy"
@@ -745,7 +745,7 @@
           "inputs": [
             {
               "name": "job_offer_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "eCzig"
@@ -845,7 +845,7 @@
           "inputs": [
             {
               "name": "cvs",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "3yvCy"
@@ -895,7 +895,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "3yvCy-branch-0"
@@ -952,7 +952,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "3yvCy-branch-0"
@@ -1109,7 +1109,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "3yvCy-branch-1"
@@ -1166,7 +1166,7 @@
           "inputs": [
             {
               "name": "cv_pdf",
-              "concept": "PDF",
+              "concept": "Document",
               "preview": null,
               "size": null,
               "digest": "3yvCy-branch-1"
@@ -1593,7 +1593,7 @@
         "inputs": [
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "PDFContent",
             "preview": null,
             "size": null,
@@ -1607,7 +1607,7 @@
           },
           {
             "name": "cvs",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "ListContent",
             "preview": null,
             "size": null,
@@ -1676,7 +1676,7 @@
         "inputs": [
           {
             "name": "job_offer_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "PDFContent",
             "preview": null,
             "size": null,
@@ -1851,7 +1851,7 @@
         "inputs": [
           {
             "name": "cvs",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "ListContent",
             "preview": null,
             "size": null,
@@ -1920,7 +1920,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "PDFContent",
             "preview": null,
             "size": null,
@@ -1989,7 +1989,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "PDFContent",
             "preview": null,
             "size": null,
@@ -2236,7 +2236,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "PDFContent",
             "preview": null,
             "size": null,
@@ -2305,7 +2305,7 @@
         "inputs": [
           {
             "name": "cv_pdf",
-            "concept": "PDF",
+            "concept": "Document",
             "content_type": "PDFContent",
             "preview": null,
             "size": null,
diff --git a/tests/e2e/test_my_project.py b/tests/e2e/test_my_project.py
index 8838acc..6183b03 100644
--- a/tests/e2e/test_my_project.py
+++ b/tests/e2e/test_my_project.py
@@ -1,8 +1,12 @@
+import runpy
+
 import pytest
 
+import my_project.hello_world
+
 
 @pytest.mark.dry_runnable
 @pytest.mark.inference
 class TestMyProject:
     def test_hello_world(self):
-        import my_project.hello_world  # noqa: F401
+        runpy.run_path(my_project.hello_world.__file__, run_name="__main__")

From 92be946afd2502858429a84657d036f329fa5b32 Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Mon, 19 Jan 2026 11:22:53 +0100
Subject: [PATCH 14/22] Update agent rules. Cleanup config files and test
 pipeline.

---
 .blackboxrules                                | 233 ++++++----
 .cursor/rules/run_pipelex.mdc                 |   6 +-
 .cursor/rules/write_pipelex.mdc               | 149 ++++++-
 .github/copilot-instructions.md               | 233 ++++++----
 .pipelex/inference/backends.toml              | 109 -----
 .pipelex/inference/backends/anthropic.toml    | 100 -----
 .pipelex/inference/backends/azure_openai.toml | 213 ----------
 .pipelex/inference/backends/bedrock.toml      | 120 ------
 .pipelex/inference/backends/blackboxai.toml   | 240 -----------
 .pipelex/inference/backends/fal.toml          | 107 -----
 .pipelex/inference/backends/google.toml       |  94 -----
 .pipelex/inference/backends/groq.toml         | 129 ------
 .pipelex/inference/backends/huggingface.toml  |  43 --
 .pipelex/inference/backends/internal.toml     |  37 --
 .pipelex/inference/backends/mistral.toml      | 164 --------
 .pipelex/inference/backends/ollama.toml       |  63 ---
 .pipelex/inference/backends/openai.toml       | 208 ---------
 .../inference/backends/pipelex_gateway.toml   |  41 --
 .../inference/backends/pipelex_inference.toml | 205 ---------
 .pipelex/inference/backends/portkey.toml      | 263 ------------
 .pipelex/inference/backends/scaleway.toml     |  67 ---
 .pipelex/inference/backends/vertexai.toml     |  54 ---
 .pipelex/inference/backends/xai.toml          |  56 ---
 .pipelex/inference/deck/base_deck.toml        | 202 ---------
 .pipelex/inference/deck/overrides.toml        |  19 -
 .pipelex/inference/routing_profiles.toml      | 173 --------
 .pipelex/pipelex.toml                         | 162 -------
 .pipelex/pipelex_service.toml                 |  19 -
 .pipelex/telemetry.toml                       |  92 ----
 .windsurfrules.md                             | 233 ++++++----
 AGENTS.md                                     | 233 ++++++----
 CLAUDE.md                                     | 233 ++++++----
 crazy/__init__.py                             |   0
 crazy/bundle.plx                              |  42 --
 crazy/bundle_view.html                        | 111 -----
 crazy/bundle_view.svg                         | 397 ------------------
 crazy/inputs.json                             |   1 -
 crazy/run_generate_crazy_image.py             |  19 -
 crazy/structures/__init__.py                  |   0
 .../crazy_image_generation_ImagePrompt.py     |  22 -
 40 files changed, 870 insertions(+), 4022 deletions(-)
 delete mode 100644 .pipelex/inference/backends.toml
 delete mode 100644 .pipelex/inference/backends/anthropic.toml
 delete mode 100644 .pipelex/inference/backends/azure_openai.toml
 delete mode 100644 .pipelex/inference/backends/bedrock.toml
 delete mode 100644 .pipelex/inference/backends/blackboxai.toml
 delete mode 100644 .pipelex/inference/backends/fal.toml
 delete mode 100644 .pipelex/inference/backends/google.toml
 delete mode 100644 .pipelex/inference/backends/groq.toml
 delete mode 100644 .pipelex/inference/backends/huggingface.toml
 delete mode 100644 .pipelex/inference/backends/internal.toml
 delete mode 100644 .pipelex/inference/backends/mistral.toml
 delete mode 100644 .pipelex/inference/backends/ollama.toml
 delete mode 100644 .pipelex/inference/backends/openai.toml
 delete mode 100644 .pipelex/inference/backends/pipelex_gateway.toml
 delete mode 100644 .pipelex/inference/backends/pipelex_inference.toml
 delete mode 100644 .pipelex/inference/backends/portkey.toml
 delete mode 100644 .pipelex/inference/backends/scaleway.toml
 delete mode 100644 .pipelex/inference/backends/vertexai.toml
 delete mode 100644 .pipelex/inference/backends/xai.toml
 delete mode 100644 .pipelex/inference/deck/base_deck.toml
 delete mode 100644 .pipelex/inference/deck/overrides.toml
 delete mode 100644 .pipelex/inference/routing_profiles.toml
 delete mode 100644 .pipelex/pipelex.toml
 delete mode 100644 .pipelex/pipelex_service.toml
 delete mode 100644 .pipelex/telemetry.toml
 delete mode 100644 crazy/__init__.py
 delete mode 100644 crazy/bundle.plx
 delete mode 100644 crazy/bundle_view.html
 delete mode 100644 crazy/bundle_view.svg
 delete mode 100644 crazy/inputs.json
 delete mode 100644 crazy/run_generate_crazy_image.py
 delete mode 100644 crazy/structures/__init__.py
 delete mode 100644 crazy/structures/crazy_image_generation_ImagePrompt.py

diff --git a/.blackboxrules b/.blackboxrules
index 6125caa..af4572e 100644
--- a/.blackboxrules
+++ b/.blackboxrules
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
@@ -1081,82 +1216,4 @@ result_list = pipe_output.main_stuff_as_items(item_type=GanttChart)
 ```
 
 ---
-
-## Rules to choose LLM models used in PipeLLMs.
-
-### LLM Configuration System
-
-In order to use it in a pipe, an LLM is referenced by its llm_handle (alias) and possibly by an llm_preset.
-LLM configurations are managed through the new inference backend system with files located in `.pipelex/inference/`:
-
-- **Model Deck**: `.pipelex/inference/deck/base_deck.toml` and `.pipelex/inference/deck/overrides.toml`
-- **Backends**: `.pipelex/inference/backends.toml` and `.pipelex/inference/backends/*.toml`
-- **Routing**: `.pipelex/inference/routing_profiles.toml`
-
-### LLM Handles
-
-An llm_handle can be either:
-1. **A direct model name** (like "gpt-4o-mini", "claude-3-sonnet") - automatically available for all models loaded by the inference backend system
-2. **An alias** - user-defined shortcuts that map to model names, defined in the `[aliases]` section:
-
-```toml
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-5"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-```
-
-The system first looks for direct model names, then checks aliases if no direct match is found. The system handles model routing through backends automatically.
-
-### Using an LLM Handle in a PipeLLM
-
-Here is an example of using an llm_handle to specify which LLM to use in a PipeLLM:
-
-```plx
-[pipe.hello_world]
-type = "PipeLLM"
-description = "Write text about Hello World."
-output = "Text"
-model = { model = "gpt-5", temperature = 0.9 }
-prompt = """
-Write a haiku about Hello World.
-"""
-```
-
-As you can see, to use the LLM, you must also indicate the temperature (float between 0 and 1) and max_tokens (either an int or the string "auto").
-
-### LLM Presets
-
-Presets are meant to record the choice of an llm with its hyper parameters (temperature and max_tokens) if it's good for a particular task. LLM Presets are skill-oriented.
-
-Examples:
-```toml
-llm_to_engineer = { model = "base-claude", temperature = 1 }
-llm_to_extract_invoice = { model = "claude-4.5-sonnet", temperature = 0.1, max_tokens = "auto" }
-```
-
-The interest is that these presets can be used to set the LLM choice in a PipeLLM, like this:
-
-```plx
-[pipe.extract_invoice]
-type = "PipeLLM"
-description = "Extract invoice information from an invoice text transcript"
-inputs = { invoice_text = "InvoiceText" }
-output = "Invoice"
-model = "llm_to_extract_invoice"
-prompt = """
-Extract invoice information from this invoice:
-
-The category of this invoice is: $invoice_details.category.
-
-@invoice_text
-"""
-```
-
-The setting here `model = "llm_to_extract_invoice"` works because "llm_to_extract_invoice" has been declared as an llm_preset in the deck.
-You must not use an LLM preset in a PipeLLM that does not exist in the deck. If needed, you can add llm presets.
-
-
-You can override the predefined llm presets by setting them in `.pipelex/inference/deck/overrides.toml`.
 <!-- END_PIPELEX_RULES -->
diff --git a/.cursor/rules/run_pipelex.mdc b/.cursor/rules/run_pipelex.mdc
index 8387838..7650051 100644
--- a/.cursor/rules/run_pipelex.mdc
+++ b/.cursor/rules/run_pipelex.mdc
@@ -99,13 +99,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-# Here we have a single input and it's a PDF.
-# Because PDFContent is a native concept, we can use it directly as a value,
+# Here we have a single input and it's a document.
+# Because DocumentContent is a native concept, we can use it directly as a value,
 # the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
diff --git a/.cursor/rules/write_pipelex.mdc b/.cursor/rules/write_pipelex.mdc
index 9f23faf..93422cc 100644
--- a/.cursor/rules/write_pipelex.mdc
+++ b/.cursor/rules/write_pipelex.mdc
@@ -27,10 +27,10 @@ A pipeline file has three main sections:
 
 ### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 ### Concept Definitions
 
@@ -66,7 +66,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ## Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -475,7 +475,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -484,7 +484,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -592,15 +592,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-### Key Parameters
+### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -608,9 +609,143 @@ For more control, you can use a nested `template` section instead of the `templa
 ### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+#### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+#### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+#### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+#### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ## PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
diff --git a/.github/copilot-instructions.md b/.github/copilot-instructions.md
index 6125caa..af4572e 100644
--- a/.github/copilot-instructions.md
+++ b/.github/copilot-instructions.md
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
@@ -1081,82 +1216,4 @@ result_list = pipe_output.main_stuff_as_items(item_type=GanttChart)
 ```
 
 ---
-
-## Rules to choose LLM models used in PipeLLMs.
-
-### LLM Configuration System
-
-In order to use it in a pipe, an LLM is referenced by its llm_handle (alias) and possibly by an llm_preset.
-LLM configurations are managed through the new inference backend system with files located in `.pipelex/inference/`:
-
-- **Model Deck**: `.pipelex/inference/deck/base_deck.toml` and `.pipelex/inference/deck/overrides.toml`
-- **Backends**: `.pipelex/inference/backends.toml` and `.pipelex/inference/backends/*.toml`
-- **Routing**: `.pipelex/inference/routing_profiles.toml`
-
-### LLM Handles
-
-An llm_handle can be either:
-1. **A direct model name** (like "gpt-4o-mini", "claude-3-sonnet") - automatically available for all models loaded by the inference backend system
-2. **An alias** - user-defined shortcuts that map to model names, defined in the `[aliases]` section:
-
-```toml
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-5"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-```
-
-The system first looks for direct model names, then checks aliases if no direct match is found. The system handles model routing through backends automatically.
-
-### Using an LLM Handle in a PipeLLM
-
-Here is an example of using an llm_handle to specify which LLM to use in a PipeLLM:
-
-```plx
-[pipe.hello_world]
-type = "PipeLLM"
-description = "Write text about Hello World."
-output = "Text"
-model = { model = "gpt-5", temperature = 0.9 }
-prompt = """
-Write a haiku about Hello World.
-"""
-```
-
-As you can see, to use the LLM, you must also indicate the temperature (float between 0 and 1) and max_tokens (either an int or the string "auto").
-
-### LLM Presets
-
-Presets are meant to record the choice of an llm with its hyper parameters (temperature and max_tokens) if it's good for a particular task. LLM Presets are skill-oriented.
-
-Examples:
-```toml
-llm_to_engineer = { model = "base-claude", temperature = 1 }
-llm_to_extract_invoice = { model = "claude-4.5-sonnet", temperature = 0.1, max_tokens = "auto" }
-```
-
-The interest is that these presets can be used to set the LLM choice in a PipeLLM, like this:
-
-```plx
-[pipe.extract_invoice]
-type = "PipeLLM"
-description = "Extract invoice information from an invoice text transcript"
-inputs = { invoice_text = "InvoiceText" }
-output = "Invoice"
-model = "llm_to_extract_invoice"
-prompt = """
-Extract invoice information from this invoice:
-
-The category of this invoice is: $invoice_details.category.
-
-@invoice_text
-"""
-```
-
-The setting here `model = "llm_to_extract_invoice"` works because "llm_to_extract_invoice" has been declared as an llm_preset in the deck.
-You must not use an LLM preset in a PipeLLM that does not exist in the deck. If needed, you can add llm presets.
-
-
-You can override the predefined llm presets by setting them in `.pipelex/inference/deck/overrides.toml`.
 <!-- END_PIPELEX_RULES -->
diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
deleted file mode 100644
index 46cbb79..0000000
--- a/.pipelex/inference/backends.toml
+++ /dev/null
@@ -1,109 +0,0 @@
-####################################################################################################
-# Pipelex Inference Backends Configuration
-####################################################################################################
-#
-# This file configures the inference backends available to Pipelex.
-# Each backend connects to a different AI service provider (OpenAI, Anthropic, Google, etc.).
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-####################################################################################################
-
-[pipelex_gateway]
-display_name = "⭐ Pipelex Gateway"
-enabled = true                         # Enable after accepting terms via `pipelex init config`
-api_key = "${PIPELEX_GATEWAY_API_KEY}"
-
-[anthropic]
-enabled = false
-api_key = "${ANTHROPIC_API_KEY}"
-valued_constraints = { max_output_tokens_limit = 8192 }
-
-[azure_openai]
-display_name = "Azure OpenAI"
-enabled = false
-endpoint = "${AZURE_API_BASE}"
-api_key = "${AZURE_API_KEY}"
-api_version = "${AZURE_API_VERSION}"
-
-[bedrock]
-display_name = "Amazon Bedrock"
-enabled = false
-aws_region = "${AWS_REGION}"
-
-[blackboxai]
-display_name = "BlackBox AI"
-enabled = false
-endpoint = "https://api.blackbox.ai/v1"
-api_key = "${BLACKBOX_API_KEY}"
-
-[fal]
-display_name = "FAL"
-enabled = false
-api_key = "${FAL_API_KEY}"
-
-[google]
-display_name = "Google AI"
-enabled = false
-api_key = "${GOOGLE_API_KEY}"
-
-[groq]
-display_name = "Groq"
-enabled = false
-endpoint = "https://api.groq.com/openai/v1"
-api_key = "${GROQ_API_KEY}"
-
-[huggingface]
-display_name = "Hugging Face"
-enabled = false
-api_key = "${HF_TOKEN}"
-
-[mistral]
-display_name = "Mistral AI"
-enabled = false
-api_key = "${MISTRAL_API_KEY}"
-
-[ollama]
-enabled = false
-endpoint = "http://localhost:11434/v1"
-
-[openai]
-display_name = "OpenAI"
-enabled = false
-api_key = "${OPENAI_API_KEY}"
-
-[portkey]
-display_name = "Portkey"
-enabled = false
-endpoint = "https://api.portkey.ai/v1"
-api_key = "${PORTKEY_API_KEY}"
-
-[scaleway]
-display_name = "Scaleway"
-enabled = false
-endpoint = "${SCALEWAY_ENDPOINT}"
-api_key = "${SCALEWAY_API_KEY}"
-
-[vertexai]
-display_name = "Google Vertex AI"
-enabled = false                                            # This is the only one we disable beacuse setting it up requires internet access just to get credentials so it fails in CI sandboxes
-gcp_project_id = "${GCP_PROJECT_ID}"
-gcp_location = "${GCP_LOCATION}"
-gcp_credentials_file_path = "${GCP_CREDENTIALS_FILE_PATH}"
-
-[xai]
-display_name = "xAI"
-enabled = false
-endpoint = "https://api.x.ai/v1"
-api_key = "${XAI_API_KEY}"
-
-[internal] # software-only backend, runs internally, without AI
-enabled = true
-
-# Deprecated
-[pipelex_inference]
-display_name = "🛑 Legacy Pipelex Inference"
-enabled = false
-endpoint = "https://inference.pipelex.com/v1"
-api_key = "${PIPELEX_INFERENCE_API_KEY}"
diff --git a/.pipelex/inference/backends/anthropic.toml b/.pipelex/inference/backends/anthropic.toml
deleted file mode 100644
index 0f04f4d..0000000
--- a/.pipelex/inference/backends/anthropic.toml
+++ /dev/null
@@ -1,100 +0,0 @@
-################################################################################
-# Anthropic Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Anthropic Claude models.
-# It contains model definitions for various Claude language models
-# accessible through the Anthropic API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["claude-3.5-sonnet"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "anthropic"
-prompting_target = "anthropic"
-structure_method = "instructor/anthropic_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- Claude 3 Series ----------------------------------------------------------
-[claude-3-haiku]
-model_id = "claude-3-haiku-20240307"
-max_tokens = 4096
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 0.25, output = 1.25 }
-
-# --- Claude 3.7 Series --------------------------------------------------------
-["claude-3.7-sonnet"]
-model_id = "claude-3-7-sonnet-20250219"
-max_tokens = 8192
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-# --- Claude 4 Series ----------------------------------------------------------
-[claude-4-sonnet]
-model_id = "claude-sonnet-4-20250514"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-[claude-4-opus]
-model_id = "claude-opus-4-20250514"
-max_tokens = 32000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-# --- Claude 4.1 Series --------------------------------------------------------
-["claude-4.1-opus"]
-model_id = "claude-opus-4-1-20250805"
-max_tokens = 32000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-# --- Claude 4.5 Series --------------------------------------------------------
-["claude-4.5-sonnet"]
-model_id = "claude-sonnet-4-5-20250929"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-["claude-4.5-haiku"]
-model_id = "claude-haiku-4-5-20251001"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 1.0, output = 5.0 }
-
-["claude-4.5-opus"]
-model_id = "claude-opus-4-5-20251101"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 5.0, output = 25.0 }
diff --git a/.pipelex/inference/backends/azure_openai.toml b/.pipelex/inference/backends/azure_openai.toml
deleted file mode 100644
index 8a89898..0000000
--- a/.pipelex/inference/backends/azure_openai.toml
+++ /dev/null
@@ -1,213 +0,0 @@
-################################################################################
-# Azure OpenAI Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Azure OpenAI models.
-# It contains model definitions for OpenAI models deployed on Azure
-# accessible through the Azure OpenAI API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "azure_openai_responses"
-prompting_target = "openai"
-structure_method = "instructor/openai_responses_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- GPT-4o Series ------------------------------------------------------------
-[gpt-4o]
-model_id = "gpt-4o-2024-11-20"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.5, output = 10.0 }
-
-[gpt-4o-mini]
-model_id = "gpt-4o-mini-2024-07-18"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.6 }
-
-# --- GPT-4.1 Series -----------------------------------------------------------
-["gpt-4.1"]
-model_id = "gpt-4.1-2025-04-14"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2, output = 8 }
-
-["gpt-4.1-mini"]
-model_id = "gpt-4.1-mini-2025-04-14"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.4, output = 1.6 }
-
-["gpt-4.1-nano"]
-model_id = "gpt-4.1-nano-2025-04-14"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.1, output = 0.4 }
-
-# --- o Series ----------------------------------------------------------------
-[o1-mini]
-model_id = "o1-mini-2024-09-12"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 3.0, output = 12.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[o1]
-model_id = "o1-2024-12-17"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 15.0, output = 60.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[o3-mini]
-model_id = "o3-mini-2025-01-31"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.1, output = 4.4 }
-valued_constraints = { fixed_temperature = 1 }
-
-[o3]
-model_id = "o3-2025-04-16"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 2, output = 8 }
-valued_constraints = { fixed_temperature = 1 }
-
-# --- GPT-5 Series -------------------------------------------------------------
-[gpt-5-mini]
-model_id = "gpt-5-mini-2025-08-07"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.25, output = 2.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[gpt-5-nano]
-model_id = "gpt-5-nano-2025-08-07"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.05, output = 0.4 }
-valued_constraints = { fixed_temperature = 1 }
-
-[gpt-5-chat]
-model_id = "gpt-5-chat-2025-08-07"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[gpt-5]
-model_id = "gpt-5-2025-08-07"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-# --- GPT-5.1 Series -------------------------------------------------------------
-["gpt-5.1"]
-model_id = "gpt-5.1-2025-11-13"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-["gpt-5.1-chat"]
-model_id = "gpt-5.1-chat-2025-11-13"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-["gpt-5.1-codex"]
-model_id = "gpt-5.1-codex-2025-11-13"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-# --- GPT-5.2 Series -------------------------------------------------------------
-["gpt-5.2"]
-model_id = "gpt-5.2-2025-12-11"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.75, output = 14.0 }
-
-["gpt-5.2-chat"]
-model_id = "gpt-5.2-chat-2025-12-11"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-################################################################################
-# IMAGE GENERATION MODELS
-################################################################################
-
-# --- OpenAI Image Generation --------------------------------------------------
-[gpt-image-1]
-sdk = "azure_rest_img_gen"
-model_type = "img_gen"
-model_id = "gpt-image-1-2025-04-15"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 10, output = 40 }
-
-[gpt-image-1.rules]
-prompt = "positive_only"
-num_images = "gpt"
-aspect_ratio = "gpt"
-background = "gpt"
-inference = "gpt"
-safety_checker = "unavailable"
-output_format = "gpt"
-
-[gpt-image-1-mini]
-sdk = "azure_rest_img_gen"
-model_type = "img_gen"
-model_id = "gpt-image-1-mini-2025-10-06"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 2.5, output = 8 }
-
-[gpt-image-1-mini.rules]
-prompt = "positive_only"
-num_images = "gpt"
-aspect_ratio = "gpt"
-background = "gpt"
-inference = "gpt"
-safety_checker = "unavailable"
-output_format = "gpt"
-
-["gpt-image-1.5"]
-sdk = "azure_rest_img_gen"
-model_type = "img_gen"
-model_id = "gpt-image-1.5-2025-12-16"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 8, output = 32 }
-
-["gpt-image-1.5".rules]
-prompt = "positive_only"
-num_images = "gpt"
-aspect_ratio = "gpt"
-background = "gpt"
-inference = "gpt"
-safety_checker = "unavailable"
-output_format = "gpt"
diff --git a/.pipelex/inference/backends/bedrock.toml b/.pipelex/inference/backends/bedrock.toml
deleted file mode 100644
index c4ab176..0000000
--- a/.pipelex/inference/backends/bedrock.toml
+++ /dev/null
@@ -1,120 +0,0 @@
-################################################################################
-# Amazon Bedrock Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Amazon Bedrock models.
-# It contains model definitions for various language models
-# accessible through the Amazon Bedrock service.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["claude-3.5-sonnet"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "bedrock_aioboto3"
-prompting_target = "anthropic"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- Mistral Models -----------------------------------------------------------
-[bedrock-mistral-large]
-model_id = "mistral.mistral-large-2407-v1:0"
-max_tokens = 8192
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 4.0, output = 12.0 }
-
-# --- Meta Llama Models --------------------------------------------------------
-[bedrock-meta-llama-3-3-70b-instruct]
-model_id = "us.meta.llama3-3-70b-instruct-v1:0"
-max_tokens = 8192
-inputs = ["text"]
-outputs = ["text"]
-# TODO: find out the actual cost per million tokens for llama3 on bedrock
-costs = { input = 3.0, output = 15.0 }
-
-# --- Amazon Nova Models -------------------------------------------------------
-[bedrock-nova-pro]
-model_id = "us.amazon.nova-pro-v1:0"
-max_tokens = 5120
-inputs = ["text"]
-outputs = ["text"]
-# TODO: find out the actual cost per million tokens for nova on bedrock
-costs = { input = 3.0, output = 15.0 }
-
-# --- Claude LLMs --------------------------------------------------------------
-["claude-3.7-sonnet"]
-sdk = "bedrock_anthropic"
-model_id = "us.anthropic.claude-3-7-sonnet-20250219-v1:0"
-max_tokens = 8192
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-[claude-4-sonnet]
-sdk = "bedrock_anthropic"
-model_id = "us.anthropic.claude-sonnet-4-20250514-v1:0"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-[claude-4-opus]
-sdk = "bedrock_anthropic"
-model_id = "us.anthropic.claude-opus-4-20250514-v1:0"
-max_tokens = 32000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-["claude-4.1-opus"]
-sdk = "bedrock_anthropic"
-model_id = "us.anthropic.claude-opus-4-1-20250805-v1:0"
-max_tokens = 32000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-["claude-4.5-sonnet"]
-sdk = "bedrock_anthropic"
-model_id = "us.anthropic.claude-sonnet-4-5-20250929-v1:0"
-max_tokens = 8192
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-
-["claude-4.5-haiku"]
-sdk = "bedrock_anthropic"
-model_id = "us.anthropic.claude-haiku-4-5-20251001-v1:0"
-max_tokens = 8192
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 1.0, output = 5.0 }
-
-["claude-4.5-opus"]
-sdk = "bedrock_anthropic"
-model_id = "global.anthropic.claude-opus-4-5-20251101-v1:0"
-max_tokens = 8192
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 5.0, output = 25.0 }
diff --git a/.pipelex/inference/backends/blackboxai.toml b/.pipelex/inference/backends/blackboxai.toml
deleted file mode 100644
index 9ee0433..0000000
--- a/.pipelex/inference/backends/blackboxai.toml
+++ /dev/null
@@ -1,240 +0,0 @@
-################################################################################
-# BlackBoxAI Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for BlackBoxAI models.
-# It contains model definitions for various language models from different providers
-# accessible through the BlackBoxAI API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["gpt-4.5-preview"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai"
-structure_method = "instructor/openai_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- OpenAI Models ------------------------------------------------------------
-[gpt-4o-mini]
-model_id = "blackboxai/openai/gpt-4o-mini"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.60 }
-
-[gpt-4o]
-model_id = "blackboxai/openai/gpt-4o"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.50, output = 10.00 }
-
-[o1-mini]
-model_id = "blackboxai/openai/o1-mini"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.10, output = 4.40 }
-
-[o4-mini]
-model_id = "blackboxai/openai/o4-mini"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.10, output = 4.40 }
-
-# --- Claude LLMs --------------------------------------------------------------
-["claude-3.5-haiku"]
-model_id = "blackboxai/anthropic/claude-3.5-haiku"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.80, output = 4.00 }
-
-["claude-3.5-sonnet"]
-model_id = "blackboxai/anthropic/claude-3.5-sonnet"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 3.00, output = 15.00 }
-
-["claude-3.7-sonnet"]
-model_id = "blackboxai/anthropic/claude-3.7-sonnet"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 3.00, output = 15.00 }
-
-[claude-opus-4]
-model_id = "blackboxai/anthropic/claude-opus-4"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 15.00, output = 75.00 }
-
-[claude-4-sonnet]
-model_id = "blackboxai/anthropic/claude-sonnet-4"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 3.00, output = 15.00 }
-
-["claude-4.5-sonnet"]
-model_id = "blackboxai/anthropic/claude-sonnet-4.5"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.28, output = 1.10 }
-
-# --- Google Models ------------------------------------------------------------
-["gemini-2.5-flash"]
-model_id = "blackboxai/google/gemini-2.5-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.30, output = 2.50 }
-
-["gemini-2.5-pro"]
-model_id = "blackboxai/google/gemini-2.5-pro"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.00 }
-
-["gemini-flash-1.5-8b"]
-model_id = "blackboxai/google/gemini-flash-1.5-8b"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.04, output = 0.15 }
-
-# --- Mistral Models -----------------------------------------------------------
-[mistral-large]
-model_id = "blackboxai/mistralai/mistral-large"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 2.00, output = 6.00 }
-
-[pixtral-large-2411]
-model_id = "blackboxai/mistralai/pixtral-large-2411"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.00, output = 6.00 }
-
-# --- Meta Llama Models --------------------------------------------------------
-["llama-3.3-70b-instruct"]
-model_id = "blackboxai/meta-llama/llama-3.3-70b-instruct"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.04, output = 0.12 }
-
-["llama-3.2-11b-vision-instruct"]
-model_id = "blackboxai/meta-llama/llama-3.2-11b-vision-instruct"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.05, output = 0.05 }
-
-# --- Qwen Models --------------------------------------------------------------
-["qwen-2.5-72b-instruct"]
-model_id = "blackboxai/qwen/qwen-2.5-72b-instruct"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.12, output = 0.39 }
-
-["qwen2.5-vl-72b-instruct"]
-model_id = "blackboxai/qwen/qwen2.5-vl-72b-instruct"
-inputs = ["text", "images"]
-outputs = ["text"]
-costs = { input = 0.25, output = 0.75 }
-
-# --- Amazon Nova Models -------------------------------------------------------
-[nova-micro-v1]
-model_id = "blackboxai/amazon/nova-micro-v1"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.04, output = 0.14 }
-
-[nova-lite-v1]
-model_id = "blackboxai/amazon/nova-lite-v1"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.06, output = 0.24 }
-
-################################################################################
-# FREE MODELS
-################################################################################
-
-# --- DeepSeek Free Models -----------------------------------------------------
-[deepseek-chat]
-model_id = "blackboxai/deepseek/deepseek-chat:free"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.00, output = 0.00 }
-
-[deepseek-r1]
-model_id = "blackboxai/deepseek/deepseek-r1:free"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.00, output = 0.00 }
-
-# --- Meta Llama Free Models ---------------------------------------------------
-["llama-3.3-70b-instruct-free"]
-model_id = "blackboxai/meta-llama/llama-3.3-70b-instruct:free"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.00, output = 0.00 }
-
-
-################################################################################
-# IMAGE GENERATION MODELS
-################################################################################
-
-[flux-pro]
-model_type = "img_gen"
-sdk = "blackboxai_img_gen"
-model_id = "blackboxai/black-forest-labs/flux-pro"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.04 }
-
-["flux-pro/v1.1"]
-model_type = "img_gen"
-sdk = "blackboxai_img_gen"
-model_id = "blackboxai/black-forest-labs/flux-1.1-pro"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.04 }
-
-["flux-pro/v1.1-ultra"]
-model_type = "img_gen"
-sdk = "blackboxai_img_gen"
-model_id = "blackboxai/black-forest-labs/flux-1.1-pro-ultra"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.06 }
-
-[fast-lightning-sdxl]
-model_type = "img_gen"
-sdk = "blackboxai_img_gen"
-model_id = "blackboxai/bytedance/sdxl-lightning-4step"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.0014 }
-
-[nano-banana]
-model_type = "img_gen"
-sdk = "blackboxai_img_gen"
-model_id = "blackboxai/google/nano-banana"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.039 }
-
-[nano-banana-pro]
-model_type = "img_gen"
-sdk = "blackboxai_img_gen"
-model_id = "blackboxai/google/nano-banana-pro"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.039 }
diff --git a/.pipelex/inference/backends/fal.toml b/.pipelex/inference/backends/fal.toml
deleted file mode 100644
index 3433f99..0000000
--- a/.pipelex/inference/backends/fal.toml
+++ /dev/null
@@ -1,107 +0,0 @@
-################################################################################
-# FAL Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for FAL (Fast AI Labs) models.
-# It contains model definitions for various image generation models
-# accessible through the FAL API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["flux-pro/v1.1"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "img_gen"
-sdk = "fal"
-prompting_target = "fal"
-
-################################################################################
-# IMAGE GENERATION MODELS
-################################################################################
-
-# --- Flux Pro Series ----------------------------------------------------------
-[flux-pro]
-model_id = "fal-ai/flux-pro"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.05, output = 0.0 }
-
-[flux-pro.rules]
-prompt = "positive_only"
-num_images = "fal"
-aspect_ratio = "flux"
-inference = "flux"
-safety_checker = "available"
-output_format = "flux_1"
-specific = "fal"
-
-["flux-pro/v1.1"]
-model_id = "fal-ai/flux-pro/v1.1"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.05, output = 0.0 }
-
-["flux-pro/v1.1".rules]
-prompt = "positive_only"
-num_images = "fal"
-aspect_ratio = "flux"
-inference = "flux"
-safety_checker = "available"
-output_format = "flux_1"
-specific = "fal"
-
-["flux-pro/v1.1-ultra"]
-model_id = "fal-ai/flux-pro/v1.1-ultra"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.06, output = 0.0 }
-
-["flux-pro/v1.1-ultra".rules]
-prompt = "positive_only"
-num_images = "fal"
-aspect_ratio = "flux_11_ultra"
-inference = "flux_11_ultra"
-safety_checker = "available"
-output_format = "flux_1"
-specific = "fal"
-
-[flux-2]
-model_id = "fal-ai/flux-2"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.05, output = 0.0 }
-
-[flux-2.rules]
-prompt = "positive_only"
-num_images = "fal"
-aspect_ratio = "flux"
-inference = "flux"
-safety_checker = "available"
-output_format = "flux_2"
-specific = "fal"
-
-# --- SDXL models --------------------------------------------------------------
-[fast-lightning-sdxl]
-model_id = "fal-ai/fast-lightning-sdxl"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0003, output = 0.0 }
-
-[fast-lightning-sdxl.rules]
-prompt = "positive_only"
-num_images = "fal"
-aspect_ratio = "flux"
-inference = "sdxl_lightning"
-safety_checker = "unavailable"
-output_format = "sdxl"
-specific = "fal"
diff --git a/.pipelex/inference/backends/google.toml b/.pipelex/inference/backends/google.toml
deleted file mode 100644
index 36e19c2..0000000
--- a/.pipelex/inference/backends/google.toml
+++ /dev/null
@@ -1,94 +0,0 @@
-################################################################################
-# Google Gemini API Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Google Gemini API models.
-# It contains model definitions for Gemini language models
-# accessible through the Google Gemini API (not VertexAI).
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["gemini-2.0-flash"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "google"
-prompting_target = "gemini"
-structure_method = "instructor/genai_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- Gemini 2.0 Series ----------------------------------------
-["gemini-2.0-flash"]
-model_id = "gemini-2.0-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 0.10, output = 0.40 }
-
-# --- Gemini 2.5 Series ----------------------------------------
-["gemini-2.5-pro"]
-model_id = "gemini-2.5-pro"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 1.25, output = 10.0 }
-
-["gemini-2.5-flash"]
-model_id = "gemini-2.5-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 0.30, output = 2.50 }
-
-["gemini-2.5-flash-lite"]
-model_id = "gemini-2.5-flash-lite"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 0.10, output = 0.40 }
-
-# --- Gemini 3.0 Series ----------------------------------------
-["gemini-3.0-pro"]
-model_id = "gemini-3-pro-preview"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 2, output = 12.0 }
-
-["gemini-3.0-flash-preview"]
-model_id = "gemini-3-flash-preview"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 0.5, output = 3.0 }
-
-################################################################################
-# IMAGE GENERATION MODELS (Nano Banana)
-################################################################################
-
-[nano-banana]
-model_type = "img_gen"
-model_id = "gemini-2.5-flash-image"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.039 }
-
-[nano-banana-pro]
-model_type = "img_gen"
-model_id = "gemini-3-pro-image-preview"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.039 }
diff --git a/.pipelex/inference/backends/groq.toml b/.pipelex/inference/backends/groq.toml
deleted file mode 100644
index 72bdae3..0000000
--- a/.pipelex/inference/backends/groq.toml
+++ /dev/null
@@ -1,129 +0,0 @@
-################################################################################
-# Groq Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Groq models.
-# It contains model definitions for various LLM models accessible through
-# the Groq API, including text-only and vision-capable models.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots or slashes must be quoted (e.g., ["meta-llama/llama-4-scout"])
-# - Model costs are in USD per million tokens (input/output)
-# - Vision models support max 5 images per request, 33MP max resolution
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai"
-structure_method = "instructor/json"
-
-################################################################################
-# PRODUCTION TEXT MODELS
-################################################################################
-
-# --- Meta Llama 3.x Series ----------------------------------------------------
-["llama-3.1-8b-instant"]
-model_id = "llama-3.1-8b-instant"
-max_tokens = 131072
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.05, output = 0.08 }
-
-["llama-3.3-70b-versatile"]
-model_id = "llama-3.3-70b-versatile"
-max_tokens = 32768
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.59, output = 0.79 }
-
-# --- Meta Llama Guard ---------------------------------------------------------
-[llama-guard-4-12b]
-model_id = "meta-llama/llama-guard-4-12b"
-max_tokens = 1024
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.20, output = 0.20 }
-
-# --- OpenAI GPT-OSS Models ----------------------------------------------------
-[gpt-oss-20b]
-model_id = "openai/gpt-oss-20b"
-max_tokens = 65536
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.075, output = 0.30 }
-
-[gpt-oss-120b]
-model_id = "openai/gpt-oss-120b"
-max_tokens = 65536
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.60 }
-
-# --- Groq Compound Systems ----------------------------------------------------
-["groq/compound"]
-model_id = "groq/compound"
-max_tokens = 8192
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.45 }
-
-["groq/compound-mini"]
-model_id = "groq/compound-mini"
-max_tokens = 8192
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.10, output = 0.30 }
-
-################################################################################
-# PREVIEW MODELS
-################################################################################
-
-# --- Meta Llama 4 Vision Models (Preview) -------------------------------------
-[llama-4-scout-17b-16e-instruct]
-model_id = "meta-llama/llama-4-scout-17b-16e-instruct"
-max_tokens = 8192
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 5
-costs = { input = 0.11, output = 0.34 }
-
-[llama-4-maverick-17b-128e-instruct]
-model_id = "meta-llama/llama-4-maverick-17b-128e-instruct"
-max_tokens = 8192
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 5
-costs = { input = 0.20, output = 0.60 }
-
-# --- Moonshot Kimi K2 ---------------------------------------------------------
-[kimi-k2-instruct-0905]
-model_id = "moonshotai/kimi-k2-instruct-0905"
-max_tokens = 16384
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.00, output = 3.00 }
-
-# --- OpenAI Safety Model ------------------------------------------------------
-[gpt-oss-safeguard-20b]
-model_id = "openai/gpt-oss-safeguard-20b"
-max_tokens = 65536
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.075, output = 0.30 }
-
-# --- Qwen 3 -------------------------------------------------------------------
-[qwen3-32b]
-model_id = "qwen/qwen3-32b"
-max_tokens = 40960
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.29, output = 0.59 }
diff --git a/.pipelex/inference/backends/huggingface.toml b/.pipelex/inference/backends/huggingface.toml
deleted file mode 100644
index 1a79638..0000000
--- a/.pipelex/inference/backends/huggingface.toml
+++ /dev/null
@@ -1,43 +0,0 @@
-################################################################################
-# Hugging Face Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Hugging Face models.
-# It contains model definitions for various image generation models
-# accessible through the Hugging Face Inference API with provider="auto".
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots or slashes must be quoted (e.g., ["stabilityai/stable-diffusion-2-1"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "img_gen"
-sdk = "huggingface_img_gen"
-
-################################################################################
-# IMAGE GENERATION MODELS
-################################################################################
-
-# --- Qwen Image Models --------------------------------------------------
-[qwen-image]
-model_id = "Qwen/Qwen-Image"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 0.0, output = 0.0 }
-variant = "fal-ai"
-# variant = "replicate"
-
-[qwen-image.rules]
-prompt = "with_negative"
-aspect_ratio = "qwen_image"
-inference = "qwen_image"
diff --git a/.pipelex/inference/backends/internal.toml b/.pipelex/inference/backends/internal.toml
deleted file mode 100644
index e44b222..0000000
--- a/.pipelex/inference/backends/internal.toml
+++ /dev/null
@@ -1,37 +0,0 @@
-################################################################################
-# Internal Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for internal software-only models.
-# These models run internally without external APIs or AI services.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# TEXT EXTRACTION MODELS
-################################################################################
-
-# --- PyPDFium2 Text Extractor -------------------------------------------------
-[pypdfium2-extract-pdf]
-model_type = "text_extractor"
-sdk = "pypdfium2"
-model_id = "extract-text"
-inputs = ["pdf"]
-outputs = ["pages"]
-costs = {}
-
-# --- Docling Text Extractor ---------------------------------------------------
-[docling-extract-text]
-model_type = "text_extractor"
-sdk = "docling_sdk"
-model_id = "extract-text"
-inputs = ["pdf", "image"]
-outputs = ["pages"]
-costs = {}
diff --git a/.pipelex/inference/backends/mistral.toml b/.pipelex/inference/backends/mistral.toml
deleted file mode 100644
index b695ac7..0000000
--- a/.pipelex/inference/backends/mistral.toml
+++ /dev/null
@@ -1,164 +0,0 @@
-################################################################################
-# Mistral Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Mistral AI models.
-# It contains model definitions for various Mistral language models and specialized models
-# accessible through the Mistral API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["ministral-3b"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "mistral"
-prompting_target = "mistral"
-structure_method = "instructor/mistral_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- Ministral Series ---------------------------------------------------------
-[ministral-3b]
-model_id = "ministral-3b-latest"
-max_tokens = 131072
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.04, output = 0.04 }
-
-[ministral-8b]
-model_id = "ministral-8b-latest"
-max_tokens = 131072
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.1, output = 0.1 }
-
-# --- Mistral 7B Series --------------------------------------------------------
-[mistral-7b-2312]
-model_id = "mistral-large-2402"
-max_tokens = 32768
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.25, output = 0.25 }
-
-# --- Mistral 8x7B Series ------------------------------------------------------
-[mistral-8x7b-2312]
-model_id = "open-mixtral-8x7b"
-max_tokens = 32768
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 0.7, output = 0.7 }
-
-# --- Mistral Codestral Series -------------------------------------------------
-[mistral-codestral-2405]
-model_id = "codestral-2405"
-max_tokens = 262144
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 1.0, output = 3.0 }
-
-# --- Mistral Large Series -----------------------------------------------------
-[mistral-large-2402]
-model_id = "mistral-large-2402"
-max_tokens = 32768
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 4.0, output = 12.0 }
-
-[mistral-large]
-model_id = "mistral-large-latest"
-max_tokens = 131072
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 4.0, output = 12.0 }
-
-# --- Mistral Small Series -----------------------------------------------------
-[mistral-small-2402]
-model_id = "mistral-small-2402"
-max_tokens = 32768
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.0, output = 3.0 }
-
-[mistral-small]
-model_id = "mistral-small-latest"
-max_tokens = 32768
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.0, output = 3.0 }
-
-# --- Pixtral Series -----------------------------------------------------------
-[pixtral-12b]
-model_id = "pixtral-12b-latest"
-max_tokens = 131072
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.15 }
-
-[pixtral-large]
-model_id = "pixtral-large-latest"
-max_tokens = 131072
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.0, output = 6.0 }
-
-# --- Mistral Medium Series ----------------------------------------------------
-[mistral-medium]
-model_id = "mistral-medium-latest"
-max_tokens = 128000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.4, output = 2.0 }
-
-[mistral-medium-2508]
-model_id = "mistral-medium-2508"
-max_tokens = 128000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.4, output = 2.0 }
-
-################################################################################
-# EXTRACTION MODELS
-################################################################################
-
-# TODO: add support to pricing per page
-
-[mistral-ocr-2503]
-model_type = "text_extractor"
-model_id = "mistral-ocr-2503"
-max_tokens = 16384
-inputs = ["pdf", "image"]
-outputs = ["pages"]
-
-[mistral-ocr-2505]
-model_type = "text_extractor"
-model_id = "mistral-ocr-2505"
-max_tokens = 16384
-inputs = ["pdf", "image"]
-outputs = ["pages"]
-
-[mistral-ocr-2512]
-model_type = "text_extractor"
-model_id = "mistral-ocr-2512"
-max_tokens = 16384
-inputs = ["pdf", "image"]
-outputs = ["pages"]
-
-[mistral-ocr]
-model_type = "text_extractor"
-model_id = "mistral-ocr-latest"
-max_tokens = 16384
-inputs = ["pdf", "image"]
-outputs = ["pages"]
diff --git a/.pipelex/inference/backends/ollama.toml b/.pipelex/inference/backends/ollama.toml
deleted file mode 100644
index 397e9ac..0000000
--- a/.pipelex/inference/backends/ollama.toml
+++ /dev/null
@@ -1,63 +0,0 @@
-################################################################################
-# Ollama Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Ollama models.
-# It contains model definitions for local language models
-# accessible through the Ollama API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["mistral-small3.1-24b"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai"
-prompting_target = "anthropic"
-structure_method = "instructor/openai_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- Gemma Models -------------------------------------------------------------
-[gemma3-4b]
-model_id = "gemma3:4b"
-inputs = ["text"]
-outputs = ["text"]
-max_prompt_images = 3000
-costs = { input = 0, output = 0 }
-
-# --- Llama Models -------------------------------------------------------------
-[llama4-scout]
-model_id = "llama4:scout"
-inputs = ["text"]
-outputs = ["text"]
-max_prompt_images = 3000
-costs = { input = 0, output = 0 }
-
-# --- Mistral Models -----------------------------------------------------------
-["mistral-small3.1-24b"]
-model_id = "mistral-small3.1:24b"
-inputs = ["text"]
-outputs = ["text"]
-max_prompt_images = 3000
-costs = { input = 0, output = 0 }
-
-# --- Qwen Models --------------------------------------------------------------
-[qwen3-8b]
-model_id = "qwen3:8b"
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 0, output = 0 }
-# TODO: support <think> tokens
diff --git a/.pipelex/inference/backends/openai.toml b/.pipelex/inference/backends/openai.toml
deleted file mode 100644
index e61d52e..0000000
--- a/.pipelex/inference/backends/openai.toml
+++ /dev/null
@@ -1,208 +0,0 @@
-################################################################################
-# OpenAI Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for OpenAI models.
-# It contains model definitions for various LLM and image generation models
-# accessible through the OpenAI API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai_responses"
-prompting_target = "openai"
-structure_method = "instructor/openai_responses_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- GPT-3.5 Series -----------------------------------------------------------
-["gpt-3.5-turbo"]
-model_id = "gpt-3.5-turbo-1106"
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.5, output = 1.5 }
-
-# --- GPT-4 Series -------------------------------------------------------------
-[gpt-4]
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 30.0, output = 60.0 }
-
-[gpt-4-turbo]
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 10.0, output = 30.0 }
-
-# --- GPT-4o Series ------------------------------------------------------------
-[gpt-4o-2024-11-20]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.5, output = 10.0 }
-
-[gpt-4o]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.5, output = 10.0 }
-
-[gpt-4o-mini-2024-07-18]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.6 }
-
-[gpt-4o-mini]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.6 }
-
-# --- GPT-4.1 Series -----------------------------------------------------------
-["gpt-4.1"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2, output = 8 }
-
-["gpt-4.1-mini"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.4, output = 1.6 }
-
-["gpt-4.1-nano"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.1, output = 0.4 }
-
-# --- o Series ----------------------------------------------------------------
-[o1]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 15.0, output = 60.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[o3-mini]
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.1, output = 4.4 }
-valued_constraints = { fixed_temperature = 1 }
-
-[o3]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 10.0, output = 40.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[o4-mini]
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.1, output = 4.4 }
-valued_constraints = { fixed_temperature = 1 }
-
-# --- GPT-5 Series -------------------------------------------------------------
-[gpt-5]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[gpt-5-mini]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.25, output = 2.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[gpt-5-nano]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.05, output = 0.4 }
-valued_constraints = { fixed_temperature = 1 }
-
-[gpt-5-chat]
-model_id = "gpt-5-chat-latest"
-inputs = ["text", "images"]
-outputs = ["text"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-[gpt-5-codex]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-# --- GPT-5.1 Series -------------------------------------------------------------
-["gpt-5.1"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-
-["gpt-5.1-chat"]
-model_id = "gpt-5.1-chat-latest"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-["gpt-5.1-codex"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-["gpt-5.1-codex-max"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-# --- GPT-5.2 Series -------------------------------------------------------------
-["gpt-5.2"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.75, output = 14.0 }
-
-["gpt-5.2-chat"]
-model_id = "gpt-5.2-chat-latest"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.75, output = 14.0 }
-valued_constraints = { fixed_temperature = 1 }
-
-################################################################################
-# IMAGE GENERATION MODELS
-################################################################################
-
-# --- OpenAI Image Generation --------------------------------------------------
-[gpt-image-1]
-sdk = "openai_img_gen"
-model_type = "img_gen"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 10, output = 40 }
-
-[gpt-image-1-mini]
-sdk = "openai_img_gen"
-model_type = "img_gen"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 2.5, output = 8 }
-
-["gpt-image-1.5"]
-sdk = "openai_img_gen"
-model_type = "img_gen"
-model_id = "gpt-image-1.5"
-inputs = ["text"]
-outputs = ["image"]
-costs = { input = 8, output = 32 }
diff --git a/.pipelex/inference/backends/pipelex_gateway.toml b/.pipelex/inference/backends/pipelex_gateway.toml
deleted file mode 100644
index bca075b..0000000
--- a/.pipelex/inference/backends/pipelex_gateway.toml
+++ /dev/null
@@ -1,41 +0,0 @@
-################################################################################
-# Pipelex Gateway Local Overrides
-################################################################################
-#
-# TELEMETRY NOTICE:
-#
-# Using Pipelex Gateway enables identified telemetry tied to your API key
-# (hashed for security). This is independent from your telemetry.toml settings.
-#
-# We collect only technical data (model names, token counts, latency, error rates).
-# We do NOT collect prompts, completions, pipe codes, or business data.
-#
-# This allows us to monitor service quality, enforce fair usage, and support you.
-#
-################################################################################
-#
-# WARNING: USE AT YOUR OWN RISK!
-#
-# The actual model configuration is fetched remotely from Pipelex servers.
-# Any override in this file may cause unexpected behavior or failures,
-# as the remote configuration may change at any time.
-#
-# If you must override, you may ONLY use these keys per model:
-#   - sdk
-#   - structure_method
-#
-# All other keys will be ignored.
-#
-# If you need custom configurations, consider using your own API keys
-# with direct provider backends (openai, anthropic, etc.) instead.
-#
-# Documentation:
-# https://docs.pipelex.com/home/7-configuration/config-technical/inference-backend-config/
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-# Per-model overrides example:
-# [gpt-4o]
-# sdk = "gateway_completions"
-# structure_method = "instructor/openai_tools"
diff --git a/.pipelex/inference/backends/pipelex_inference.toml b/.pipelex/inference/backends/pipelex_inference.toml
deleted file mode 100644
index 751c570..0000000
--- a/.pipelex/inference/backends/pipelex_inference.toml
+++ /dev/null
@@ -1,205 +0,0 @@
-################################################################################
-# Pipelex Inference Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for the Pipelex Inference backend.
-# It contains model definitions for various LLM and image generation models
-# accessible through the Pipelex unified inference API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai"
-prompting_target = "anthropic"
-structure_method = "instructor/openai_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- OpenAI LLMs --------------------------------------------------------------
-[gpt-4o]
-model_id = "pipelex/gpt-4o"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.75, output = 11.00 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-[gpt-4o-mini]
-model_id = "pipelex/gpt-4o-mini"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.17, output = 0.66 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-["gpt-4.1"]
-model_id = "pipelex/gpt-4.1"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2, output = 8 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-["gpt-4.1-mini"]
-model_id = "pipelex/gpt-4.1-mini"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.4, output = 1.6 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-["gpt-4.1-nano"]
-model_id = "pipelex/gpt-4.1-nano"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.1, output = 0.4 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-[gpt-5-nano]
-model_id = "pipelex/gpt-5-nano"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.05, output = 0.40 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-[gpt-5-mini]
-model_id = "pipelex/gpt-5-mini"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.25, output = 2.00 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-[gpt-5-chat]
-model_id = "pipelex/gpt-5-chat"
-inputs = ["text", "images"]
-outputs = ["text"]
-costs = { input = 1.25, output = 10.00 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-[gpt-5]
-model_id = "pipelex/gpt-5"
-inputs = ["text", "images"]
-outputs = ["text"]
-costs = { input = 1.25, output = 10.00 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-["gpt-5.1"]
-model_id = "pipelex/gpt-5.1"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.00 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-["gpt-5.1-chat"]
-model_id = "pipelex/gpt-5.1-chat"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.00 }
-sdk = "openai_responses"
-structure_method = "instructor/openai_responses_tools"
-
-# --- Claude LLMs --------------------------------------------------------------
-["claude-4-sonnet"]
-model_id = "pipelex/claude-4-sonnet"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 3, output = 15 }
-
-["claude-4.1-opus"]
-model_id = "pipelex/claude-4.1-opus"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 15, output = 75 }
-
-["claude-4.5-sonnet"]
-model_id = "pipelex/claude-4.5-sonnet"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 3, output = 15 }
-
-["claude-4.5-haiku"]
-model_id = "pipelex/claude-4.5-haiku"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1, output = 5 }
-
-["claude-4.5-opus"]
-model_id = "pipelex/claude-4.5-opus"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 5, output = 25 }
-
-# --- Gemini LLMs --------------------------------------------------------------
-["gemini-2.0-flash"]
-model_id = "pipelex/gemini-2.0-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.10, output = 0.40 }
-
-["gemini-2.5-pro"]
-model_id = "pipelex/gemini-2.5-pro"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 1.25, output = 10.0 }
-
-["gemini-2.5-flash"]
-model_id = "pipelex/gemini-2.5-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.30, output = 2.50 }
-
-["gemini-2.5-flash-lite"]
-model_id = "pipelex/gemini-2.5-flash-lite"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.10, output = 0.40 }
-
-["gemini-3.0-pro"]
-model_id = "pipelex/gemini-3.0-pro"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 2, output = 12.0 }
-
-# --- XAI LLMs --------------------------------------------------------------
-
-[grok-3]
-model_id = "grok-3"
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 3, output = 15 }
-
-[grok-3-mini]
-model_id = "grok-3-mini"
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 0.3, output = 0.5 }
-
-################################################################################
-# OCR and IMAGE GENERATION MODELS
-################################################################################
-
-# We are still working in giving you acces to OCR and image generation models
-# and to the best models from Mistral through the Pipelex Inference backend.
diff --git a/.pipelex/inference/backends/portkey.toml b/.pipelex/inference/backends/portkey.toml
deleted file mode 100644
index 75e2574..0000000
--- a/.pipelex/inference/backends/portkey.toml
+++ /dev/null
@@ -1,263 +0,0 @@
-################################################################################
-# Portkey Configuration
-################################################################################
-#
-# This file defines the model specifications for the Portkey backend.
-# It contains model definitions for various AI models.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["gpt-4.1"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "portkey_completions"
-structure_method = "instructor/openai_tools"
-prompting_target = "anthropic"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- OpenAI LLMs --------------------------------------------------------------
-[gpt-4o-mini]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.6 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-[gpt-4o]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2.5, output = 10.0 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-["gpt-4.1-nano"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.1, output = 0.4 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-["gpt-4.1-mini"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.4, output = 1.6 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-["gpt-4.1"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2, output = 8 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-[o1]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 15.0, output = 60.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-[o3-mini]
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 1.1, output = 4.4 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-[o3]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 2, output = 8 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-[o4-mini]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.1, output = 4.4 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-[gpt-5-nano]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.05, output = 0.4 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-[gpt-5-mini]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.25, output = 2.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-[gpt-5]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-["gpt-5.1"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-["gpt-5.1-codex"]
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 1.25, output = 10.0 }
-valued_constraints = { fixed_temperature = 1 }
-sdk = "portkey_responses"
-structure_method = "instructor/openai_responses_tools"
-x-portkey-provider = "@openai"
-
-# --- Claude LLMs --------------------------------------------------------------
-[claude-3-haiku]
-model_id = "claude-3-haiku-20240307"
-max_tokens = 4096
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 0.25, output = 1.25 }
-x-portkey-provider = "@anthropic"
-
-["claude-3.7-sonnet"]
-model_id = "claude-3-7-sonnet-20250219"
-max_tokens = 8192
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-provider = "@anthropic"
-
-[claude-4-sonnet]
-model_id = "claude-sonnet-4-20250514"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-provider = "@anthropic"
-
-[claude-4-opus]
-model_id = "claude-opus-4-20250514"
-max_tokens = 32000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-provider = "@anthropic"
-
-["claude-4.1-opus"]
-model_id = "claude-opus-4-1-20250805"
-max_tokens = 32000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-provider = "@anthropic"
-
-["claude-4.5-sonnet"]
-model_id = "claude-sonnet-4-5-20250929"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 3.0, output = 15.0 }
-x-portkey-provider = "@anthropic"
-
-["claude-4.5-haiku"]
-model_id = "claude-haiku-4-5-20251001"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 1.0, output = 5.0 }
-x-portkey-provider = "@anthropic"
-
-["claude-4.5-opus"]
-model_id = "claude-opus-4-5-20251101"
-max_tokens = 64000
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 100
-costs = { input = 5.0, output = 25.0 }
-x-portkey-provider = "@anthropic"
-
-# --- Gemini LLMs --------------------------------------------------------------
-["gemini-2.0-flash"]
-model_id = "gemini-2.0-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.10, output = 0.40 }
-x-portkey-provider = "@google"
-
-["gemini-2.5-pro"]
-model_id = "gemini-2.5-pro"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 1.25, output = 10.0 }
-x-portkey-provider = "@google"
-
-["gemini-2.5-flash"]
-model_id = "gemini-2.5-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.30, output = 2.50 }
-x-portkey-provider = "@google"
-
-["gemini-2.5-flash-lite"]
-model_id = "gemini-2.5-flash-lite"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-costs = { input = 0.10, output = 0.40 }
-x-portkey-provider = "@google"
-
-["gemini-3.0-pro"]
-model_id = "gemini-3-pro-preview"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 2, output = 12.0 }
-x-portkey-provider = "@google"
diff --git a/.pipelex/inference/backends/scaleway.toml b/.pipelex/inference/backends/scaleway.toml
deleted file mode 100644
index 20fe792..0000000
--- a/.pipelex/inference/backends/scaleway.toml
+++ /dev/null
@@ -1,67 +0,0 @@
-################################################################################
-# Groq Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Scaleway models.
-# It contains model definitions for various LLM models accessible through
-# the Groq API, including text-only and vision-capable models.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots or slashes must be quoted (e.g., ["meta-llama/llama-4-scout"])
-# - Model costs are in USD per million tokens (input/output)
-# - Vision models support max 5 images per request, 33MP max resolution
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai"
-structure_method = "instructor/json"
-
-# --- DeepSeek Models ----------------------------------------------------------
-[deepseek-r1-distill-llama-70b]
-max_tokens = 32768
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.90, output = 0.90 }
-
-# --- Meta Llama 3.x Series ----------------------------------------------------
-["llama-3.1-8b-instruct"]
-max_tokens = 131072
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.2, output = 0.2 }
-
-["llama-3.3-70b-instruct"]
-max_tokens = 32768
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.90, output = 0.90 }
-
-# --- OpenAI GPT-OSS Models ----------------------------------------------------
-[gpt-oss-120b]
-max_tokens = 65536
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.15, output = 0.60 }
-
-# --- Qwen 3 -------------------------------------------------------------------
-[qwen3-235b-a22b-instruct-2507]
-max_tokens = 40960
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.75, output = 2.25 }
-
-[qwen3-coder-30b-a3b-instruct]
-max_tokens = 40960
-inputs = ["text"]
-outputs = ["text", "structured"]
-costs = { input = 0.20, output = 0.80 }
diff --git a/.pipelex/inference/backends/vertexai.toml b/.pipelex/inference/backends/vertexai.toml
deleted file mode 100644
index 1ebab79..0000000
--- a/.pipelex/inference/backends/vertexai.toml
+++ /dev/null
@@ -1,54 +0,0 @@
-################################################################################
-# VertexAI Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for Google VertexAI models.
-# It contains model definitions for Gemini language models
-# accessible through the Google VertexAI API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["gemini-2.0-flash"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai"
-prompting_target = "gemini"
-structure_method = "instructor/vertexai_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- Gemini 2.0 Series --------------------------------------------------------
-["gemini-2.0-flash"]
-model_id = "google/gemini-2.0-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 0.1, output = 0.4 }
-
-# --- Gemini 2.5 Series --------------------------------------------------------
-["gemini-2.5-pro"]
-model_id = "google/gemini-2.5-pro"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 1.25, output = 10.0 }
-
-["gemini-2.5-flash"]
-model_id = "google/gemini-2.5-flash"
-inputs = ["text", "images"]
-outputs = ["text", "structured"]
-max_prompt_images = 3000
-costs = { input = 0.30, output = 2.50 }
diff --git a/.pipelex/inference/backends/xai.toml b/.pipelex/inference/backends/xai.toml
deleted file mode 100644
index 3045344..0000000
--- a/.pipelex/inference/backends/xai.toml
+++ /dev/null
@@ -1,56 +0,0 @@
-################################################################################
-# XAI Backend Configuration
-################################################################################
-#
-# This file defines the model specifications for XAI (formerly Twitter AI) models.
-# It contains model definitions for Grok language models
-# accessible through the XAI API.
-#
-# Configuration structure:
-# - Each model is defined in its own section with the model name as the header
-# - Headers with dots must be quoted (e.g., ["grok-3"])
-# - Model costs are in USD per million tokens (input/output)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-################################################################################
-
-################################################################################
-# MODEL DEFAULTS
-################################################################################
-
-[defaults]
-model_type = "llm"
-sdk = "openai"
-prompting_target = "anthropic"
-structure_method = "instructor/openai_tools"
-
-################################################################################
-# LANGUAGE MODELS
-################################################################################
-
-# --- Grok 3 Series ------------------------------------------------------------
-[grok-3]
-model_id = "grok-3"
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 3, output = 15 }
-
-[grok-3-mini]
-model_id = "grok-3-mini"
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 0.3, output = 0.5 }
-
-[grok-3-fast]
-model_id = "grok-3-fast-latest"
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 5, output = 25 }
-
-[grok-3-mini-fast]
-model_id = "grok-3-mini-fast-latest"
-inputs = ["text"]
-outputs = ["text"]
-costs = { input = 0.15, output = 4 }
diff --git a/.pipelex/inference/deck/base_deck.toml b/.pipelex/inference/deck/base_deck.toml
deleted file mode 100644
index 63ab39e..0000000
--- a/.pipelex/inference/deck/base_deck.toml
+++ /dev/null
@@ -1,202 +0,0 @@
-####################################################################################################
-# Pipelex Model Deck - Base Configuration
-####################################################################################################
-#
-# This file defines model aliases and presets for:
-# - LLMs (language models for text generation and structured output)
-# - Image generation models (for creating images from text prompts)
-# - Document extraction models (OCR and text extraction from PDFs/images)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-####################################################################################################
-
-####################################################################################################
-# Aliases
-####################################################################################################
-
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-4o"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-base-groq = "llama-3.3-70b-versatile"
-base-grok = "grok-4-fast-non-reasoning"
-
-best-gpt = "gpt-5.1"
-best-claude = "claude-4.5-opus"
-best-gemini = "gemini-3.0-pro"
-best-mistral = "mistral-medium"
-
-# Groq-specific aliases
-fast-groq = "llama-3.1-8b-instant"
-vision-groq = "llama-4-scout-17b-16e-instruct"
-
-# Image generation aliases
-base-img-gen = "flux-pro/v1.1"
-best-img-gen = "flux-2"
-fast-img-gen = "fast-lightning-sdxl"
-
-####################################################################################################
-# Waterfalls
-####################################################################################################
-
-[waterfalls]
-
-# --- Waterfalls for LLMs ---------------------------------------------------------------------
-smart_llm = [
-    "claude-4.5-opus",
-    "claude-4.5-sonnet",
-    "gemini-3.0-pro",
-    "gpt-5.1",
-    "claude-4.1-opus",
-    "gemini-2.5-pro",
-    "claude-4-sonnet",
-    "grok-4-fast-non-reasoning",
-]
-smart_llm_with_vision = [
-    "claude-4.5-opus",
-    "claude-4.5-sonnet",
-    "gemini-3.0-pro",
-    "gpt-5.1",
-    "claude-4.1-opus",
-    "gemini-2.5-pro",
-    "claude-4-sonnet",
-    "grok-4-fast-non-reasoning",
-]
-smart_llm_for_structured = [
-    "claude-4.5-opus",
-    "claude-4.5-sonnet",
-    "gemini-3.0-pro",
-    "gpt-5.1",
-    "claude-4.1-opus",
-    "claude-4-sonnet",
-]
-llm_for_creativity = [
-    "claude-4.5-opus",
-    "claude-4.1-opus",
-    "gemini-2.5-pro",
-    "gpt-5.1",
-]
-llm_for_large_codebase = [
-    "gemini-2.5-pro",
-    "claude-4.5-sonnet",
-    "gemini-3.0-pro",
-    "gpt-5.1",
-    "gemini-2.5-flash",
-    "grok-4-fast-non-reasoning",
-]
-cheap_llm = [
-    "gpt-4o-mini",
-    "gemini-2.5-flash-lite",
-    "mistral-small",
-    "claude-3-haiku",
-    "grok-3-mini",
-]
-cheap_llm_for_vision = [
-    "gemini-2.5-flash-lite",
-    "gpt-4o-mini",
-    "claude-3-haiku",
-]
-cheap_llm_for_structured = ["gpt-4o-mini", "mistral-small", "claude-3-haiku"]
-cheap_llm_for_creativity = [
-    "gemini-2.5-flash",
-    "grok-3-mini",
-    "gpt-4o-mini",
-    "claude-4.5-haiku",
-]
-
-# --- Waterfalls for Extracts ---------------------------------------------------------------------
-pdf_text_extractor = [
-    "azure-document-intelligence",
-    "mistral-ocr",
-    "pypdfium2-extract-pdf",
-]
-image_text_extractor = ["mistral-ocr"]
-
-####################################################################################################
-# LLM Presets
-####################################################################################################
-
-[llm.presets]
-
-# LLM Presets — Specific skills -------------------------------------------------------------
-
-# Generation skills
-llm_for_factual_writing = { model = "base-gpt", temperature = 0.1 }
-llm_for_creative_writing = { model = "base-gpt", temperature = 0.9 }
-llm_for_writing_cheap = { model = "gpt-4o-mini", temperature = 0.3 }
-
-# Retrieve and answer questions skills
-llm_to_answer_questions_cheap = { model = "gpt-4o-mini", temperature = 0.3 }
-llm_to_answer_questions = { model = "base-claude", temperature = 0.3 }
-llm_to_retrieve = { model = "base-claude", temperature = 0.1 }
-
-# Engineering skills
-llm_to_engineer = { model = "smart_llm_for_structured", temperature = 0.2 }
-llm_to_code = { model = "base-claude", temperature = 0.1 }
-llm_to_analyze_large_codebase = { model = "base-claude", temperature = 0.1 }
-
-# Vision skills
-llm_for_img_to_text_cheap = { model = "gpt-4o-mini", temperature = 0.1 }
-llm_for_img_to_text = { model = "base-claude", temperature = 0.1 }
-llm_for_diagram_to_text = { model = "best-claude", temperature = 0.3 }
-llm_for_table_to_text = { model = "base-claude", temperature = 0.3 }
-
-# Image generation prompting skills
-llm_to_prompt_img_gen = { model = "base-claude", temperature = 0.2 }
-llm_to_prompt_img_gen_cheap = { model = "gpt-4o-mini", temperature = 0.5 }
-
-# Groq-specific presets (fast inference, low cost)
-llm_groq_fast_text = { model = "fast-groq", temperature = 0.7 }
-llm_groq_balanced = { model = "base-groq", temperature = 0.5 }
-llm_groq_vision = { model = "vision-groq", temperature = 0.3 }
-
-# LLM Presets — For Testing ---------------------------------------------------------------------
-
-llm_for_testing_gen_text = { model = "cheap_llm", temperature = 0.5 }
-llm_for_testing_gen_object = { model = "cheap_llm_for_structured", temperature = 0.1 }
-llm_for_testing_vision = { model = "cheap_llm_for_vision", temperature = 0.5 }
-llm_for_testing_vision_structured = { model = "cheap_llm_for_vision", temperature = 0.5 }
-
-####################################################################################################
-# LLM Choices
-####################################################################################################
-
-[llm.choice_defaults]
-for_text = "cheap_llm"
-for_object = "cheap_llm_for_structured"
-
-####################################################################################################
-# Extract Presets
-####################################################################################################
-
-[extract]
-choice_default = "extract_ocr_from_document"
-
-[extract.presets]
-extract_ocr_from_document = { model = "azure-document-intelligence", max_nb_images = 100, image_min_size = 50 }
-extract_basic_from_pdf = { model = "pypdfium2-extract-pdf", max_nb_images = 100, image_min_size = 50 }
-
-####################################################################################################
-# Image Generation Presets
-####################################################################################################
-
-[img_gen]
-choice_default = "gen_image_basic"
-
-[img_gen.presets]
-
-# General purpose
-gen_image_basic = { model = "base-img-gen", quality = "medium", guidance_scale = 7.5, is_moderated = true, safety_tolerance = 3 }
-gen_image_fast = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 5.0, is_moderated = true, safety_tolerance = 3 }
-gen_image_high_quality = { model = "best-img-gen", quality = "high", guidance_scale = 8.0, is_moderated = true, safety_tolerance = 3 }
-gen_image_openai_low_quality = { model = "gpt-image-1", quality = "low" }
-
-# Specific skills
-img_gen_for_art = { model = "best-img-gen", quality = "high", guidance_scale = 9.0, is_moderated = false, safety_tolerance = 5 }
-img_gen_for_diagram = { model = "base-img-gen", quality = "medium", guidance_scale = 7.0, is_moderated = true, safety_tolerance = 2 }
-img_gen_for_mockup = { model = "base-img-gen", quality = "medium", guidance_scale = 6.5, is_moderated = true, safety_tolerance = 3 }
-img_gen_for_product = { model = "best-img-gen", quality = "high", guidance_scale = 8.5, is_moderated = true, safety_tolerance = 2 }
-img_gen_for_testing = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 4.0, is_moderated = true, safety_tolerance = 4 }
diff --git a/.pipelex/inference/deck/overrides.toml b/.pipelex/inference/deck/overrides.toml
deleted file mode 100644
index 08814db..0000000
--- a/.pipelex/inference/deck/overrides.toml
+++ /dev/null
@@ -1,19 +0,0 @@
-####################################################################################################
-# Pipelex Model Deck - Overrides
-####################################################################################################
-#
-# This file allows you to override the default model choices defined in base_deck.toml.
-# You can customize presets for LLMs, image generation, and document extraction models.
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-####################################################################################################
-
-####################################################################################################
-# LLM Deck overrides
-####################################################################################################
-
-[llm.choice_overrides]
-for_text = "disabled"
-for_object = "disabled"
diff --git a/.pipelex/inference/routing_profiles.toml b/.pipelex/inference/routing_profiles.toml
deleted file mode 100644
index bf40281..0000000
--- a/.pipelex/inference/routing_profiles.toml
+++ /dev/null
@@ -1,173 +0,0 @@
-# Routing profile library - Routes models to their backends
-# =========================================================================================
-# This file controls which backend serves which model.
-# Simply change the 'active' field to switch profiles,
-# or you can add your own custom profiles.
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-# =========================================================================================
-
-# Which profile to use (change this to switch routing)
-active = "pipelex_gateway_first"
-
-# We recommend using the "pipelex_gateway_first" profile to get a head start with all models.
-# To use the Pipelex Gateway backend:
-# 1. Join our Discord community to get your free API key (no credit card required):
-#    Visit https://go.pipelex.com/discord and request your key in the appropriate channel
-# 2. Set the environment variable (or add it to your .env file):
-#    - Linux/macOS: export PIPELEX_GATEWAY_API_KEY="your-api-key"
-#    - Windows CMD: set PIPELEX_GATEWAY_API_KEY=your-api-key
-#    - Windows PowerShell: $env:PIPELEX_GATEWAY_API_KEY="your-api-key"
-# 3. The .pipelex/inference/backends.toml is already configured with api_key = "${PIPELEX_GATEWAY_API_KEY}"
-#    which will get the key from the environment variable.
-
-# =========================================================================================
-# Routing Profiles
-# =========================================================================================
-
-[profiles.pipelex_gateway_first]
-description = "Use Pipelex Gateway backend for all its supported models"
-default = "pipelex_gateway"
-fallback_order = [
-    "pipelex_gateway",
-    "azure_openai",
-    "bedrock",
-    "google",
-    "blackboxai",
-    "mistral",
-    "fal",
-]
-
-[profiles.pipelex_gateway_first.routes]
-# Pattern matching: "model-pattern" = "backend-name"
-
-[profiles.pipelex_gateway_first.optional_routes] # Each optional route is considered only if its backend is available
-"gpt-*" = "pipelex_gateway"
-"gpt-image-1" = "openai"
-"claude-*" = "pipelex_gateway"
-"grok-*" = "pipelex_gateway"
-"gemini-*" = "pipelex_gateway"
-"*-sdxl" = "fal"
-"flux-*" = "fal"
-"mistral-ocr" = "mistral"
-
-[profiles.all_pipelex_gateway]
-description = "Use Pipelex Gateway for all its supported models"
-default = "pipelex_gateway"
-
-[profiles.all_anthropic]
-description = "Use Anthropic backend for all its supported models"
-default = "anthropic"
-
-[profiles.all_azure_openai]
-description = "Use Azure OpenAI backend for all its supported models"
-default = "azure_openai"
-
-[profiles.all_bedrock]
-description = "Use Bedrock backend for all its supported models"
-default = "bedrock"
-
-[profiles.all_blackboxai]
-description = "Use BlackBoxAI backend for all its supported models"
-default = "blackboxai"
-
-[profiles.all_fal]
-description = "Use FAL backend for all its supported models"
-default = "fal"
-
-[profiles.all_google]
-description = "Use Google GenAI backend for all its supported models"
-default = "google"
-
-[profiles.all_groq]
-description = "Use groq backend for all its supported models"
-default = "groq"
-
-[profiles.all_huggingface]
-description = "Use HuggingFace backend for all its supported models"
-default = "huggingface"
-
-[profiles.all_mistral]
-description = "Use Mistral backend for all its supported models"
-default = "mistral"
-
-[profiles.all_ollama]
-description = "Use Ollama backend for all its supported models"
-default = "ollama"
-
-[profiles.all_openai]
-description = "Use OpenAI backend for all its supported models"
-default = "openai"
-
-[profiles.all_portkey]
-description = "Use Portkey backend for all its supported models"
-default = "portkey"
-
-[profiles.all_scaleway]
-description = "Use Scaleway backend for all its supported models"
-default = "scaleway"
-
-[profiles.all_xai]
-description = "Use xAI backend for all its supported models"
-default = "xai"
-
-[profiles.all_internal]
-description = "Use internal backend for all its supported models"
-default = "internal"
-
-# =========================================================================================
-# Custom Profiles
-# =========================================================================================
-# Add your own profiles below following the same pattern:
-#
-# [profiles.your_profile_name]
-# description = "What this profile does"
-# default = "backend-name"  # Where to route models by default
-# [profiles.your_profile_name.routes]
-# "model-pattern" = "backend-name"  # Specific routing rules
-#
-# Pattern matching supports:
-# - Exact names: "gpt-4o-mini"
-# - Wildcards: "claude-*" (matches all models starting with claude-)
-# - Partial wildcards: "*-sonnet" (matches all sonnet variants)
-
-# =========================================================================================
-# Example of a custom routing profile with mostly pattern matching and one specific model
-# =========================================================================================
-[profiles.example_routing_using_patterns]
-description = "Example routing profile using patterns"
-default = "pipelex_gateway"
-
-[profiles.example_routing_using_patterns.routes]
-# Pattern matching: "model-pattern" = "backend-name"
-"gpt-*" = "azure_openai"
-"claude-*" = "bedrock"
-"gemini-*" = "google"
-"grok-*" = "xai"
-"*-sdxl" = "fal"
-"flux-*" = "fal"
-"gpt-image-1" = "openai"
-
-# =========================================================================================
-# Example of a custom routing profile with specific model matching
-# =========================================================================================
-
-[profiles.example_routing_using_specific_models]
-description = "Example routing profile using specific models"
-
-[profiles.example_routing_using_specific_models.routes]
-"gpt-5-nano" = "pipelex_gateway"
-"gpt-4o-mini" = "blackboxai"
-"gpt-5-mini" = "openai"
-"gpt-5-chat" = "azure_openai"
-
-"claude-4-sonnet" = "pipelex_gateway"
-"claude-3.7-sonnet" = "blackboxai"
-
-"gemini-2.5-flash-lite" = "pipelex_gateway"
-"gemini-2.5-flash" = "blackboxai"
-"gemini-2.5-pro" = "vertexai"
-
-"grok-3" = "pipelex_gateway"
-"grok-3-mini" = "xai"
diff --git a/.pipelex/pipelex.toml b/.pipelex/pipelex.toml
deleted file mode 100644
index 4a2ea38..0000000
--- a/.pipelex/pipelex.toml
+++ /dev/null
@@ -1,162 +0,0 @@
-####################################################################################################
-# Pipelex Configuration File
-####################################################################################################
-#
-# This configuration file is copied to client projects' .pipelex/ directory when running:
-#   `pipelex init config`
-#
-# Purpose:
-# - This file allows to override Pipelex's default settings for specific projects
-# - Feel free to modify any settings below to suit your needs
-# - You can add any configuration sections that exist in the main pipelex.toml
-#
-# Finding Available Settings:
-# - See the full default configuration in: pipelex/pipelex.toml (in the Pipelex package)
-# - See the configuration structure classes in: pipelex/config.py and pipelex/cogt/config_cogt.py
-#
-# Common customizations are proposed below, such as:
-# - Logging levels and behavior
-# - Excluded directories for scanning
-# - LLM prompt dumping for debugging
-# - Feature flags for tracking and reporting
-# - Observer and reporting output directories
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-####################################################################################################
-
-[pipelex.pipeline_execution_config]
-# Uncomment to disable conversion of data URLs to pipelex-storage:// URIs
-# is_normalize_data_urls_to_storage = false
-
-[pipelex.pipeline_execution_config.graph_config.data_inclusion]
-# Uncomment to include stuff data in graph outputs:
-stuff_json_content = true
-stuff_text_content = true
-stuff_html_content = true
-error_stack_traces = true
-
-[pipelex.pipeline_execution_config.graph_config.graphs_inclusion]
-# Uncomment to customize which graph outputs are generated (all enabled by default):
-# graphspec_json = false
-# mermaidflow_mmd = false
-# mermaidflow_html = false
-# reactflow_viewspec = false
-# reactflow_html = false
-
-[pipelex.pipeline_execution_config.graph_config.reactflow_config]
-# Uncomment to customize ReactFlow graph rendering:
-# edge_type = "bezier"    # Options: "bezier", "smoothstep", "step", "straight"
-# nodesep = 50            # Horizontal spacing between nodes
-# ranksep = 80            # Vertical spacing between ranks/levels
-# initial_zoom = 1.0      # Initial zoom level (1.0 = 100%)
-# pan_to_top = true       # Pan to show top of graph on load
-
-[pipelex.storage_config]
-# Storage method: "local" (default), "in_memory", "s3", or "gcp"
-# method = "local"
-
-# Whether to fetch remote HTTP URLs and store them locally
-# is_fetch_remote_content_enabled = true
-
-# --- Local Storage Configuration ---
-# Uncomment to customize local storage settings:
-[pipelex.storage_config.local]
-# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
-# local_storage_path = ".pipelex/storage"
-
-# --- AWS S3 Storage Configuration ---
-# Uncomment to use S3 storage (requires boto3: `pip install pipelex[s3]`):
-[pipelex.storage_config.s3]
-# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
-# bucket_name = "your-bucket-name"
-# region = "us-east-1"
-# signed_urls_lifespan_seconds = 3600  # Set to "disabled" for public URLs
-
-# --- Google Cloud Storage Configuration ---
-# Uncomment to use GCP storage (requires google-cloud-storage: `pip install pipelex[gcp-storage]`):
-[pipelex.storage_config.gcp]
-# uri_format = "{primary_id}/{secondary_id}/{hash}.{extension}"
-# bucket_name = "your-bucket-name"
-# project_id = "your-project-id"
-# signed_urls_lifespan_seconds = 3600  # Set to "disabled" for public URLs
-
-[pipelex.scan_config]
-# Uncomment to customize the excluded directories for scanning
-# excluded_dirs = [
-#     ".venv",
-#     "venv",
-#     "env",
-#     ".env",
-#     "virtualenv",
-#     ".virtualenv",
-#     ".git",
-#     "__pycache__",
-#     ".pytest_cache",
-#     ".mypy_cache",
-#     ".ruff_cache",
-#     "node_modules",
-#     "results",
-# ]
-
-[pipelex.builder_config]
-# Uncomment to change where the generated pipelines are saved:
-# default_output_dir = "."
-# default_bundle_file_name = "bundle"
-# default_directory_base_name = "pipeline"
-
-[pipelex.log_config]
-# Uncomment to change the default log level:
-# default_log_level = "INFO"
-
-# Uncomment to log to stderr instead of stdout
-# console_log_target = "stderr"
-# console_print_target = "stderr"
-
-[pipelex.log_config.package_log_levels]
-# Uncomment to change the log level for specific packages:
-# pipelex = "INFO"
-
-[pipelex.observer_config]
-# Uncomment to change the directory where the observer will save its results:
-# observer_dir = "results/observer"
-
-[pipelex.feature_config]
-# WIP/Experimental feature flags:
-# is_pipeline_tracking_enabled = false
-# is_reporting_enabled = true
-
-[pipelex.reporting_config]
-# Uncomment to customize the reporting configuration:
-# is_log_costs_to_console = false
-# is_generate_cost_report_file_enabled = false
-# cost_report_dir_path = "reports"
-# cost_report_base_name = "cost_report"
-# cost_report_extension = "csv"
-# cost_report_unit_scale = 1.0
-
-[cogt]
-[cogt.model_deck_config]
-# Uncomment to disable model fallback: it will raise errors instead of using secondary model options:
-# is_model_fallback_enabled = false
-# Uncomment to change the reaction to missing presets: "raise" (default), "log" or "none"
-# missing_presets_reaction = "raise"
-
-[cogt.tenacity_config]
-# Uncomment to change those values as needed:
-# max_retries = 50      # Maximum number of retry attempts before giving up
-# wait_multiplier = 0.2 # Multiplier applied to the wait time between retries (in seconds)
-# wait_max = 20         # Maximum wait time between retries (in seconds)
-# wait_exp_base = 1.3   # Base for exponential backoff calculation
-
-[cogt.llm_config]
-# Uncomment any of these to enable dumping the inputs or outputs of text-generation with an LLM:
-# is_dump_text_prompts_enabled = true
-# is_dump_response_text_enabled = true
-
-[cogt.llm_config.instructor_config]
-# Uncomment any of these to enable dumping the kwargs, response or errors when generating structured content:
-# is_dump_kwargs_enabled = true
-# is_dump_response_enabled = true
-# is_dump_error_enabled = true
diff --git a/.pipelex/pipelex_service.toml b/.pipelex/pipelex_service.toml
deleted file mode 100644
index afe39a2..0000000
--- a/.pipelex/pipelex_service.toml
+++ /dev/null
@@ -1,19 +0,0 @@
-####################################################################################################
-# Pipelex Service Configuration
-####################################################################################################
-#
-# This file stores settings related to Pipelex managed services.
-# Currently used for Pipelex Gateway terms acceptance.
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-####################################################################################################
-
-[agreement]
-# Set to true after accepting Pipelex terms of service.
-terms_accepted = true
-
-# Note: when using pipelex_gateway, telemetry is enabled to monitor service usage.
-# We collect technical data (model, pipe type...) and quantitative data (token counts...)
-# but NOT your content, pipe codes, or output class names.
diff --git a/.pipelex/telemetry.toml b/.pipelex/telemetry.toml
deleted file mode 100644
index eb2c537..0000000
--- a/.pipelex/telemetry.toml
+++ /dev/null
@@ -1,92 +0,0 @@
-####################################################################################################
-# Custom Telemetry Configuration
-####################################################################################################
-#
-# This file controls YOUR custom telemetry settings for observability and analytics.
-# Configure your own PostHog, Langfuse, or OTLP-compatible backends here.
-#
-# NOTE: When using Pipelex Gateway, identified telemetry is automatically enabled
-# (tied to your Gateway API key, hashed for security). This allows us to monitor
-# service quality, enforce fair usage, and provide you with better support.
-# Gateway telemetry operates independently from your settings below - you can have both!
-#
-# To disable all telemetry, set the DO_NOT_TRACK=1 environment variable.
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-####################################################################################################
-
-# ──────────────────────────────────────────────────────────────────────────────
-# PostHog Configuration (Event tracking + AI span tracing)
-# ──────────────────────────────────────────────────────────────────────────────
-
-[custom_posthog]
-mode = "off" # Values: "off" | "anonymous" | "identified"
-# user_id = "your_user_id"                                  # Required when mode = "identified"
-endpoint = "${POSTHOG_ENDPOINT}" # Default: https://us.i.posthog.com (or https://eu.i.posthog.com for EU)
-api_key = "${POSTHOG_API_KEY}" # Get from PostHog Project Settings
-geoip = true # Enable GeoIP lookup
-debug = false # Enable PostHog debug mode
-redact_properties = [
-    "prompt",
-    "system_prompt",
-    "response",
-    "file_path",
-    "url",
-] # Event properties to redact
-
-# AI span tracing to YOUR PostHog (does NOT affect Langfuse/OTLP - they receive full data)
-[custom_posthog.tracing]
-enabled = false # Send AI spans to your PostHog
-
-# Privacy controls for data sent to YOUR PostHog only
-[custom_posthog.tracing.capture]
-content = false # Capture prompt/completion content
-# content_max_length = 1000                                 # Max length for captured content (omit for unlimited)
-pipe_codes = false         # Include pipe codes in span names/attributes
-output_class_names = false # Include output class names in span names/attributes
-
-# ──────────────────────────────────────────────────────────────────────────────
-# Portkey SDK Configuration
-# ──────────────────────────────────────────────────────────────────────────────
-
-[custom_portkey]
-force_debug_enabled = false
-force_tracing_enabled = false
-
-# ──────────────────────────────────────────────────────────────────────────────
-# Langfuse Integration
-# Note: Langfuse receives FULL span data (no redaction)
-# ──────────────────────────────────────────────────────────────────────────────
-
-[langfuse]
-enabled = false
-# endpoint = "https://cloud.langfuse.com"                    # Override for self-hosted Langfuse
-# public_key = "${LANGFUSE_PUBLIC_KEY}"                      # Langfuse public key
-# secret_key = "${LANGFUSE_SECRET_KEY}"                      # Langfuse secret key
-
-# ──────────────────────────────────────────────────────────────────────────────
-# Additional OTLP Exporters (array for multiple)
-# Note: OTLP exporters receive FULL span data (no redaction)
-# ──────────────────────────────────────────────────────────────────────────────
-
-# [[otlp]]
-# name = "my-collector"                                     # Identifier for logging
-# endpoint = "https://..."                                  # OTLP endpoint URL
-# headers = { Authorization = "Bearer ${OTLP_AUTH_TOKEN}" } # Headers for OTLP export
-
-# ──────────────────────────────────────────────────────────────────────────────
-# Custom Telemetry Allowed Modes
-# Controls which integration modes can use custom telemetry settings above.
-# ──────────────────────────────────────────────────────────────────────────────
-
-[telemetry_allowed_modes]
-ci = false     # CI environments don't use custom telemetry
-cli = true     # CLI usage allows custom telemetry
-docker = true  # Docker deployments allow custom telemetry
-fastapi = true # FastAPI integrations allow custom telemetry
-mcp = true     # MCP integrations allow custom telemetry
-n8n = true     # n8n integrations allow custom telemetry
-pytest = false # Tests don't use custom telemetry
-python = false # Direct Python SDK usage doesn't use custom telemetry by default
diff --git a/.windsurfrules.md b/.windsurfrules.md
index 6125caa..af4572e 100644
--- a/.windsurfrules.md
+++ b/.windsurfrules.md
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
@@ -1081,82 +1216,4 @@ result_list = pipe_output.main_stuff_as_items(item_type=GanttChart)
 ```
 
 ---
-
-## Rules to choose LLM models used in PipeLLMs.
-
-### LLM Configuration System
-
-In order to use it in a pipe, an LLM is referenced by its llm_handle (alias) and possibly by an llm_preset.
-LLM configurations are managed through the new inference backend system with files located in `.pipelex/inference/`:
-
-- **Model Deck**: `.pipelex/inference/deck/base_deck.toml` and `.pipelex/inference/deck/overrides.toml`
-- **Backends**: `.pipelex/inference/backends.toml` and `.pipelex/inference/backends/*.toml`
-- **Routing**: `.pipelex/inference/routing_profiles.toml`
-
-### LLM Handles
-
-An llm_handle can be either:
-1. **A direct model name** (like "gpt-4o-mini", "claude-3-sonnet") - automatically available for all models loaded by the inference backend system
-2. **An alias** - user-defined shortcuts that map to model names, defined in the `[aliases]` section:
-
-```toml
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-5"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-```
-
-The system first looks for direct model names, then checks aliases if no direct match is found. The system handles model routing through backends automatically.
-
-### Using an LLM Handle in a PipeLLM
-
-Here is an example of using an llm_handle to specify which LLM to use in a PipeLLM:
-
-```plx
-[pipe.hello_world]
-type = "PipeLLM"
-description = "Write text about Hello World."
-output = "Text"
-model = { model = "gpt-5", temperature = 0.9 }
-prompt = """
-Write a haiku about Hello World.
-"""
-```
-
-As you can see, to use the LLM, you must also indicate the temperature (float between 0 and 1) and max_tokens (either an int or the string "auto").
-
-### LLM Presets
-
-Presets are meant to record the choice of an llm with its hyper parameters (temperature and max_tokens) if it's good for a particular task. LLM Presets are skill-oriented.
-
-Examples:
-```toml
-llm_to_engineer = { model = "base-claude", temperature = 1 }
-llm_to_extract_invoice = { model = "claude-4.5-sonnet", temperature = 0.1, max_tokens = "auto" }
-```
-
-The interest is that these presets can be used to set the LLM choice in a PipeLLM, like this:
-
-```plx
-[pipe.extract_invoice]
-type = "PipeLLM"
-description = "Extract invoice information from an invoice text transcript"
-inputs = { invoice_text = "InvoiceText" }
-output = "Invoice"
-model = "llm_to_extract_invoice"
-prompt = """
-Extract invoice information from this invoice:
-
-The category of this invoice is: $invoice_details.category.
-
-@invoice_text
-"""
-```
-
-The setting here `model = "llm_to_extract_invoice"` works because "llm_to_extract_invoice" has been declared as an llm_preset in the deck.
-You must not use an LLM preset in a PipeLLM that does not exist in the deck. If needed, you can add llm presets.
-
-
-You can override the predefined llm presets by setting them in `.pipelex/inference/deck/overrides.toml`.
 <!-- END_PIPELEX_RULES -->
diff --git a/AGENTS.md b/AGENTS.md
index 6125caa..af4572e 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
@@ -1081,82 +1216,4 @@ result_list = pipe_output.main_stuff_as_items(item_type=GanttChart)
 ```
 
 ---
-
-## Rules to choose LLM models used in PipeLLMs.
-
-### LLM Configuration System
-
-In order to use it in a pipe, an LLM is referenced by its llm_handle (alias) and possibly by an llm_preset.
-LLM configurations are managed through the new inference backend system with files located in `.pipelex/inference/`:
-
-- **Model Deck**: `.pipelex/inference/deck/base_deck.toml` and `.pipelex/inference/deck/overrides.toml`
-- **Backends**: `.pipelex/inference/backends.toml` and `.pipelex/inference/backends/*.toml`
-- **Routing**: `.pipelex/inference/routing_profiles.toml`
-
-### LLM Handles
-
-An llm_handle can be either:
-1. **A direct model name** (like "gpt-4o-mini", "claude-3-sonnet") - automatically available for all models loaded by the inference backend system
-2. **An alias** - user-defined shortcuts that map to model names, defined in the `[aliases]` section:
-
-```toml
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-5"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-```
-
-The system first looks for direct model names, then checks aliases if no direct match is found. The system handles model routing through backends automatically.
-
-### Using an LLM Handle in a PipeLLM
-
-Here is an example of using an llm_handle to specify which LLM to use in a PipeLLM:
-
-```plx
-[pipe.hello_world]
-type = "PipeLLM"
-description = "Write text about Hello World."
-output = "Text"
-model = { model = "gpt-5", temperature = 0.9 }
-prompt = """
-Write a haiku about Hello World.
-"""
-```
-
-As you can see, to use the LLM, you must also indicate the temperature (float between 0 and 1) and max_tokens (either an int or the string "auto").
-
-### LLM Presets
-
-Presets are meant to record the choice of an llm with its hyper parameters (temperature and max_tokens) if it's good for a particular task. LLM Presets are skill-oriented.
-
-Examples:
-```toml
-llm_to_engineer = { model = "base-claude", temperature = 1 }
-llm_to_extract_invoice = { model = "claude-4.5-sonnet", temperature = 0.1, max_tokens = "auto" }
-```
-
-The interest is that these presets can be used to set the LLM choice in a PipeLLM, like this:
-
-```plx
-[pipe.extract_invoice]
-type = "PipeLLM"
-description = "Extract invoice information from an invoice text transcript"
-inputs = { invoice_text = "InvoiceText" }
-output = "Invoice"
-model = "llm_to_extract_invoice"
-prompt = """
-Extract invoice information from this invoice:
-
-The category of this invoice is: $invoice_details.category.
-
-@invoice_text
-"""
-```
-
-The setting here `model = "llm_to_extract_invoice"` works because "llm_to_extract_invoice" has been declared as an llm_preset in the deck.
-You must not use an LLM preset in a PipeLLM that does not exist in the deck. If needed, you can add llm presets.
-
-
-You can override the predefined llm presets by setting them in `.pipelex/inference/deck/overrides.toml`.
 <!-- END_PIPELEX_RULES -->
diff --git a/CLAUDE.md b/CLAUDE.md
index 6125caa..af4572e 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -23,10 +23,10 @@ A pipeline file has three main sections:
 
 #### Domain Statement
 ```plx
-domain = "domain_name"
+domain = "domain_code"
 description = "Description of the domain" # Optional
 ```
-Note: The domain name usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
+Note: The domain code usually matches the plx filename for single-file domains. For multi-file domains, use the subdirectory name.
 
 #### Concept Definitions
 
@@ -62,7 +62,7 @@ For details on how to structure concepts with fields, see the "Structuring Model
 ### Pipe Base Definition
 
 ```plx
-[pipe.your_pipe_name]
+[pipe.your_pipe_code]
 type = "PipeLLM"
 description = "A description of what your pipe does"
 inputs = { input_1 = "ConceptName1", input_2 = "ConceptName2" }
@@ -471,7 +471,7 @@ The PipeExtract operator is used to extract text and images from an image or a P
 [pipe.extract_info]
 type = "PipeExtract"
 description = "extract the information"
-inputs = { document = "PDF" } # or { image = "Image" } if it's an image. This is the only input.
+inputs = { document = "Document" } # or { image = "Image" } if it's an image. This is the only input.
 output = "Page"
 ```
 
@@ -480,7 +480,7 @@ Using Extract Model Settings:
 [pipe.extract_with_model]
 type = "PipeExtract"
 description = "Extract with specific model"
-inputs = { document = "PDF" }
+inputs = { document = "Document" }
 output = "Page"
 model = "base_extract_mistral"  # Use predefined extract preset or model alias
 ```
@@ -588,15 +588,16 @@ $sales_rep.phone | $sales_rep.email
 """
 ```
 
-#### Key Parameters
+#### Key Parameters (Template Mode)
 
-- `template`: Inline template string (mutually exclusive with template_name)
+- `template`: Inline template string (mutually exclusive with template_name and construct)
 - `template_name`: Name of a predefined template (mutually exclusive with template)
 - `template_category`: Template type ("llm_prompt", "html", "markdown", "mermaid", etc.)
 - `templating_style`: Styling options for template rendering
 - `extra_context`: Additional context variables for template
 
 For more control, you can use a nested `template` section instead of the `template` field:
+
 - `template.template`: The template string
 - `template.category`: Template type
 - `template.templating_style`: Styling options
@@ -604,9 +605,143 @@ For more control, you can use a nested `template` section instead of the `templa
 #### Template Variables
 
 Use the same variable insertion rules as PipeLLM:
+
 - `@variable` for block insertion (multi-line content)
 - `$variable` for inline insertion (short text)
 
+#### Construct Mode (for StructuredContent Output)
+
+PipeCompose can also generate `StructuredContent` objects using the `construct` section. This mode composes field values from fixed values, variable references, templates, or nested structures.
+
+**When to use construct mode:**
+
+- You need to output a structured object (not just Text)
+- You want to deterministically compose fields from existing data
+- No LLM is needed - just data composition and templating
+
+##### Basic Construct Usage
+
+```plx
+[concept.SalesSummary]
+description = "A structured sales summary"
+
+[concept.SalesSummary.structure]
+report_title = { type = "text", description = "Title of the report" }
+customer_name = { type = "text", description = "Customer name" }
+deal_value = { type = "number", description = "Deal value" }
+summary_text = { type = "text", description = "Generated summary text" }
+
+[pipe.compose_summary]
+type = "PipeCompose"
+description = "Compose a sales summary from deal data"
+inputs = { deal = "Deal" }
+output = "SalesSummary"
+
+[pipe.compose_summary.construct]
+report_title = "Monthly Sales Report"
+customer_name = { from = "deal.customer_name" }
+deal_value = { from = "deal.amount" }
+summary_text = { template = "Deal worth $deal.amount with $deal.customer_name" }
+```
+
+##### Field Composition Methods
+
+There are four ways to define field values in a construct:
+
+**1. Fixed Value (literal)**
+
+Use a literal value directly:
+
+```plx
+[pipe.compose_report.construct]
+report_title = "Annual Report"
+report_year = 2024
+is_draft = false
+```
+
+**2. Variable Reference (`from`)**
+
+Get a value from working memory using a dotted path:
+
+```plx
+[pipe.compose_report.construct]
+customer_name = { from = "deal.customer_name" }
+total_amount = { from = "order.total" }
+street_address = { from = "customer.address.street" }
+```
+
+**3. Template (`template`)**
+
+Render a Jinja2 template with variable substitution:
+
+```plx
+[pipe.compose_report.construct]
+invoice_number = { template = "INV-$order.id" }
+summary = { template = "Deal worth $deal.amount with $deal.customer_name on {{ current_date }}" }
+```
+
+**4. Nested Construct**
+
+For nested structures, use a TOML subsection:
+
+```plx
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Complete Construct Example
+
+```plx
+domain = "invoicing"
+
+[concept.Address]
+description = "A postal address"
+
+[concept.Address.structure]
+street = { type = "text", description = "Street address" }
+city = { type = "text", description = "City name" }
+country = { type = "text", description = "Country name" }
+
+[concept.Invoice]
+description = "An invoice document"
+
+[concept.Invoice.structure]
+invoice_number = { type = "text", description = "Invoice number" }
+total = { type = "number", description = "Total amount" }
+
+[pipe.compose_invoice]
+type = "PipeCompose"
+description = "Compose an invoice from order and customer data"
+inputs = { order = "Order", customer = "Customer" }
+output = "Invoice"
+
+[pipe.compose_invoice.construct]
+invoice_number = { template = "INV-$order.id" }
+total = { from = "order.total_amount" }
+
+[pipe.compose_invoice.construct.billing_address]
+street = { from = "customer.address.street" }
+city = { from = "customer.address.city" }
+country = "France"
+```
+
+##### Key Parameters (Construct Mode)
+
+- `construct`: Dictionary mapping field names to their composition rules
+- Each field can be:
+  - A literal value (string, number, boolean)
+  - A dict with `from` key for variable reference
+  - A dict with `template` key for template rendering
+  - A nested dict for nested structures
+
+**Note:** You must use either `template` or `construct`, not both. They are mutually exclusive.
+
 ### PipeImgGen operator
 
 The PipeImgGen operator is used to generate images using AI image generation models.
@@ -952,13 +1087,13 @@ So here are a few concrete examples of calls to execute_pipeline with various wa
         },
     )
 
-## Here we have a single input and it's a PDF.
-## Because PDFContent is a native concept, we can use it directly as a value,
+## Here we have a single input and it's a document.
+## Because DocumentContent is a native concept, we can use it directly as a value,
 ## the system knows what content it corresponds to:
     pipe_output = await execute_pipeline(
         pipe_code="power_extractor_dpe",
         inputs={
-            "document": PDFContent(url=pdf_url),
+            "document": DocumentContent(url=pdf_url),
         },
     )
 
@@ -1081,82 +1216,4 @@ result_list = pipe_output.main_stuff_as_items(item_type=GanttChart)
 ```
 
 ---
-
-## Rules to choose LLM models used in PipeLLMs.
-
-### LLM Configuration System
-
-In order to use it in a pipe, an LLM is referenced by its llm_handle (alias) and possibly by an llm_preset.
-LLM configurations are managed through the new inference backend system with files located in `.pipelex/inference/`:
-
-- **Model Deck**: `.pipelex/inference/deck/base_deck.toml` and `.pipelex/inference/deck/overrides.toml`
-- **Backends**: `.pipelex/inference/backends.toml` and `.pipelex/inference/backends/*.toml`
-- **Routing**: `.pipelex/inference/routing_profiles.toml`
-
-### LLM Handles
-
-An llm_handle can be either:
-1. **A direct model name** (like "gpt-4o-mini", "claude-3-sonnet") - automatically available for all models loaded by the inference backend system
-2. **An alias** - user-defined shortcuts that map to model names, defined in the `[aliases]` section:
-
-```toml
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-5"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-```
-
-The system first looks for direct model names, then checks aliases if no direct match is found. The system handles model routing through backends automatically.
-
-### Using an LLM Handle in a PipeLLM
-
-Here is an example of using an llm_handle to specify which LLM to use in a PipeLLM:
-
-```plx
-[pipe.hello_world]
-type = "PipeLLM"
-description = "Write text about Hello World."
-output = "Text"
-model = { model = "gpt-5", temperature = 0.9 }
-prompt = """
-Write a haiku about Hello World.
-"""
-```
-
-As you can see, to use the LLM, you must also indicate the temperature (float between 0 and 1) and max_tokens (either an int or the string "auto").
-
-### LLM Presets
-
-Presets are meant to record the choice of an llm with its hyper parameters (temperature and max_tokens) if it's good for a particular task. LLM Presets are skill-oriented.
-
-Examples:
-```toml
-llm_to_engineer = { model = "base-claude", temperature = 1 }
-llm_to_extract_invoice = { model = "claude-4.5-sonnet", temperature = 0.1, max_tokens = "auto" }
-```
-
-The interest is that these presets can be used to set the LLM choice in a PipeLLM, like this:
-
-```plx
-[pipe.extract_invoice]
-type = "PipeLLM"
-description = "Extract invoice information from an invoice text transcript"
-inputs = { invoice_text = "InvoiceText" }
-output = "Invoice"
-model = "llm_to_extract_invoice"
-prompt = """
-Extract invoice information from this invoice:
-
-The category of this invoice is: $invoice_details.category.
-
-@invoice_text
-"""
-```
-
-The setting here `model = "llm_to_extract_invoice"` works because "llm_to_extract_invoice" has been declared as an llm_preset in the deck.
-You must not use an LLM preset in a PipeLLM that does not exist in the deck. If needed, you can add llm presets.
-
-
-You can override the predefined llm presets by setting them in `.pipelex/inference/deck/overrides.toml`.
 <!-- END_PIPELEX_RULES -->
diff --git a/crazy/__init__.py b/crazy/__init__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/crazy/bundle.plx b/crazy/bundle.plx
deleted file mode 100644
index af706cd..0000000
--- a/crazy/bundle.plx
+++ /dev/null
@@ -1,42 +0,0 @@
-domain = "crazy_image_generation"
-description = "Imagining and rendering absurd, funny images with unexpected surreal elements"
-main_pipe = "generate_crazy_image"
-
-[concept.ImagePrompt]
-description = """
-A detailed textual description of a scene to be used as input for an image generation model, including subjects, setting, style, and visual details.
-"""
-refines = "Text"
-
-[pipe.generate_crazy_image]
-type = "PipeSequence"
-description = """
-Main pipeline that orchestrates the full crazy image generation flow - imagines a wild, absurd scene concept and renders it as an image
-"""
-output = "Image"
-steps = [
-    { pipe = "imagine_scene", result = "image_prompt" },
-    { pipe = "render_image", result = "crazy_image" },
-]
-
-[pipe.imagine_scene]
-type = "PipeLLM"
-description = """
-Generates a creative, absurd, and hilarious image concept combining unexpected elements in surreal ways - think flying spaghetti monsters, penguins in business suits at a disco, or a T-Rex doing yoga on the moon
-"""
-output = "ImagePrompt"
-model = "cheap_llm_for_creativity"
-system_prompt = """
-You are a wildly creative visual concept artist specializing in absurd, surreal, and hilarious imagery. Your task is to generate a structured image prompt that combines unexpected elements in surprising and funny ways. Think outside the box - the more unexpected the combination, the better!
-"""
-prompt = """
-Generate a creative, absurd, and funny image concept. Combine unexpected elements in a surreal way that would make viewers laugh or do a double-take. Be VERY concise and focus on vivid, specific visual details that work well for image generation.
-"""
-
-[pipe.render_image]
-type = "PipeImgGen"
-description = "Generates the absurd image based on the creative scene description"
-inputs = { image_prompt = "ImagePrompt" }
-output = "Image"
-prompt = "$image_prompt"
-model = "gen_image_high_quality"
diff --git a/crazy/bundle_view.html b/crazy/bundle_view.html
deleted file mode 100644
index 0e294d7..0000000
--- a/crazy/bundle_view.html
+++ /dev/null
@@ -1,111 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-<meta charset="UTF-8">
-<style>
-.r1 {font-weight: bold}
-.r2 {color: #d0b344; text-decoration-color: #d0b344; font-weight: bold}
-.r3 {color: #d0b344; text-decoration-color: #d0b344; font-style: italic}
-.r4 {color: #cc555a; text-decoration-color: #cc555a}
-.r5 {color: #98a84b; text-decoration-color: #98a84b; font-weight: bold}
-.r6 {color: #98a84b; text-decoration-color: #98a84b}
-.r7 {color: #c5c8c6; text-decoration-color: #c5c8c6}
-.r8 {color: #c5c8c6; text-decoration-color: #c5c8c6; font-weight: bold}
-.r9 {color: #cc555a; text-decoration-color: #cc555a; font-weight: bold}
-.r10 {color: #98729f; text-decoration-color: #98729f; font-weight: bold}
-.r11 {color: #626463; text-decoration-color: #626463}
-.r12 {color: #68a0b3; text-decoration-color: #68a0b3}
-.r13 {color: #608ab1; text-decoration-color: #608ab1}
-body {
-    color: #c5c8c6;
-    background-color: #000000;
-}
-</style>
-</head>
-<body>
-    <pre style="font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace"><code style="font-family:inherit"><span class="r1">Domain: </span><span class="r2">crazy_image_generation</span>
-
-Description: <span class="r3">Imagining and rendering absurd, funny images with unexpected surreal elements</span>
-
-Main Pipe: <span class="r4">generate_crazy_image</span>
-
-
-
-<span class="r5">                                              Concepts                                              </span>
-<span class="r6">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r8">Concept: </span><span class="r5">ImagePrompt</span><span class="r8">                                                                            </span><span class="r7"> </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Refines: </span><span class="r6">Text</span><span class="r7">                                                                                    </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> Description: </span><span class="r3">A detailed textual description of a scene to be used as input for an image </span><span class="r7">         </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7"> </span><span class="r3">generation model, including subjects, setting, style, and visual details.</span><span class="r7">                        </span><span class="r6">│</span>
-<span class="r6">│</span><span class="r7">                                                                                                  </span><span class="r6">│</span>
-<span class="r6">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
-
-
-<span class="r9">                                               Pipes                                                </span>
-<span class="r4">┌──────────────────────────────────────────────────────────────────────────────────────────────────┐</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">generate_crazy_image</span><span class="r7">                                                                       </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeSequence</span><span class="r7"> (PipeController)                                                              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Main pipeline that orchestrates the full crazy image generation flow - imagines a </span><span class="r7">  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">wild, absurd scene concept and renders it as an image</span><span class="r7">                                            </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> No inputs                                                                                        </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r7">Sequence Steps:                        </span><span class="r7">                                                          </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r11">┏━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓</span><span class="r7">                                                          </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r11">┃ Step ┃ Pipe          ┃ Result name  ┃</span><span class="r7">                                                          </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r11">┡━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩</span><span class="r7">                                                          </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r11">│    1 │</span><span class="r4"> imagine_scene </span><span class="r11">│</span><span class="r12"> image_prompt </span><span class="r11">│</span><span class="r7">                                                          </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r11">├──────┼───────────────┼──────────────┤</span><span class="r7">                                                          </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r11">│    2 │</span><span class="r4"> render_image  </span><span class="r11">│</span><span class="r12"> crazy_image  </span><span class="r11">│</span><span class="r7">                                                          </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r11">└──────┴───────────────┴──────────────┘</span><span class="r7">                                                          </span><span class="r4">│</span>
-<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">imagine_scene</span><span class="r7">                                                                              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeLLM</span><span class="r7"> (PipeOperator)                                                                     </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Generates a creative, absurd, and hilarious image concept combining unexpected </span><span class="r7">     </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">elements in surreal ways - think flying spaghetti monsters, penguins in business suits at a </span><span class="r7">     </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r3">disco, or a T-Rex doing yoga on the moon</span><span class="r7">                                                         </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> No inputs                                                                                        </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Output: </span><span class="r5">ImagePrompt</span><span class="r7">                                                                              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> LLM Skill: </span><span class="r2">cheap_llm_for_creativity</span><span class="r7">                                                              </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r13">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> You are a wildly creative visual concept artist specializing in absurd, surreal, and         </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> hilarious imagery. Your task is to generate a structured image prompt that combines          </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> unexpected elements in surprising and funny ways. Think outside the box - the more           </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r13">│</span><span class="r7"> unexpected the combination, the better!                                                      </span><span class="r13">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r13">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╭─ Prompt ─────────────────────────────────────────────────────────────────────────────────────╮</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> Generate a creative, absurd, and funny image concept. Combine unexpected elements in a       </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> surreal way that would make viewers laugh or do a double-take. Be VERY concise and focus on  </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">│</span><span class="r7"> vivid, specific visual details that work well for image generation.                          </span><span class="r6">│</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> </span><span class="r6">╰──────────────────────────────────────────────────────────────────────────────────────────────╯</span><span class="r7"> </span><span class="r4">│</span>
-<span class="r4">├──────────────────────────────────────────────────────────────────────────────────────────────────┤</span>
-<span class="r4">│</span><span class="r7"> Pipe: </span><span class="r9">render_image</span><span class="r7">                                                                               </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Type: </span><span class="r10">PipeImgGen</span><span class="r7"> (PipeOperator)                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Description: </span><span class="r3">Generates the absurd image based on the creative scene description</span><span class="r7">                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Input: </span><span class="r12">image_prompt</span><span class="r7"> (</span><span class="r5">ImagePrompt</span><span class="r7">)                                                                </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
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-</text><text class="terminal-3078501441-r5" x="0" y="1850" textLength="12.2" clip-path="url(#terminal-3078501441-line-75)">│</text><text class="terminal-3078501441-r5" x="1207.8" y="1850" textLength="12.2" clip-path="url(#terminal-3078501441-line-75)">│</text><text class="terminal-3078501441-r3" x="1220" y="1850" textLength="12.2" clip-path="url(#terminal-3078501441-line-75)">
-</text><text class="terminal-3078501441-r5" x="0" y="1874.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-76)">│</text><text class="terminal-3078501441-r5" x="1207.8" y="1874.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-76)">│</text><text class="terminal-3078501441-r3" x="1220" y="1874.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-76)">
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-</text>
-    </g>
-    </g>
-</svg>
diff --git a/crazy/inputs.json b/crazy/inputs.json
deleted file mode 100644
index 9e26dfe..0000000
--- a/crazy/inputs.json
+++ /dev/null
@@ -1 +0,0 @@
-{}
\ No newline at end of file
diff --git a/crazy/run_generate_crazy_image.py b/crazy/run_generate_crazy_image.py
deleted file mode 100644
index 2d0f24d..0000000
--- a/crazy/run_generate_crazy_image.py
+++ /dev/null
@@ -1,19 +0,0 @@
-import asyncio
-
-from pipelex.core.stuffs.image_content import ImageContent
-from pipelex.pipelex import Pipelex
-from pipelex.pipeline.execute import execute_pipeline
-
-
-async def run_generate_crazy_image() -> ImageContent:
-    pipe_output = await execute_pipeline(
-        pipe_code="generate_crazy_image",
-    )
-    return pipe_output.main_stuff_as(content_type=ImageContent)
-
-
-if __name__ == "__main__":
-    # Initialize Pipelex
-    with Pipelex.make():
-        # Run the pipeline
-        result = asyncio.run(run_generate_crazy_image())
diff --git a/crazy/structures/__init__.py b/crazy/structures/__init__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/crazy/structures/crazy_image_generation_ImagePrompt.py b/crazy/structures/crazy_image_generation_ImagePrompt.py
deleted file mode 100644
index 46b45ae..0000000
--- a/crazy/structures/crazy_image_generation_ImagePrompt.py
+++ /dev/null
@@ -1,22 +0,0 @@
-"""
-AUTOGENERATED CODE - DO NOT EDIT
-
-If you want to customize this structure:
-  1. Copy this file to your own module
-  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
-     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
-  3. Make sure your custom class is importable and registered
-
-To regenerate: pipelex build structures <target_directory>
-"""
-
-from enum import Enum
-from typing import Any, Dict, List, Literal, Optional
-
-from pipelex.core.stuffs.structured_content import StructuredContent
-from pipelex.core.stuffs.text_content import TextContent
-from pydantic import Field
-
-
-class ImagePrompt(TextContent):
-    """Generated ImagePrompt class"""

From 98d422075a55eeb611066fbdf6e36216576ffa78 Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Mon, 19 Jan 2026 11:56:45 +0100
Subject: [PATCH 15/22] Pipelex dep

---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c8bb40a..7fbc63f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ dependencies = [
 ]
 
 [tool.uv.sources]
-pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "feature/Chicago" }
+pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "pre-release/v0.18.0b1" }
 
 
 [tool.setuptools]
diff --git a/uv.lock b/uv.lock
index 87b7dfc..9e419e7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1480,8 +1480,8 @@ dev = [
 requires-dist = [
     { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
-    { name = "pipelex", git = "https://github.com/Pipelex/pipelex.git?branch=feature%2FChicago" },
-    { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], git = "https://github.com/Pipelex/pipelex.git?branch=feature%2FChicago" },
+    { name = "pipelex", git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b1" },
+    { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
@@ -1961,8 +1961,8 @@ wheels = [
 
 [[package]]
 name = "pipelex"
-version = "0.17.3"
-source = { git = "https://github.com/Pipelex/pipelex.git?branch=feature%2FChicago#88f1cefb1901f0759e91b06a2ba2f580291a29f2" }
+version = "0.18.0b1"
+source = { git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b1#c056b6a7015c4c7c96656e4615578277629e8a5e" }
 dependencies = [
     { name = "aiofiles" },
     { name = "backports-strenum", marker = "python_full_version < '3.11'" },

From 653bc0a1c3f62733d36de45027d59ab657267927 Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Mon, 19 Jan 2026 13:28:39 +0100
Subject: [PATCH 16/22] Support Pipelex Chicago

---
 examples.sh                    |    7 +-
 examples/cv_batch/bundle.plx   |    2 +-
 pyproject.toml                 |    2 +-
 test_graphs/combo.html         |  768 -------
 test_graphs/dataflow.html      |  738 -------
 test_graphs/orchestration.html |  274 ---
 test_graphs/reactflow.html     | 3646 --------------------------------
 uv.lock                        |    6 +-
 8 files changed, 8 insertions(+), 5435 deletions(-)
 delete mode 100644 test_graphs/combo.html
 delete mode 100644 test_graphs/dataflow.html
 delete mode 100644 test_graphs/orchestration.html
 delete mode 100644 test_graphs/reactflow.html

diff --git a/examples.sh b/examples.sh
index aeec8a9..7f95f1f 100644
--- a/examples.sh
+++ b/examples.sh
@@ -1,4 +1,3 @@
-pipelex build pipe "Take a CV and Job offer in PDF, analyze if they match and generate 5 questions for the interview" --graph --graph-full-data
 
 pipelex build pipe "Imagine a cute animal mascot for a startup based on its elevator pitch and some brand guidelines" --graph --graph-full-data --output-dir test_graph
 
@@ -28,11 +27,11 @@ pipelex graph render graph.json
 # pipelex run examples/cv_and_offer/cv_job_match.plx --inputs examples/cv_and_offer/inputs.json --no-output --graph --graph-full-data
 pipelex run cv_job_match --inputs cv_and_offer/inputs.json --no-output --graph --graph-full-data -L cv_and_offer
 
-pipelex run examples/cv_batch/bundle.plx --inputs examples/cv_batch/inputs.json --graph
-pipelex run examples/cv_batch/bundle.plx --inputs examples/cv_batch/inputs.json --no-output --graph
+pipelex run examples/cv_batch/bundle.plx --inputs examples/cv_batch/inputs.json
+pipelex run examples/cv_batch/bundle.plx --inputs examples/cv_batch/inputs.json --no-output
 
 
-pipelex build pipe "Take a CV and Job offer in PDF, analyze if they match and generate 5 questions for the interview" --graph
+pipelex build pipe "Take a CV and Job offer, analyze if they match and generate 5 questions for the interview" --graph
 
 pipelex build pipe "Take a series of experimental material and contact angle data measurements and rolling angle data measurements and rank the materials by hydrophobicity" --graph --graph-full-data
 
diff --git a/examples/cv_batch/bundle.plx b/examples/cv_batch/bundle.plx
index aae93d8..2ceed79 100644
--- a/examples/cv_batch/bundle.plx
+++ b/examples/cv_batch/bundle.plx
@@ -35,7 +35,7 @@ type = "PipeSequence"
 description = """
 Main orchestrator pipe that takes a bunch of CVs and a job offer in PDF format, and analyzes how they match.
 """
-inputs = { cvs = "PDF[]", job_offer_pdf = "Document" }
+inputs = { cvs = "Document[]", job_offer_pdf = "Document" }
 output = "MatchAnalysis[]"
 steps = [
     { pipe = "extract_job_offer", result = "job_offer_pages" },
diff --git a/pyproject.toml b/pyproject.toml
index c6b64ab..9a85e61 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,7 +20,7 @@ dependencies = [
 ]
 
 [tool.uv.sources]
-pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "feature/Chicago" }
+pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "pre-release/v0.18.0b1" }
 
 [tool.setuptools]
 packages = ["my_project"]
diff --git a/test_graphs/combo.html b/test_graphs/combo.html
deleted file mode 100644
index 713ebb9..0000000
--- a/test_graphs/combo.html
+++ /dev/null
@@ -1,768 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Combo: graphspec</title>
-    <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>
-    <style>
-        body {
-            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
-            margin: 0;
-            padding: 20px;
-            background-color: var(--bg-color, #f5f5f5);
-            transition: background-color 0.3s;
-        }
-        .header {
-            display: flex;
-            justify-content: space-between;
-            align-items: center;
-            margin-bottom: 20px;
-        }
-        h1 {
-            color: var(--text-color, #333);
-            margin: 0;
-            transition: color 0.3s;
-        }
-        .theme-selector {
-            display: flex;
-            align-items: center;
-            gap: 8px;
-        }
-        .theme-selector label {
-            font-size: 14px;
-            color: var(--label-color, #666);
-            transition: color 0.3s;
-        }
-        .theme-selector select {
-            padding: 6px 12px;
-            border-radius: 6px;
-            border: 1px solid var(--border-color, #ccc);
-            background: var(--select-bg, white);
-            color: var(--text-color, #333);
-            font-size: 14px;
-            cursor: pointer;
-            transition: all 0.3s;
-        }
-        .theme-selector select:hover {
-            border-color: var(--border-hover, #999);
-        }
-        .mermaid-container {
-            background-color: var(--container-bg, white);
-            border-radius: 8px;
-            padding: 20px;
-            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
-            transition: background-color 0.3s;
-        }
-        .mermaid {
-            display: flex;
-            justify-content: center;
-        }
-        .hint {
-            color: var(--label-color, #666);
-            font-size: 14px;
-            margin-top: 16px;
-            text-align: center;
-            transition: color 0.3s;
-        }
-        .data-modal {
-            position: fixed;
-            top: 50%;
-            left: 50%;
-            transform: translate(-50%, -50%);
-            background: #1e1e1e;
-            color: #d4d4d4;
-            padding: 20px;
-            border-radius: 12px;
-            width: 80vw;
-            max-width: 1200px;
-            max-height: 80vh;
-            overflow: auto;
-            z-index: 1000;
-            display: none;
-            font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
-            font-size: 13px;
-            box-shadow: 0 8px 32px rgba(0, 0, 0, 0.4);
-            min-width: 600px;
-        }
-        .data-modal-header {
-            display: flex;
-            justify-content: space-between;
-            align-items: center;
-            margin-bottom: 12px;
-            padding-bottom: 12px;
-            border-bottom: 1px solid #444;
-        }
-        .data-modal-title {
-            font-size: 16px;
-            font-weight: 600;
-            color: #fff;
-            display: flex;
-            flex-direction: column;
-            gap: 2px;
-        }
-        .data-modal-title-primary {
-            font-size: 16px;
-            font-weight: 600;
-            color: #fff;
-        }
-        .data-modal-title-secondary {
-            font-size: 11px;
-            font-weight: 400;
-            color: #666;
-            font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
-        }
-        .data-modal-close {
-            cursor: pointer;
-            color: #888;
-            font-size: 24px;
-            line-height: 1;
-            padding: 4px 8px;
-            border-radius: 4px;
-            transition: background 0.2s;
-        }
-        .data-modal-close:hover {
-            background: #333;
-            color: #fff;
-        }
-        .format-toolbar {
-            display: flex;
-            justify-content: space-between;
-            align-items: center;
-            margin-bottom: 12px;
-            gap: 8px;
-        }
-        .format-tabs {
-            display: flex;
-            gap: 4px;
-        }
-        .format-actions {
-            display: flex;
-            gap: 4px;
-        }
-        .action-btn {
-            display: flex;
-            align-items: center;
-            justify-content: center;
-            width: 32px;
-            height: 32px;
-            border-radius: 4px;
-            cursor: pointer;
-            font-size: 14px;
-            background: #333;
-            color: #888;
-            border: none;
-            transition: all 0.2s;
-        }
-        .action-btn:hover {
-            background: #444;
-            color: #fff;
-        }
-        .action-btn.copied {
-            background: rgba(16, 185, 129, 0.2);
-            color: #10b981;
-        }
-        .action-btn svg {
-            width: 16px;
-            height: 16px;
-            fill: currentColor;
-        }
-        .format-tab {
-            padding: 6px 12px;
-            border-radius: 4px;
-            cursor: pointer;
-            font-size: 12px;
-            font-weight: 500;
-            background: #333;
-            color: #888;
-            border: none;
-            transition: all 0.2s;
-        }
-        .format-tab:hover {
-            background: #444;
-            color: #ccc;
-        }
-        .format-tab.active {
-            background: #3b82f6;
-            color: #fff;
-        }
-        .format-tab:disabled {
-            opacity: 0.4;
-            cursor: not-allowed;
-        }
-        .data-modal-content {
-            white-space: pre-wrap;
-            word-wrap: break-word;
-            line-height: 1.5;
-        }
-        .data-modal-content.text-content {
-            line-height: 1;
-            white-space: pre;
-            word-wrap: normal;
-            overflow-x: auto;
-            padding-right: 20px;
-        }
-        .data-modal-content.html-content {
-            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
-            background: #1e1e1e;
-            color: #d4d4d4;
-            padding: 12px;
-            border-radius: 4px;
-        }
-        .data-modal-content.html-content table {
-            border-collapse: collapse;
-            width: 100%;
-        }
-        .data-modal-content.html-content th,
-        .data-modal-content.html-content td {
-            border: 1px solid #444;
-            padding: 8px 12px;
-            text-align: left;
-        }
-        .data-modal-content.html-content th {
-            background: #252a30;
-            color: #e0e0e0;
-            font-weight: 600;
-        }
-        .data-modal-content.html-content tr:hover {
-            background: #2a2530;
-        }
-        .data-modal-overlay {
-            position: fixed;
-            top: 0;
-            left: 0;
-            width: 100%;
-            height: 100%;
-            background: rgba(0, 0, 0, 0.5);
-            z-index: 999;
-            display: none;
-        }
-        .clickable-stuff {
-            cursor: pointer !important;
-        }
-        .clickable-stuff:hover {
-            filter: brightness(1.1);
-        }
-    </style>
-</head>
-<body>
-    <div class="header">
-        <h1>Combo: graphspec</h1>
-        <div class="theme-selector">
-            <label for="theme-select">Theme:</label>
-            <select id="theme-select">
-                <option value="default">Default</option>
-                <option value="dark">Dark</option>
-                <option value="forest">Forest</option>
-                <option value="neutral">Neutral</option>
-                <option value="base">Base</option>
-            </select>
-        </div>
-    </div>
-    <div class="mermaid-container">
-        <div class="mermaid" id="mermaid-diagram">
-flowchart TD
-
-    %% Pipe and stuff nodes within controller subgraphs
-    subgraph sg_n_d999b567cb["analyze_cvs_for_job_offer"]
-        subgraph sg_n_73e92e657c["process_cv_batch"]
-            subgraph sg_n_a39a037228["process_cv"]
-                n_8893ab3654["analyze_cv"]
-                s_dc8e9682f0(["candidate_profile<br/>CandidateProfile"]):::stuff
-                n_7abb594330["analyze_match"]
-                s_15dd06fe68(["match_analysis<br/>MatchAnalysis"]):::stuff
-                n_2eda08dfa5["extract_cv"]
-                s_385e2c2510(["cv_pages<br/>Page"]):::stuff
-            end
-            subgraph sg_n_46a5b90c7e["process_cv"]
-                n_ec4b74880e["analyze_cv"]
-                s_44444fe85a(["candidate_profile<br/>CandidateProfile"]):::stuff
-                n_1a61f657ec["analyze_match"]
-                s_c448a753f6(["match_analysis<br/>MatchAnalysis"]):::stuff
-                n_ec4eff0ce7["extract_cv"]
-                s_451643b0ff(["cv_pages<br/>Page"]):::stuff
-            end
-        end
-        n_fd0528b4ef["analyze_job_requirements"]
-        s_b6910d1cd9(["job_requirements<br/>JobRequirements"]):::stuff
-        n_b850f85f50["extract_job_offer"]
-        s_482a2528d9(["job_offer_pages<br/>Page"]):::stuff
-    end
-
-    %% Pipeline input stuff nodes (no producer)
-    s_c8adf02cf5(["cv_pdf<br/>PDF"]):::stuff
-    s_b82bebd560(["cv_pdf<br/>PDF"]):::stuff
-    s_4a6729ed7a(["job_offer_pdf<br/>PDF"]):::stuff
-
-    %% Data flow edges: producer -> stuff -> consumer
-    n_7abb594330 --> s_15dd06fe68
-    n_1a61f657ec --> s_c448a753f6
-    n_b850f85f50 --> s_482a2528d9
-    n_ec4eff0ce7 --> s_451643b0ff
-    n_ec4b74880e --> s_44444fe85a
-    n_8893ab3654 --> s_dc8e9682f0
-    n_fd0528b4ef --> s_b6910d1cd9
-    n_2eda08dfa5 --> s_385e2c2510
-    s_482a2528d9 --> n_fd0528b4ef
-    s_c8adf02cf5 --> n_2eda08dfa5
-    s_b82bebd560 --> n_ec4eff0ce7
-    s_451643b0ff --> n_ec4b74880e
-    s_44444fe85a --> n_1a61f657ec
-    s_dc8e9682f0 --> n_7abb594330
-    s_b6910d1cd9 --> n_1a61f657ec
-    s_b6910d1cd9 --> n_7abb594330
-    s_385e2c2510 --> n_8893ab3654
-    s_4a6729ed7a --> n_b850f85f50
-
-    %% Style definitions
-    classDef failed fill:#ffcccc,stroke:#cc0000
-    classDef controller fill:#e6f3ff,stroke:#0066cc
-    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px
-
-    %% Subgraph depth-based coloring
-    style sg_n_46a5b90c7e fill:#fffde6
-    style sg_n_73e92e657c fill:#e6ffe6
-    style sg_n_a39a037228 fill:#fffde6
-    style sg_n_d999b567cb fill:#e6f3ff
-        </div>
-    </div>
-    <p class="hint">Click on data nodes (orange pills) to view their full content</p>
-    <div class="data-modal-overlay" id="modal-overlay"></div>
-    <div class="data-modal" id="data-modal">
-        <div class="data-modal-header">
-            <span class="data-modal-title" id="modal-title">Data Content</span>
-            <span class="data-modal-close" onclick="hideModal()">&times;</span>
-        </div>
-        <div class="format-toolbar">
-            <div class="format-tabs" id="format-tabs">
-                <button class="format-tab active" data-format="html" id="tab-html">HTML</button>
-                <button class="format-tab" data-format="json" id="tab-json">JSON</button>
-                <button class="format-tab" data-format="text" id="tab-text">Pretty</button>
-            </div>
-            <div class="format-actions">
-                <button class="action-btn" id="copy-btn" onclick="copyContent()" title="Copy">
-                    <svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z
-                        m3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z
-                        m0 16H8V7h11v14z"/></svg>
-                </button>
-                <button class="action-btn" id="download-btn" onclick="downloadContent()" title="Download">
-                    <svg viewBox="0 0 24 24">
-                        <path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>
-                    </svg>
-                </button>
-            </div>
-        </div>
-        <div class="data-modal-content" id="modal-content"></div>
-    </div>
-    <script>
-        // Embedded stuff data from graph (all formats)
-        const stuffDataJson = {"s_b94e399ab9": {"items": [{"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}]}, "s_4a6729ed7a": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_15d74c362d": {"items": [{"url": "data/CVx5/CV-01.pdf"}, {"url": "data/CVx5/CV-02.pdf"}]}, "s_482a2528d9": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_b6910d1cd9": {"required_skills": "rPFrGsEsxuZQIKohoNZE", "responsibilities": "npHVIfutLhgfyYqytjzQ", "qualifications": "FmfQxeLzEftxRnfQTHwB", "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"}, "s_15dd06fe68": {"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, "s_c8adf02cf5": {"url": "data/CVx5/CV-01.pdf"}, "s_385e2c2510": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_dc8e9682f0": {"skills": "MkvbtMmnWIApjOdwjqRx", "experience": "CFJgKeyHQNCjJdfLSPxM", "education": "DgadhTXsoWfCwZbIuLUA", "achievements": "iUfzQOZenwnYorIzpGlU"}, "s_c448a753f6": {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}, "s_b82bebd560": {"url": "data/CVx5/CV-02.pdf"}, "s_451643b0ff": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_44444fe85a": {"skills": "uFnIkwWXWoQibNMkfUbx", "experience": "WYxdaxuLRghrJVNTcevU", "education": "NympQPOkbWDKTmvSUGde", "achievements": "LfHsHyIQynfTWoopagTv"}};
-        const stuffDataText = {"s_b94e399ab9": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 vJDfvwBFBIreWcfnfiUf              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n", "s_4a6729ed7a": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_15d74c362d": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_482a2528d9": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_b6910d1cd9": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n", "s_15dd06fe68": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n", "s_c8adf02cf5": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_385e2c2510": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_dc8e9682f0": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n", "s_c448a753f6": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n", "s_b82bebd560": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_451643b0ff": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_44444fe85a": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n"};
-        const stuffDataHtml = {"s_b94e399ab9": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>", "s_4a6729ed7a": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_15d74c362d": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_482a2528d9": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_b6910d1cd9": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>", "s_15dd06fe68": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>", "s_c8adf02cf5": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_385e2c2510": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_dc8e9682f0": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>", "s_c448a753f6": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>", "s_b82bebd560": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_451643b0ff": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_44444fe85a": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>"};
-        const stuffMetadata = {"s_b94e399ab9": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_4a6729ed7a": {"name": "job_offer_pdf", "concept": "Document"}, "s_15d74c362d": {"name": "cvs", "concept": "Document"}, "s_482a2528d9": {"name": "job_offer_pages", "concept": "Page"}, "s_b6910d1cd9": {"name": "job_requirements", "concept": "JobRequirements"}, "s_15dd06fe68": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_c8adf02cf5": {"name": "cv_pdf", "concept": "Document"}, "s_385e2c2510": {"name": "cv_pages", "concept": "Page"}, "s_dc8e9682f0": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_c448a753f6": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_b82bebd560": {"name": "cv_pdf", "concept": "Document"}, "s_451643b0ff": {"name": "cv_pages", "concept": "Page"}, "s_44444fe85a": {"name": "candidate_profile", "concept": "CandidateProfile"}};
-        const mermaidCode = `flowchart TD
-
-    %% Pipe and stuff nodes within controller subgraphs
-    subgraph sg_n_d999b567cb["analyze_cvs_for_job_offer"]
-        subgraph sg_n_73e92e657c["process_cv_batch"]
-            subgraph sg_n_a39a037228["process_cv"]
-                n_8893ab3654["analyze_cv"]
-                s_dc8e9682f0(["candidate_profile<br/>CandidateProfile"]):::stuff
-                n_7abb594330["analyze_match"]
-                s_15dd06fe68(["match_analysis<br/>MatchAnalysis"]):::stuff
-                n_2eda08dfa5["extract_cv"]
-                s_385e2c2510(["cv_pages<br/>Page"]):::stuff
-            end
-            subgraph sg_n_46a5b90c7e["process_cv"]
-                n_ec4b74880e["analyze_cv"]
-                s_44444fe85a(["candidate_profile<br/>CandidateProfile"]):::stuff
-                n_1a61f657ec["analyze_match"]
-                s_c448a753f6(["match_analysis<br/>MatchAnalysis"]):::stuff
-                n_ec4eff0ce7["extract_cv"]
-                s_451643b0ff(["cv_pages<br/>Page"]):::stuff
-            end
-        end
-        n_fd0528b4ef["analyze_job_requirements"]
-        s_b6910d1cd9(["job_requirements<br/>JobRequirements"]):::stuff
-        n_b850f85f50["extract_job_offer"]
-        s_482a2528d9(["job_offer_pages<br/>Page"]):::stuff
-    end
-
-    %% Pipeline input stuff nodes (no producer)
-    s_c8adf02cf5(["cv_pdf<br/>PDF"]):::stuff
-    s_b82bebd560(["cv_pdf<br/>PDF"]):::stuff
-    s_4a6729ed7a(["job_offer_pdf<br/>PDF"]):::stuff
-
-    %% Data flow edges: producer -> stuff -> consumer
-    n_7abb594330 --> s_15dd06fe68
-    n_1a61f657ec --> s_c448a753f6
-    n_b850f85f50 --> s_482a2528d9
-    n_ec4eff0ce7 --> s_451643b0ff
-    n_ec4b74880e --> s_44444fe85a
-    n_8893ab3654 --> s_dc8e9682f0
-    n_fd0528b4ef --> s_b6910d1cd9
-    n_2eda08dfa5 --> s_385e2c2510
-    s_482a2528d9 --> n_fd0528b4ef
-    s_c8adf02cf5 --> n_2eda08dfa5
-    s_b82bebd560 --> n_ec4eff0ce7
-    s_451643b0ff --> n_ec4b74880e
-    s_44444fe85a --> n_1a61f657ec
-    s_dc8e9682f0 --> n_7abb594330
-    s_b6910d1cd9 --> n_1a61f657ec
-    s_b6910d1cd9 --> n_7abb594330
-    s_385e2c2510 --> n_8893ab3654
-    s_4a6729ed7a --> n_b850f85f50
-
-    %% Style definitions
-    classDef failed fill:#ffcccc,stroke:#cc0000
-    classDef controller fill:#e6f3ff,stroke:#0066cc
-    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px
-
-    %% Subgraph depth-based coloring
-    style sg_n_46a5b90c7e fill:#fffde6
-    style sg_n_73e92e657c fill:#e6ffe6
-    style sg_n_a39a037228 fill:#fffde6
-    style sg_n_d999b567cb fill:#e6f3ff`;
-
-        // Track current state
-        let currentStuffId = null;
-        let currentFormat = 'html';
-        let currentTheme = 'default';
-
-        // Theme-specific color palettes for custom node styling
-        const themePalettes = {
-            default: {
-                page: { bg: '#f8fafc', text: '#1e293b', label: '#64748b', border: '#cbd5e1',
-                        borderHover: '#94a3b8', selectBg: 'white', containerBg: 'white' },
-                failed: { fill: '#fee2e2', stroke: '#dc2626' },
-                controller: { fill: '#dbeafe', stroke: '#2563eb' },
-                pipe: { fill: '#dbeafe', stroke: '#2563eb' },
-                stuff: { fill: '#fef3c7', stroke: '#d97706' },
-                subgraph: ['#eff6ff', '#ecfdf5', '#fefce8', '#fdf4ff', '#f0fdfa']
-            },
-            dark: {
-                page: { bg: '#1a1a2e', text: '#e0f7fa', label: '#80deea', border: '#2d4a5a',
-                        borderHover: '#00bcd4', selectBg: '#2d4a5a', containerBg: '#16213e' },
-                failed: { fill: '#3a1a1a', stroke: '#ff5252' },
-                controller: { fill: '#1a3a4a', stroke: '#00e5ff' },
-                pipe: { fill: '#1a3a4a', stroke: '#00e5ff' },
-                stuff: { fill: '#2a1a3a', stroke: '#ff4081' },
-                subgraph: ['#1e3a4a', '#1a3a3a', '#2a3a4a', '#1a2a4a', '#2a4a4a']
-            },
-            forest: {
-                page: { bg: '#f0fdf4', text: '#14532d', label: '#166534', border: '#86efac',
-                        borderHover: '#4ade80', selectBg: 'white', containerBg: '#fafffe' },
-                failed: { fill: '#fecaca', stroke: '#b91c1c' },
-                controller: { fill: '#dcfce7', stroke: '#16a34a' },
-                pipe: { fill: '#dcfce7', stroke: '#16a34a' },
-                stuff: { fill: '#fef9c3', stroke: '#ca8a04' },
-                subgraph: ['#d1fae5', '#bbf7d0', '#d9f99d', '#fef08a', '#a7f3d0']
-            },
-            neutral: {
-                page: { bg: '#fafafa', text: '#171717', label: '#525252', border: '#d4d4d4',
-                        borderHover: '#a3a3a3', selectBg: 'white', containerBg: 'white' },
-                failed: { fill: '#fecaca', stroke: '#991b1b' },
-                controller: { fill: '#e5e5e5', stroke: '#525252' },
-                pipe: { fill: '#e5e5e5', stroke: '#525252' },
-                stuff: { fill: '#fef3c7', stroke: '#92400e' },
-                subgraph: ['#f5f5f5', '#e5e5e5', '#fafaf9', '#f5f5f4', '#fafafa']
-            },
-            base: {
-                page: { bg: '#fff', text: '#18181b', label: '#52525b', border: '#e4e4e7',
-                        borderHover: '#a1a1aa', selectBg: 'white', containerBg: '#fafafa' },
-                failed: { fill: '#ffe4e6', stroke: '#e11d48' },
-                controller: { fill: '#e0f2fe', stroke: '#0284c7' },
-                pipe: { fill: '#e0f2fe', stroke: '#0284c7' },
-                stuff: { fill: '#ffedd5', stroke: '#ea580c' },
-                subgraph: ['#f0f9ff', '#f0fdf4', '#fffbeb', '#fdf4ff', '#ecfeff']
-            }
-        };
-
-        function applyPageTheme(theme) {
-            const palette = themePalettes[theme]?.page || themePalettes.default.page;
-            document.documentElement.style.setProperty('--bg-color', palette.bg);
-            document.documentElement.style.setProperty('--text-color', palette.text);
-            document.documentElement.style.setProperty('--label-color', palette.label);
-            document.documentElement.style.setProperty('--border-color', palette.border);
-            document.documentElement.style.setProperty('--border-hover', palette.borderHover);
-            document.documentElement.style.setProperty('--select-bg', palette.selectBg);
-            document.documentElement.style.setProperty('--container-bg', palette.containerBg);
-        }
-
-        function applyThemeColors(code, theme) {
-            const palette = themePalettes[theme] || themePalettes.default;
-            let result = code;
-
-            // Replace classDef colors
-            result = result.replace(
-                /classDef\s+failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+controller\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef controller fill:${palette.controller.fill},stroke:${palette.controller.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+pipe\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef pipe fill:${palette.pipe.fill},stroke:${palette.pipe.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+pipe_failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef pipe_failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+stuff\s+fill:[^,]+,stroke:[^,]+/g,
-                `classDef stuff fill:${palette.stuff.fill},stroke:${palette.stuff.stroke}`
-            );
-
-            // Replace subgraph fill colors (style sg_xxx fill:#xxx)
-            const subgraphColors = palette.subgraph;
-            let colorIndex = 0;
-            result = result.replace(
-                /style\s+(sg_[^\s]+)\s+fill:#[a-fA-F0-9]+/g,
-                (match, subgraphId) => {
-                    const color = subgraphColors[colorIndex % subgraphColors.length];
-                    colorIndex++;
-                    return `style ${subgraphId} fill:${color}`;
-                }
-            );
-
-            return result;
-        }
-
-        function initMermaid(theme) {
-            mermaid.initialize({
-                startOnLoad: false,
-                theme: theme,
-                flowchart: {
-                    useMaxWidth: true,
-                    htmlLabels: true,
-                    curve: 'basis'
-                }
-            });
-        }
-
-        function attachClickHandlers() {
-            // Wait for mermaid to render, then attach click handlers
-            setTimeout(() => {
-                const svgContainer = document.querySelector('.mermaid svg');
-                if (!svgContainer) return;
-
-                // Find nodes by their flowchart IDs - use any available data source
-                const allStuffIds = new Set([
-                    ...Object.keys(stuffDataJson || {}),
-                    ...Object.keys(stuffDataText || {}),
-                    ...Object.keys(stuffDataHtml || {})
-                ]);
-
-                for (const stuffId of allStuffIds) {
-                    // Mermaid generates IDs like 'flowchart-s_xxx-123'
-                    const nodes = svgContainer.querySelectorAll(`[id^="flowchart-${stuffId}"]`);
-                    nodes.forEach(node => {
-                        node.classList.add('clickable-stuff');
-                        node.addEventListener('click', (e) => {
-                            e.stopPropagation();
-                            showModal(stuffId);
-                        });
-                    });
-                }
-            }, 500);
-        }
-
-        async function renderDiagram(theme) {
-            const container = document.getElementById('mermaid-diagram');
-            const themedCode = applyThemeColors(mermaidCode, theme);
-            container.innerHTML = themedCode;
-            container.removeAttribute('data-processed');
-            applyPageTheme(theme);
-            initMermaid(theme);
-            await mermaid.run({ nodes: [container] });
-            attachClickHandlers();
-        }
-
-        // Set initial theme in dropdown
-        document.getElementById('theme-select').value = currentTheme;
-
-        // Handle theme change
-        document.getElementById('theme-select').addEventListener('change', async (e) => {
-            currentTheme = e.target.value;
-            await renderDiagram(currentTheme);
-        });
-
-        // Initial render on page load
-        renderDiagram(currentTheme);
-
-        // Set up format tab handlers
-        document.querySelectorAll('.format-tab').forEach(tab => {
-            tab.addEventListener('click', () => {
-                if (tab.disabled) return;
-                const format = tab.dataset.format;
-                setFormat(format);
-            });
-        });
-
-        function setFormat(format) {
-            currentFormat = format;
-            // Update tab styling
-            document.querySelectorAll('.format-tab').forEach(t => t.classList.remove('active'));
-            document.getElementById(`tab-${format}`).classList.add('active');
-            // Re-render content if modal is open
-            if (currentStuffId) {
-                renderContent(currentStuffId, format);
-            }
-        }
-
-        function renderContent(stuffId, format) {
-            const content = document.getElementById('modal-content');
-            content.classList.remove('html-content', 'text-content');
-
-            if (format === 'json') {
-                const data = stuffDataJson?.[stuffId];
-                content.innerHTML = '';
-                content.textContent = data ? JSON.stringify(data, null, 2) : 'No JSON data available';
-            } else if (format === 'text') {
-                const data = stuffDataText?.[stuffId];
-                content.classList.add('text-content');
-                content.innerHTML = '';
-                content.textContent = data || 'No text data available';
-            } else if (format === 'html') {
-                const data = stuffDataHtml?.[stuffId];
-                if (data) {
-                    content.classList.add('html-content');
-                    content.innerHTML = data;
-                } else {
-                    content.innerHTML = '';
-                    content.textContent = 'No HTML data available';
-                }
-            }
-        }
-
-        function updateTabAvailability(stuffId) {
-            const jsonTab = document.getElementById('tab-json');
-            const textTab = document.getElementById('tab-text');
-            const htmlTab = document.getElementById('tab-html');
-
-            jsonTab.disabled = !stuffDataJson?.[stuffId];
-            textTab.disabled = !stuffDataText?.[stuffId];
-            htmlTab.disabled = !stuffDataHtml?.[stuffId];
-
-            // Find first available format (HTML -> JSON -> Pretty)
-            if (!htmlTab.disabled) return 'html';
-            if (!jsonTab.disabled) return 'json';
-            if (!textTab.disabled) return 'text';
-            return 'html';
-        }
-
-        function showModal(stuffId) {
-            currentStuffId = stuffId;
-            const modal = document.getElementById('data-modal');
-            const overlay = document.getElementById('modal-overlay');
-            const title = document.getElementById('modal-title');
-
-            // Build title from metadata (name + concept as primary, ID as secondary)
-            const meta = stuffMetadata?.[stuffId];
-            if (meta && (meta.name || meta.concept)) {
-                const primaryParts = [];
-                if (meta.name) primaryParts.push(meta.name);
-                if (meta.concept) primaryParts.push(`(${meta.concept})`);
-                const primary = `<span class="data-modal-title-primary">${primaryParts.join(' ')}</span>`;
-                const secondary = `<span class="data-modal-title-secondary">${stuffId}</span>`;
-                title.innerHTML = primary + secondary;
-            } else {
-                title.innerHTML = `<span class="data-modal-title-primary">${stuffId}</span>`;
-            }
-
-            // Update tab availability and select best format
-            const availableFormat = updateTabAvailability(stuffId);
-
-            // If current format is not available, switch to available one
-            const currentTab = document.getElementById(`tab-${currentFormat}`);
-            if (currentTab.disabled) {
-                setFormat(availableFormat);
-            } else {
-                renderContent(stuffId, currentFormat);
-            }
-
-            modal.style.display = 'block';
-            overlay.style.display = 'block';
-        }
-
-        function hideModal() {
-            document.getElementById('data-modal').style.display = 'none';
-            document.getElementById('modal-overlay').style.display = 'none';
-            currentStuffId = null;
-        }
-
-        // Get current content based on format
-        function getCurrentContent() {
-            if (!currentStuffId) return null;
-
-            if (currentFormat === 'json') {
-                const data = stuffDataJson?.[currentStuffId];
-                if (!data) return null;
-                return { content: JSON.stringify(data, null, 2), ext: 'json', mime: 'application/json' };
-            } else if (currentFormat === 'text') {
-                const data = stuffDataText?.[currentStuffId];
-                if (!data) return null;
-                return { content: data, ext: 'txt', mime: 'text/plain' };
-            } else if (currentFormat === 'html') {
-                const data = stuffDataHtml?.[currentStuffId];
-                if (!data) return null;
-                return { content: data, ext: 'html', mime: 'text/html' };
-            }
-            return null;
-        }
-
-        // Copy content to clipboard
-        function copyContent() {
-            const data = getCurrentContent();
-            if (!data) return;
-
-            navigator.clipboard.writeText(data.content).then(() => {
-                const btn = document.getElementById('copy-btn');
-                const checkIcon = '<svg viewBox="0 0 24 24">' +
-                    '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
-                const copyIcon = '<svg viewBox="0 0 24 24">' +
-                    '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
-                    'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
-                    'm0 16H8V7h11v14z"/></svg>';
-                btn.innerHTML = checkIcon;
-                btn.classList.add('copied');
-                setTimeout(() => {
-                    btn.innerHTML = copyIcon;
-                    btn.classList.remove('copied');
-                }, 1500);
-            });
-        }
-
-        // Download content as file
-        function downloadContent() {
-            const data = getCurrentContent();
-            if (!data) return;
-
-            // Get name from metadata or use ID
-            const meta = stuffMetadata?.[currentStuffId];
-            const baseName = meta?.name || currentStuffId || 'data';
-            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
-
-            const blob = new Blob([data.content], { type: data.mime });
-            const url = URL.createObjectURL(blob);
-            const link = document.createElement('a');
-            link.href = url;
-            link.download = filename;
-            document.body.appendChild(link);
-            link.click();
-            document.body.removeChild(link);
-            URL.revokeObjectURL(url);
-        }
-
-        // Close modal when clicking overlay
-        document.getElementById('modal-overlay').addEventListener('click', hideModal);
-
-        // Close modal with Escape key
-        document.addEventListener('keydown', (e) => {
-            if (e.key === 'Escape') hideModal();
-        });
-    </script>
-</body>
-</html>
diff --git a/test_graphs/dataflow.html b/test_graphs/dataflow.html
deleted file mode 100644
index 47557f3..0000000
--- a/test_graphs/dataflow.html
+++ /dev/null
@@ -1,738 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Dataflow: graphspec</title>
-    <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>
-    <style>
-        body {
-            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
-            margin: 0;
-            padding: 20px;
-            background-color: var(--bg-color, #f5f5f5);
-            transition: background-color 0.3s;
-        }
-        .header {
-            display: flex;
-            justify-content: space-between;
-            align-items: center;
-            margin-bottom: 20px;
-        }
-        h1 {
-            color: var(--text-color, #333);
-            margin: 0;
-            transition: color 0.3s;
-        }
-        .theme-selector {
-            display: flex;
-            align-items: center;
-            gap: 8px;
-        }
-        .theme-selector label {
-            font-size: 14px;
-            color: var(--label-color, #666);
-            transition: color 0.3s;
-        }
-        .theme-selector select {
-            padding: 6px 12px;
-            border-radius: 6px;
-            border: 1px solid var(--border-color, #ccc);
-            background: var(--select-bg, white);
-            color: var(--text-color, #333);
-            font-size: 14px;
-            cursor: pointer;
-            transition: all 0.3s;
-        }
-        .theme-selector select:hover {
-            border-color: var(--border-hover, #999);
-        }
-        .mermaid-container {
-            background-color: var(--container-bg, white);
-            border-radius: 8px;
-            padding: 20px;
-            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
-            transition: background-color 0.3s;
-        }
-        .mermaid {
-            display: flex;
-            justify-content: center;
-        }
-        .hint {
-            color: var(--label-color, #666);
-            font-size: 14px;
-            margin-top: 16px;
-            text-align: center;
-            transition: color 0.3s;
-        }
-        .data-modal {
-            position: fixed;
-            top: 50%;
-            left: 50%;
-            transform: translate(-50%, -50%);
-            background: #1e1e1e;
-            color: #d4d4d4;
-            padding: 20px;
-            border-radius: 12px;
-            width: 80vw;
-            max-width: 1200px;
-            max-height: 80vh;
-            overflow: auto;
-            z-index: 1000;
-            display: none;
-            font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
-            font-size: 13px;
-            box-shadow: 0 8px 32px rgba(0, 0, 0, 0.4);
-            min-width: 600px;
-        }
-        .data-modal-header {
-            display: flex;
-            justify-content: space-between;
-            align-items: center;
-            margin-bottom: 12px;
-            padding-bottom: 12px;
-            border-bottom: 1px solid #444;
-        }
-        .data-modal-title {
-            font-size: 16px;
-            font-weight: 600;
-            color: #fff;
-            display: flex;
-            flex-direction: column;
-            gap: 2px;
-        }
-        .data-modal-title-primary {
-            font-size: 16px;
-            font-weight: 600;
-            color: #fff;
-        }
-        .data-modal-title-secondary {
-            font-size: 11px;
-            font-weight: 400;
-            color: #666;
-            font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
-        }
-        .data-modal-close {
-            cursor: pointer;
-            color: #888;
-            font-size: 24px;
-            line-height: 1;
-            padding: 4px 8px;
-            border-radius: 4px;
-            transition: background 0.2s;
-        }
-        .data-modal-close:hover {
-            background: #333;
-            color: #fff;
-        }
-        .format-toolbar {
-            display: flex;
-            justify-content: space-between;
-            align-items: center;
-            margin-bottom: 12px;
-            gap: 8px;
-        }
-        .format-tabs {
-            display: flex;
-            gap: 4px;
-        }
-        .format-actions {
-            display: flex;
-            gap: 4px;
-        }
-        .action-btn {
-            display: flex;
-            align-items: center;
-            justify-content: center;
-            width: 32px;
-            height: 32px;
-            border-radius: 4px;
-            cursor: pointer;
-            font-size: 14px;
-            background: #333;
-            color: #888;
-            border: none;
-            transition: all 0.2s;
-        }
-        .action-btn:hover {
-            background: #444;
-            color: #fff;
-        }
-        .action-btn.copied {
-            background: rgba(16, 185, 129, 0.2);
-            color: #10b981;
-        }
-        .action-btn svg {
-            width: 16px;
-            height: 16px;
-            fill: currentColor;
-        }
-        .format-tab {
-            padding: 6px 12px;
-            border-radius: 4px;
-            cursor: pointer;
-            font-size: 12px;
-            font-weight: 500;
-            background: #333;
-            color: #888;
-            border: none;
-            transition: all 0.2s;
-        }
-        .format-tab:hover {
-            background: #444;
-            color: #ccc;
-        }
-        .format-tab.active {
-            background: #3b82f6;
-            color: #fff;
-        }
-        .format-tab:disabled {
-            opacity: 0.4;
-            cursor: not-allowed;
-        }
-        .data-modal-content {
-            white-space: pre-wrap;
-            word-wrap: break-word;
-            line-height: 1.5;
-        }
-        .data-modal-content.text-content {
-            line-height: 1;
-            white-space: pre;
-            word-wrap: normal;
-            overflow-x: auto;
-            padding-right: 20px;
-        }
-        .data-modal-content.html-content {
-            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
-            background: #1e1e1e;
-            color: #d4d4d4;
-            padding: 12px;
-            border-radius: 4px;
-        }
-        .data-modal-content.html-content table {
-            border-collapse: collapse;
-            width: 100%;
-        }
-        .data-modal-content.html-content th,
-        .data-modal-content.html-content td {
-            border: 1px solid #444;
-            padding: 8px 12px;
-            text-align: left;
-        }
-        .data-modal-content.html-content th {
-            background: #252a30;
-            color: #e0e0e0;
-            font-weight: 600;
-        }
-        .data-modal-content.html-content tr:hover {
-            background: #2a2530;
-        }
-        .data-modal-overlay {
-            position: fixed;
-            top: 0;
-            left: 0;
-            width: 100%;
-            height: 100%;
-            background: rgba(0, 0, 0, 0.5);
-            z-index: 999;
-            display: none;
-        }
-        .clickable-stuff {
-            cursor: pointer !important;
-        }
-        .clickable-stuff:hover {
-            filter: brightness(1.1);
-        }
-    </style>
-</head>
-<body>
-    <div class="header">
-        <h1>Dataflow: graphspec</h1>
-        <div class="theme-selector">
-            <label for="theme-select">Theme:</label>
-            <select id="theme-select">
-                <option value="default">Default</option>
-                <option value="dark">Dark</option>
-                <option value="forest">Forest</option>
-                <option value="neutral">Neutral</option>
-                <option value="base">Base</option>
-            </select>
-        </div>
-    </div>
-    <div class="mermaid-container">
-        <div class="mermaid" id="mermaid-diagram">
-flowchart TD
-    %% Pipe nodes
-    n_ec4b74880e["analyze_cv"]:::pipe
-    n_8893ab3654["analyze_cv"]:::pipe
-    n_fd0528b4ef["analyze_job_requirements"]:::pipe
-    n_1a61f657ec["analyze_match"]:::pipe
-    n_7abb594330["analyze_match"]:::pipe
-    n_2eda08dfa5["extract_cv"]:::pipe
-    n_ec4eff0ce7["extract_cv"]:::pipe
-    n_b850f85f50["extract_job_offer"]:::pipe
-
-    %% Stuff nodes (data items)
-    s_dc8e9682f0(["candidate_profile<br/>CandidateProfile"]):::stuff
-    s_44444fe85a(["candidate_profile<br/>CandidateProfile"]):::stuff
-    s_385e2c2510(["cv_pages<br/>Page"]):::stuff
-    s_451643b0ff(["cv_pages<br/>Page"]):::stuff
-    s_c8adf02cf5(["cv_pdf<br/>PDF"]):::stuff
-    s_b82bebd560(["cv_pdf<br/>PDF"]):::stuff
-    s_482a2528d9(["job_offer_pages<br/>Page"]):::stuff
-    s_4a6729ed7a(["job_offer_pdf<br/>PDF"]):::stuff
-    s_b6910d1cd9(["job_requirements<br/>JobRequirements"]):::stuff
-    s_15dd06fe68(["match_analysis<br/>MatchAnalysis"]):::stuff
-    s_c448a753f6(["match_analysis<br/>MatchAnalysis"]):::stuff
-
-    %% Data flow edges: producer -> stuff -> consumer
-    n_7abb594330 --> s_15dd06fe68
-    n_1a61f657ec --> s_c448a753f6
-    n_b850f85f50 --> s_482a2528d9
-    n_ec4eff0ce7 --> s_451643b0ff
-    n_ec4b74880e --> s_44444fe85a
-    n_8893ab3654 --> s_dc8e9682f0
-    n_fd0528b4ef --> s_b6910d1cd9
-    n_2eda08dfa5 --> s_385e2c2510
-    s_482a2528d9 --> n_fd0528b4ef
-    s_c8adf02cf5 --> n_2eda08dfa5
-    s_b82bebd560 --> n_ec4eff0ce7
-    s_451643b0ff --> n_ec4b74880e
-    s_44444fe85a --> n_1a61f657ec
-    s_dc8e9682f0 --> n_7abb594330
-    s_b6910d1cd9 --> n_1a61f657ec
-    s_b6910d1cd9 --> n_7abb594330
-    s_385e2c2510 --> n_8893ab3654
-    s_4a6729ed7a --> n_b850f85f50
-
-    %% Style definitions
-    classDef pipe fill:#e6f3ff,stroke:#0066cc
-    classDef pipe_failed fill:#ffcccc,stroke:#cc0000
-    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px
-        </div>
-    </div>
-    <p class="hint">Click on data nodes (orange pills) to view their full content</p>
-    <div class="data-modal-overlay" id="modal-overlay"></div>
-    <div class="data-modal" id="data-modal">
-        <div class="data-modal-header">
-            <span class="data-modal-title" id="modal-title">Data Content</span>
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-        // Embedded stuff data from graph (all formats)
-        const stuffDataJson = {"s_b94e399ab9": {"items": [{"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}]}, "s_4a6729ed7a": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_15d74c362d": {"items": [{"url": "data/CVx5/CV-01.pdf"}, {"url": "data/CVx5/CV-02.pdf"}]}, "s_482a2528d9": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_b6910d1cd9": {"required_skills": "rPFrGsEsxuZQIKohoNZE", "responsibilities": "npHVIfutLhgfyYqytjzQ", "qualifications": "FmfQxeLzEftxRnfQTHwB", "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"}, "s_15dd06fe68": {"match_score": 358.691598511879, "strengths": "boneiiNAiKnZkUtySttm", "gaps": "WIodADYSxbcGGffJwirS", "overall_assessment": "AMSfxghBitqExjCgUFiq"}, "s_c8adf02cf5": {"url": "data/CVx5/CV-01.pdf"}, "s_385e2c2510": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_dc8e9682f0": {"skills": "MkvbtMmnWIApjOdwjqRx", "experience": "CFJgKeyHQNCjJdfLSPxM", "education": "DgadhTXsoWfCwZbIuLUA", "achievements": "iUfzQOZenwnYorIzpGlU"}, "s_c448a753f6": {"match_score": -61423.1314225705, "strengths": "gPmfVOzopfdPwtWNZvbU", "gaps": "vJDfvwBFBIreWcfnfiUf", "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"}, "s_b82bebd560": {"url": "data/CVx5/CV-02.pdf"}, "s_451643b0ff": {"items": [{"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "DRY RUN: OCR text"}, "images": []}, "page_view": null}]}, "s_44444fe85a": {"skills": "uFnIkwWXWoQibNMkfUbx", "experience": "WYxdaxuLRghrJVNTcevU", "education": "NympQPOkbWDKTmvSUGde", "achievements": "LfHsHyIQynfTWoopagTv"}};
-        const stuffDataText = {"s_b94e399ab9": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 vJDfvwBFBIreWcfnfiUf              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n", "s_4a6729ed7a": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_15d74c362d": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_482a2528d9": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_b6910d1cd9": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n", "s_15dd06fe68": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n", "s_c8adf02cf5": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_385e2c2510": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_dc8e9682f0": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n", "s_c448a753f6": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n", "s_b82bebd560": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_451643b0ff": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_44444fe85a": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n"};
-        const stuffDataHtml = {"s_b94e399ab9": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>", "s_4a6729ed7a": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_15d74c362d": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>", "s_482a2528d9": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_b6910d1cd9": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>", "s_15dd06fe68": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>", "s_c8adf02cf5": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_385e2c2510": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_dc8e9682f0": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>", "s_c448a753f6": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>", "s_b82bebd560": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>", "s_451643b0ff": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_44444fe85a": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>"};
-        const stuffMetadata = {"s_b94e399ab9": {"name": "match_analyses", "concept": "MatchAnalysis"}, "s_4a6729ed7a": {"name": "job_offer_pdf", "concept": "Document"}, "s_15d74c362d": {"name": "cvs", "concept": "Document"}, "s_482a2528d9": {"name": "job_offer_pages", "concept": "Page"}, "s_b6910d1cd9": {"name": "job_requirements", "concept": "JobRequirements"}, "s_15dd06fe68": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_c8adf02cf5": {"name": "cv_pdf", "concept": "Document"}, "s_385e2c2510": {"name": "cv_pages", "concept": "Page"}, "s_dc8e9682f0": {"name": "candidate_profile", "concept": "CandidateProfile"}, "s_c448a753f6": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_b82bebd560": {"name": "cv_pdf", "concept": "Document"}, "s_451643b0ff": {"name": "cv_pages", "concept": "Page"}, "s_44444fe85a": {"name": "candidate_profile", "concept": "CandidateProfile"}};
-        const mermaidCode = `flowchart TD
-    %% Pipe nodes
-    n_ec4b74880e["analyze_cv"]:::pipe
-    n_8893ab3654["analyze_cv"]:::pipe
-    n_fd0528b4ef["analyze_job_requirements"]:::pipe
-    n_1a61f657ec["analyze_match"]:::pipe
-    n_7abb594330["analyze_match"]:::pipe
-    n_2eda08dfa5["extract_cv"]:::pipe
-    n_ec4eff0ce7["extract_cv"]:::pipe
-    n_b850f85f50["extract_job_offer"]:::pipe
-
-    %% Stuff nodes (data items)
-    s_dc8e9682f0(["candidate_profile<br/>CandidateProfile"]):::stuff
-    s_44444fe85a(["candidate_profile<br/>CandidateProfile"]):::stuff
-    s_385e2c2510(["cv_pages<br/>Page"]):::stuff
-    s_451643b0ff(["cv_pages<br/>Page"]):::stuff
-    s_c8adf02cf5(["cv_pdf<br/>PDF"]):::stuff
-    s_b82bebd560(["cv_pdf<br/>PDF"]):::stuff
-    s_482a2528d9(["job_offer_pages<br/>Page"]):::stuff
-    s_4a6729ed7a(["job_offer_pdf<br/>PDF"]):::stuff
-    s_b6910d1cd9(["job_requirements<br/>JobRequirements"]):::stuff
-    s_15dd06fe68(["match_analysis<br/>MatchAnalysis"]):::stuff
-    s_c448a753f6(["match_analysis<br/>MatchAnalysis"]):::stuff
-
-    %% Data flow edges: producer -> stuff -> consumer
-    n_7abb594330 --> s_15dd06fe68
-    n_1a61f657ec --> s_c448a753f6
-    n_b850f85f50 --> s_482a2528d9
-    n_ec4eff0ce7 --> s_451643b0ff
-    n_ec4b74880e --> s_44444fe85a
-    n_8893ab3654 --> s_dc8e9682f0
-    n_fd0528b4ef --> s_b6910d1cd9
-    n_2eda08dfa5 --> s_385e2c2510
-    s_482a2528d9 --> n_fd0528b4ef
-    s_c8adf02cf5 --> n_2eda08dfa5
-    s_b82bebd560 --> n_ec4eff0ce7
-    s_451643b0ff --> n_ec4b74880e
-    s_44444fe85a --> n_1a61f657ec
-    s_dc8e9682f0 --> n_7abb594330
-    s_b6910d1cd9 --> n_1a61f657ec
-    s_b6910d1cd9 --> n_7abb594330
-    s_385e2c2510 --> n_8893ab3654
-    s_4a6729ed7a --> n_b850f85f50
-
-    %% Style definitions
-    classDef pipe fill:#e6f3ff,stroke:#0066cc
-    classDef pipe_failed fill:#ffcccc,stroke:#cc0000
-    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px`;
-
-        // Track current state
-        let currentStuffId = null;
-        let currentFormat = 'html';
-        let currentTheme = 'default';
-
-        // Theme-specific color palettes for custom node styling
-        const themePalettes = {
-            default: {
-                page: { bg: '#f8fafc', text: '#1e293b', label: '#64748b', border: '#cbd5e1',
-                        borderHover: '#94a3b8', selectBg: 'white', containerBg: 'white' },
-                failed: { fill: '#fee2e2', stroke: '#dc2626' },
-                controller: { fill: '#dbeafe', stroke: '#2563eb' },
-                pipe: { fill: '#dbeafe', stroke: '#2563eb' },
-                stuff: { fill: '#fef3c7', stroke: '#d97706' },
-                subgraph: ['#eff6ff', '#ecfdf5', '#fefce8', '#fdf4ff', '#f0fdfa']
-            },
-            dark: {
-                page: { bg: '#1a1a2e', text: '#e0f7fa', label: '#80deea', border: '#2d4a5a',
-                        borderHover: '#00bcd4', selectBg: '#2d4a5a', containerBg: '#16213e' },
-                failed: { fill: '#3a1a1a', stroke: '#ff5252' },
-                controller: { fill: '#1a3a4a', stroke: '#00e5ff' },
-                pipe: { fill: '#1a3a4a', stroke: '#00e5ff' },
-                stuff: { fill: '#2a1a3a', stroke: '#ff4081' },
-                subgraph: ['#1e3a4a', '#1a3a3a', '#2a3a4a', '#1a2a4a', '#2a4a4a']
-            },
-            forest: {
-                page: { bg: '#f0fdf4', text: '#14532d', label: '#166534', border: '#86efac',
-                        borderHover: '#4ade80', selectBg: 'white', containerBg: '#fafffe' },
-                failed: { fill: '#fecaca', stroke: '#b91c1c' },
-                controller: { fill: '#dcfce7', stroke: '#16a34a' },
-                pipe: { fill: '#dcfce7', stroke: '#16a34a' },
-                stuff: { fill: '#fef9c3', stroke: '#ca8a04' },
-                subgraph: ['#d1fae5', '#bbf7d0', '#d9f99d', '#fef08a', '#a7f3d0']
-            },
-            neutral: {
-                page: { bg: '#fafafa', text: '#171717', label: '#525252', border: '#d4d4d4',
-                        borderHover: '#a3a3a3', selectBg: 'white', containerBg: 'white' },
-                failed: { fill: '#fecaca', stroke: '#991b1b' },
-                controller: { fill: '#e5e5e5', stroke: '#525252' },
-                pipe: { fill: '#e5e5e5', stroke: '#525252' },
-                stuff: { fill: '#fef3c7', stroke: '#92400e' },
-                subgraph: ['#f5f5f5', '#e5e5e5', '#fafaf9', '#f5f5f4', '#fafafa']
-            },
-            base: {
-                page: { bg: '#fff', text: '#18181b', label: '#52525b', border: '#e4e4e7',
-                        borderHover: '#a1a1aa', selectBg: 'white', containerBg: '#fafafa' },
-                failed: { fill: '#ffe4e6', stroke: '#e11d48' },
-                controller: { fill: '#e0f2fe', stroke: '#0284c7' },
-                pipe: { fill: '#e0f2fe', stroke: '#0284c7' },
-                stuff: { fill: '#ffedd5', stroke: '#ea580c' },
-                subgraph: ['#f0f9ff', '#f0fdf4', '#fffbeb', '#fdf4ff', '#ecfeff']
-            }
-        };
-
-        function applyPageTheme(theme) {
-            const palette = themePalettes[theme]?.page || themePalettes.default.page;
-            document.documentElement.style.setProperty('--bg-color', palette.bg);
-            document.documentElement.style.setProperty('--text-color', palette.text);
-            document.documentElement.style.setProperty('--label-color', palette.label);
-            document.documentElement.style.setProperty('--border-color', palette.border);
-            document.documentElement.style.setProperty('--border-hover', palette.borderHover);
-            document.documentElement.style.setProperty('--select-bg', palette.selectBg);
-            document.documentElement.style.setProperty('--container-bg', palette.containerBg);
-        }
-
-        function applyThemeColors(code, theme) {
-            const palette = themePalettes[theme] || themePalettes.default;
-            let result = code;
-
-            // Replace classDef colors
-            result = result.replace(
-                /classDef\s+failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+controller\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef controller fill:${palette.controller.fill},stroke:${palette.controller.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+pipe\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef pipe fill:${palette.pipe.fill},stroke:${palette.pipe.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+pipe_failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef pipe_failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+stuff\s+fill:[^,]+,stroke:[^,]+/g,
-                `classDef stuff fill:${palette.stuff.fill},stroke:${palette.stuff.stroke}`
-            );
-
-            // Replace subgraph fill colors (style sg_xxx fill:#xxx)
-            const subgraphColors = palette.subgraph;
-            let colorIndex = 0;
-            result = result.replace(
-                /style\s+(sg_[^\s]+)\s+fill:#[a-fA-F0-9]+/g,
-                (match, subgraphId) => {
-                    const color = subgraphColors[colorIndex % subgraphColors.length];
-                    colorIndex++;
-                    return `style ${subgraphId} fill:${color}`;
-                }
-            );
-
-            return result;
-        }
-
-        function initMermaid(theme) {
-            mermaid.initialize({
-                startOnLoad: false,
-                theme: theme,
-                flowchart: {
-                    useMaxWidth: true,
-                    htmlLabels: true,
-                    curve: 'basis'
-                }
-            });
-        }
-
-        function attachClickHandlers() {
-            // Wait for mermaid to render, then attach click handlers
-            setTimeout(() => {
-                const svgContainer = document.querySelector('.mermaid svg');
-                if (!svgContainer) return;
-
-                // Find nodes by their flowchart IDs - use any available data source
-                const allStuffIds = new Set([
-                    ...Object.keys(stuffDataJson || {}),
-                    ...Object.keys(stuffDataText || {}),
-                    ...Object.keys(stuffDataHtml || {})
-                ]);
-
-                for (const stuffId of allStuffIds) {
-                    // Mermaid generates IDs like 'flowchart-s_xxx-123'
-                    const nodes = svgContainer.querySelectorAll(`[id^="flowchart-${stuffId}"]`);
-                    nodes.forEach(node => {
-                        node.classList.add('clickable-stuff');
-                        node.addEventListener('click', (e) => {
-                            e.stopPropagation();
-                            showModal(stuffId);
-                        });
-                    });
-                }
-            }, 500);
-        }
-
-        async function renderDiagram(theme) {
-            const container = document.getElementById('mermaid-diagram');
-            const themedCode = applyThemeColors(mermaidCode, theme);
-            container.innerHTML = themedCode;
-            container.removeAttribute('data-processed');
-            applyPageTheme(theme);
-            initMermaid(theme);
-            await mermaid.run({ nodes: [container] });
-            attachClickHandlers();
-        }
-
-        // Set initial theme in dropdown
-        document.getElementById('theme-select').value = currentTheme;
-
-        // Handle theme change
-        document.getElementById('theme-select').addEventListener('change', async (e) => {
-            currentTheme = e.target.value;
-            await renderDiagram(currentTheme);
-        });
-
-        // Initial render on page load
-        renderDiagram(currentTheme);
-
-        // Set up format tab handlers
-        document.querySelectorAll('.format-tab').forEach(tab => {
-            tab.addEventListener('click', () => {
-                if (tab.disabled) return;
-                const format = tab.dataset.format;
-                setFormat(format);
-            });
-        });
-
-        function setFormat(format) {
-            currentFormat = format;
-            // Update tab styling
-            document.querySelectorAll('.format-tab').forEach(t => t.classList.remove('active'));
-            document.getElementById(`tab-${format}`).classList.add('active');
-            // Re-render content if modal is open
-            if (currentStuffId) {
-                renderContent(currentStuffId, format);
-            }
-        }
-
-        function renderContent(stuffId, format) {
-            const content = document.getElementById('modal-content');
-            content.classList.remove('html-content', 'text-content');
-
-            if (format === 'json') {
-                const data = stuffDataJson?.[stuffId];
-                content.innerHTML = '';
-                content.textContent = data ? JSON.stringify(data, null, 2) : 'No JSON data available';
-            } else if (format === 'text') {
-                const data = stuffDataText?.[stuffId];
-                content.classList.add('text-content');
-                content.innerHTML = '';
-                content.textContent = data || 'No text data available';
-            } else if (format === 'html') {
-                const data = stuffDataHtml?.[stuffId];
-                if (data) {
-                    content.classList.add('html-content');
-                    content.innerHTML = data;
-                } else {
-                    content.innerHTML = '';
-                    content.textContent = 'No HTML data available';
-                }
-            }
-        }
-
-        function updateTabAvailability(stuffId) {
-            const jsonTab = document.getElementById('tab-json');
-            const textTab = document.getElementById('tab-text');
-            const htmlTab = document.getElementById('tab-html');
-
-            jsonTab.disabled = !stuffDataJson?.[stuffId];
-            textTab.disabled = !stuffDataText?.[stuffId];
-            htmlTab.disabled = !stuffDataHtml?.[stuffId];
-
-            // Find first available format (HTML -> JSON -> Pretty)
-            if (!htmlTab.disabled) return 'html';
-            if (!jsonTab.disabled) return 'json';
-            if (!textTab.disabled) return 'text';
-            return 'html';
-        }
-
-        function showModal(stuffId) {
-            currentStuffId = stuffId;
-            const modal = document.getElementById('data-modal');
-            const overlay = document.getElementById('modal-overlay');
-            const title = document.getElementById('modal-title');
-
-            // Build title from metadata (name + concept as primary, ID as secondary)
-            const meta = stuffMetadata?.[stuffId];
-            if (meta && (meta.name || meta.concept)) {
-                const primaryParts = [];
-                if (meta.name) primaryParts.push(meta.name);
-                if (meta.concept) primaryParts.push(`(${meta.concept})`);
-                const primary = `<span class="data-modal-title-primary">${primaryParts.join(' ')}</span>`;
-                const secondary = `<span class="data-modal-title-secondary">${stuffId}</span>`;
-                title.innerHTML = primary + secondary;
-            } else {
-                title.innerHTML = `<span class="data-modal-title-primary">${stuffId}</span>`;
-            }
-
-            // Update tab availability and select best format
-            const availableFormat = updateTabAvailability(stuffId);
-
-            // If current format is not available, switch to available one
-            const currentTab = document.getElementById(`tab-${currentFormat}`);
-            if (currentTab.disabled) {
-                setFormat(availableFormat);
-            } else {
-                renderContent(stuffId, currentFormat);
-            }
-
-            modal.style.display = 'block';
-            overlay.style.display = 'block';
-        }
-
-        function hideModal() {
-            document.getElementById('data-modal').style.display = 'none';
-            document.getElementById('modal-overlay').style.display = 'none';
-            currentStuffId = null;
-        }
-
-        // Get current content based on format
-        function getCurrentContent() {
-            if (!currentStuffId) return null;
-
-            if (currentFormat === 'json') {
-                const data = stuffDataJson?.[currentStuffId];
-                if (!data) return null;
-                return { content: JSON.stringify(data, null, 2), ext: 'json', mime: 'application/json' };
-            } else if (currentFormat === 'text') {
-                const data = stuffDataText?.[currentStuffId];
-                if (!data) return null;
-                return { content: data, ext: 'txt', mime: 'text/plain' };
-            } else if (currentFormat === 'html') {
-                const data = stuffDataHtml?.[currentStuffId];
-                if (!data) return null;
-                return { content: data, ext: 'html', mime: 'text/html' };
-            }
-            return null;
-        }
-
-        // Copy content to clipboard
-        function copyContent() {
-            const data = getCurrentContent();
-            if (!data) return;
-
-            navigator.clipboard.writeText(data.content).then(() => {
-                const btn = document.getElementById('copy-btn');
-                const checkIcon = '<svg viewBox="0 0 24 24">' +
-                    '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
-                const copyIcon = '<svg viewBox="0 0 24 24">' +
-                    '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
-                    'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
-                    'm0 16H8V7h11v14z"/></svg>';
-                btn.innerHTML = checkIcon;
-                btn.classList.add('copied');
-                setTimeout(() => {
-                    btn.innerHTML = copyIcon;
-                    btn.classList.remove('copied');
-                }, 1500);
-            });
-        }
-
-        // Download content as file
-        function downloadContent() {
-            const data = getCurrentContent();
-            if (!data) return;
-
-            // Get name from metadata or use ID
-            const meta = stuffMetadata?.[currentStuffId];
-            const baseName = meta?.name || currentStuffId || 'data';
-            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
-
-            const blob = new Blob([data.content], { type: data.mime });
-            const url = URL.createObjectURL(blob);
-            const link = document.createElement('a');
-            link.href = url;
-            link.download = filename;
-            document.body.appendChild(link);
-            link.click();
-            document.body.removeChild(link);
-            URL.revokeObjectURL(url);
-        }
-
-        // Close modal when clicking overlay
-        document.getElementById('modal-overlay').addEventListener('click', hideModal);
-
-        // Close modal with Escape key
-        document.addEventListener('keydown', (e) => {
-            if (e.key === 'Escape') hideModal();
-        });
-    </script>
-</body>
-</html>
diff --git a/test_graphs/orchestration.html b/test_graphs/orchestration.html
deleted file mode 100644
index a8168f4..0000000
--- a/test_graphs/orchestration.html
+++ /dev/null
@@ -1,274 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Orchestration: graphspec</title>
-    <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>
-    <style>
-        body {
-            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
-            margin: 0;
-            padding: 20px;
-            background-color: var(--bg-color, #f5f5f5);
-            transition: background-color 0.3s;
-        }
-        .header {
-            display: flex;
-            justify-content: space-between;
-            align-items: center;
-            margin-bottom: 20px;
-        }
-        h1 {
-            color: var(--text-color, #333);
-            margin: 0;
-            transition: color 0.3s;
-        }
-        .theme-selector {
-            display: flex;
-            align-items: center;
-            gap: 8px;
-        }
-        .theme-selector label {
-            font-size: 14px;
-            color: var(--label-color, #666);
-            transition: color 0.3s;
-        }
-        .theme-selector select {
-            padding: 6px 12px;
-            border-radius: 6px;
-            border: 1px solid var(--border-color, #ccc);
-            background: var(--select-bg, white);
-            color: var(--text-color, #333);
-            font-size: 14px;
-            cursor: pointer;
-            transition: all 0.3s;
-        }
-        .theme-selector select:hover {
-            border-color: var(--border-hover, #999);
-        }
-        .mermaid-container {
-            background-color: var(--container-bg, white);
-            border-radius: 8px;
-            padding: 20px;
-            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
-            transition: background-color 0.3s;
-        }
-        .mermaid {
-            display: flex;
-            justify-content: center;
-        }
-    </style>
-</head>
-<body>
-    <div class="header">
-        <h1>Orchestration: graphspec</h1>
-        <div class="theme-selector">
-            <label for="theme-select">Theme:</label>
-            <select id="theme-select">
-                <option value="default">Default</option>
-                <option value="dark">Dark</option>
-                <option value="forest">Forest</option>
-                <option value="neutral">Neutral</option>
-                <option value="base">Base</option>
-            </select>
-        </div>
-    </div>
-    <div class="mermaid-container">
-        <div class="mermaid" id="mermaid-diagram">
-flowchart TD
-    subgraph sg_n_d999b567cb["analyze_cvs_for_job_offer"]
-        subgraph sg_n_73e92e657c["process_cv_batch"]
-            subgraph sg_n_a39a037228["process_cv"]
-                n_8893ab3654["analyze_cv"]
-                n_7abb594330["analyze_match"]
-                n_2eda08dfa5["extract_cv"]
-            end
-            subgraph sg_n_46a5b90c7e["process_cv"]
-                n_ec4b74880e["analyze_cv"]
-                n_1a61f657ec["analyze_match"]
-                n_ec4eff0ce7["extract_cv"]
-            end
-        end
-        n_fd0528b4ef["analyze_job_requirements"]
-        n_b850f85f50["extract_job_offer"]
-    end
-
-    %% Style definitions
-    classDef failed fill:#ffcccc,stroke:#cc0000
-    classDef controller fill:#e6f3ff,stroke:#0066cc
-
-    %% Subgraph depth-based coloring
-    style sg_n_46a5b90c7e fill:#fffde6
-    style sg_n_73e92e657c fill:#e6ffe6
-    style sg_n_a39a037228 fill:#fffde6
-    style sg_n_d999b567cb fill:#e6f3ff
-        </div>
-    </div>
-    <script>
-        const mermaidCode = `flowchart TD
-    subgraph sg_n_d999b567cb["analyze_cvs_for_job_offer"]
-        subgraph sg_n_73e92e657c["process_cv_batch"]
-            subgraph sg_n_a39a037228["process_cv"]
-                n_8893ab3654["analyze_cv"]
-                n_7abb594330["analyze_match"]
-                n_2eda08dfa5["extract_cv"]
-            end
-            subgraph sg_n_46a5b90c7e["process_cv"]
-                n_ec4b74880e["analyze_cv"]
-                n_1a61f657ec["analyze_match"]
-                n_ec4eff0ce7["extract_cv"]
-            end
-        end
-        n_fd0528b4ef["analyze_job_requirements"]
-        n_b850f85f50["extract_job_offer"]
-    end
-
-    %% Style definitions
-    classDef failed fill:#ffcccc,stroke:#cc0000
-    classDef controller fill:#e6f3ff,stroke:#0066cc
-
-    %% Subgraph depth-based coloring
-    style sg_n_46a5b90c7e fill:#fffde6
-    style sg_n_73e92e657c fill:#e6ffe6
-    style sg_n_a39a037228 fill:#fffde6
-    style sg_n_d999b567cb fill:#e6f3ff`;
-        let currentTheme = 'default';
-
-        // Theme-specific color palettes for custom node styling
-        const themePalettes = {
-            default: {
-                page: { bg: '#f8fafc', text: '#1e293b', label: '#64748b', border: '#cbd5e1',
-                        borderHover: '#94a3b8', selectBg: 'white', containerBg: 'white' },
-                failed: { fill: '#fee2e2', stroke: '#dc2626' },
-                controller: { fill: '#dbeafe', stroke: '#2563eb' },
-                pipe: { fill: '#dbeafe', stroke: '#2563eb' },
-                stuff: { fill: '#fef3c7', stroke: '#d97706' },
-                subgraph: ['#eff6ff', '#ecfdf5', '#fefce8', '#fdf4ff', '#f0fdfa']
-            },
-            dark: {
-                page: { bg: '#1a1a2e', text: '#e0f7fa', label: '#80deea', border: '#2d4a5a',
-                        borderHover: '#00bcd4', selectBg: '#2d4a5a', containerBg: '#16213e' },
-                failed: { fill: '#3a1a1a', stroke: '#ff5252' },
-                controller: { fill: '#1a3a4a', stroke: '#00e5ff' },
-                pipe: { fill: '#1a3a4a', stroke: '#00e5ff' },
-                stuff: { fill: '#2a1a3a', stroke: '#ff4081' },
-                subgraph: ['#1e3a4a', '#1a3a3a', '#2a3a4a', '#1a2a4a', '#2a4a4a']
-            },
-            forest: {
-                page: { bg: '#f0fdf4', text: '#14532d', label: '#166534', border: '#86efac',
-                        borderHover: '#4ade80', selectBg: 'white', containerBg: '#fafffe' },
-                failed: { fill: '#fecaca', stroke: '#b91c1c' },
-                controller: { fill: '#dcfce7', stroke: '#16a34a' },
-                pipe: { fill: '#dcfce7', stroke: '#16a34a' },
-                stuff: { fill: '#fef9c3', stroke: '#ca8a04' },
-                subgraph: ['#d1fae5', '#bbf7d0', '#d9f99d', '#fef08a', '#a7f3d0']
-            },
-            neutral: {
-                page: { bg: '#fafafa', text: '#171717', label: '#525252', border: '#d4d4d4',
-                        borderHover: '#a3a3a3', selectBg: 'white', containerBg: 'white' },
-                failed: { fill: '#fecaca', stroke: '#991b1b' },
-                controller: { fill: '#e5e5e5', stroke: '#525252' },
-                pipe: { fill: '#e5e5e5', stroke: '#525252' },
-                stuff: { fill: '#fef3c7', stroke: '#92400e' },
-                subgraph: ['#f5f5f5', '#e5e5e5', '#fafaf9', '#f5f5f4', '#fafafa']
-            },
-            base: {
-                page: { bg: '#fff', text: '#18181b', label: '#52525b', border: '#e4e4e7',
-                        borderHover: '#a1a1aa', selectBg: 'white', containerBg: '#fafafa' },
-                failed: { fill: '#ffe4e6', stroke: '#e11d48' },
-                controller: { fill: '#e0f2fe', stroke: '#0284c7' },
-                pipe: { fill: '#e0f2fe', stroke: '#0284c7' },
-                stuff: { fill: '#ffedd5', stroke: '#ea580c' },
-                subgraph: ['#f0f9ff', '#f0fdf4', '#fffbeb', '#fdf4ff', '#ecfeff']
-            }
-        };
-
-        function applyPageTheme(theme) {
-            const palette = themePalettes[theme]?.page || themePalettes.default.page;
-            document.documentElement.style.setProperty('--bg-color', palette.bg);
-            document.documentElement.style.setProperty('--text-color', palette.text);
-            document.documentElement.style.setProperty('--label-color', palette.label);
-            document.documentElement.style.setProperty('--border-color', palette.border);
-            document.documentElement.style.setProperty('--border-hover', palette.borderHover);
-            document.documentElement.style.setProperty('--select-bg', palette.selectBg);
-            document.documentElement.style.setProperty('--container-bg', palette.containerBg);
-        }
-
-        function applyThemeColors(code, theme) {
-            const palette = themePalettes[theme] || themePalettes.default;
-            let result = code;
-
-            // Replace classDef colors
-            result = result.replace(
-                /classDef\s+failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+controller\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef controller fill:${palette.controller.fill},stroke:${palette.controller.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+pipe\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef pipe fill:${palette.pipe.fill},stroke:${palette.pipe.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+pipe_failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
-                `classDef pipe_failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
-            );
-            result = result.replace(
-                /classDef\s+stuff\s+fill:[^,]+,stroke:[^,]+/g,
-                `classDef stuff fill:${palette.stuff.fill},stroke:${palette.stuff.stroke}`
-            );
-
-            // Replace subgraph fill colors (style sg_xxx fill:#xxx)
-            const subgraphColors = palette.subgraph;
-            let colorIndex = 0;
-            result = result.replace(
-                /style\s+(sg_[^\s]+)\s+fill:#[a-fA-F0-9]+/g,
-                (match, subgraphId) => {
-                    const color = subgraphColors[colorIndex % subgraphColors.length];
-                    colorIndex++;
-                    return `style ${subgraphId} fill:${color}`;
-                }
-            );
-
-            return result;
-        }
-
-        function initMermaid(theme) {
-            mermaid.initialize({
-                startOnLoad: false,
-                theme: theme,
-                flowchart: {
-                    useMaxWidth: true,
-                    htmlLabels: true,
-                    curve: 'basis'
-                }
-            });
-        }
-
-        async function renderDiagram(theme) {
-            const container = document.getElementById('mermaid-diagram');
-            const themedCode = applyThemeColors(mermaidCode, theme);
-            container.innerHTML = themedCode;
-            container.removeAttribute('data-processed');
-            applyPageTheme(theme);
-            initMermaid(theme);
-            await mermaid.run({ nodes: [container] });
-        }
-
-        // Set initial theme in dropdown
-        document.getElementById('theme-select').value = currentTheme;
-
-        // Handle theme change
-        document.getElementById('theme-select').addEventListener('change', async (e) => {
-            currentTheme = e.target.value;
-            await renderDiagram(currentTheme);
-        });
-
-        // Initial render on page load
-        renderDiagram(currentTheme);
-    </script>
-</body>
-</html>
diff --git a/test_graphs/reactflow.html b/test_graphs/reactflow.html
deleted file mode 100644
index c5d0717..0000000
--- a/test_graphs/reactflow.html
+++ /dev/null
@@ -1,3646 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>ReactFlow: graphspec</title>
-    <!-- React and ReactDOM from CDN -->
-    <script crossorigin src="https://unpkg.com/react@18/umd/react.production.min.js"></script>
-    <script crossorigin src="https://unpkg.com/react-dom@18/umd/react-dom.production.min.js"></script>
-    <!-- ReactFlow from CDN (v11 - using reactflow package for UMD support) -->
-    <script src="https://unpkg.com/reactflow@11.11.4/dist/umd/index.js"></script>
-    <link rel="stylesheet" href="https://unpkg.com/reactflow@11.11.4/dist/style.css">
-    <!-- Dagre for layout -->
-    <script src="https://unpkg.com/dagre@0.8.5/dist/dagre.min.js"></script>
-    <!-- Google Fonts -->
-    <link rel="preconnect" href="https://fonts.googleapis.com">
-    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
-    <link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@500&family=Inter:wght@400;600&display=swap" rel="stylesheet">
-    <style>
-        /* Dark theme (default) */
-        :root, [data-theme="dark"] {
-            --color-bg: #0f172a;
-            --color-surface: #1e293b;
-            --color-surface-hover: #334155;
-            --color-border: #334155;
-            --color-text: #f1f5f9;
-            --color-text-muted: #94a3b8;
-            --color-text-dim: #64748b;
-            --color-accent: #3b82f6;
-            --color-accent-hover: #60a5fa;
-            --color-success: #10b981;
-            --color-success-bg: rgba(16, 185, 129, 0.15);
-            --color-error: #ef4444;
-            --color-error-bg: rgba(239, 68, 68, 0.15);
-            --color-warning: #f59e0b;
-            --color-stuff: #f59e0b;
-            --color-stuff-bg: rgba(245, 158, 11, 0.15);
-            --color-stuff-border: #d97706;
-            --color-stuff-text: #fef3c7;
-            --color-stuff-text-dim: #fcd34d;
-            --color-pipe: #3b82f6;
-            --color-pipe-bg: rgba(59, 130, 246, 0.1);
-            --color-pipe-text: #dbeafe;
-            --color-pipe-failed: #ef4444;
-            --color-pipe-failed-bg: rgba(239, 68, 68, 0.15);
-            --font-sans: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
-            --font-mono: 'JetBrains Mono', 'Monaco', 'Menlo', monospace;
-            --radius-sm: 4px;
-            --radius-md: 8px;
-            --radius-lg: 12px;
-            --radius-pill: 999px;
-            --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.3);
-            --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.4);
-            --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.5);
-        }
-        /* Light theme */
-        [data-theme="light"] {
-            --color-bg: #f8fafc;
-            --color-surface: #ffffff;
-            --color-surface-hover: #f1f5f9;
-            --color-border: #e2e8f0;
-            --color-text: #1e293b;
-            --color-text-muted: #64748b;
-            --color-text-dim: #94a3b8;
-            --color-accent: #3b82f6;
-            --color-accent-hover: #2563eb;
-            --color-success: #10b981;
-            --color-success-bg: rgba(16, 185, 129, 0.1);
-            --color-error: #ef4444;
-            --color-error-bg: rgba(239, 68, 68, 0.1);
-            --color-warning: #f59e0b;
-            --color-stuff: #f59e0b;
-            --color-stuff-bg: rgba(245, 158, 11, 0.1);
-            --color-stuff-border: #d97706;
-            --color-stuff-text: #78350f;
-            --color-stuff-text-dim: #92400e;
-            --color-pipe: #3b82f6;
-            --color-pipe-bg: rgba(59, 130, 246, 0.08);
-            --color-pipe-text: #1e3a8a;
-            --color-pipe-failed: #ef4444;
-            --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
-            --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
-            --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
-            --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
-        }
-        /* System theme - follows OS preference */
-        @media (prefers-color-scheme: light) {
-            [data-theme="system"] {
-                --color-bg: #f8fafc;
-                --color-surface: #ffffff;
-                --color-surface-hover: #f1f5f9;
-                --color-border: #e2e8f0;
-                --color-text: #1e293b;
-                --color-text-muted: #64748b;
-                --color-text-dim: #94a3b8;
-                --color-accent: #3b82f6;
-                --color-accent-hover: #2563eb;
-                --color-success: #10b981;
-                --color-success-bg: rgba(16, 185, 129, 0.1);
-                --color-error: #ef4444;
-                --color-error-bg: rgba(239, 68, 68, 0.1);
-                --color-warning: #f59e0b;
-                --color-stuff: #f59e0b;
-                --color-stuff-bg: rgba(245, 158, 11, 0.1);
-                --color-stuff-border: #d97706;
-                --color-stuff-text: #78350f;
-                --color-stuff-text-dim: #92400e;
-                --color-pipe: #3b82f6;
-                --color-pipe-bg: rgba(59, 130, 246, 0.08);
-                --color-pipe-text: #1e3a8a;
-                --color-pipe-failed: #ef4444;
-                --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
-                --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
-                --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
-                --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
-            }
-        }
-        * { margin: 0; padding: 0; box-sizing: border-box; }
-        body {
-            font-family: var(--font-sans);
-            height: 100vh;
-            overflow: hidden;
-            background: var(--color-bg);
-            color: var(--color-text);
-        }
-        #app-container {
-            display: flex;
-            flex-direction: column;
-            height: 100vh;
-        }
-        .header {
-            display: flex;
-            align-items: center;
-            justify-content: space-between;
-            padding: 12px 20px;
-            background: var(--color-surface);
-            border-bottom: 1px solid var(--color-border);
-            z-index: 100;
-        }
-        .header-left {
-            display: flex;
-            align-items: center;
-            gap: 16px;
-        }
-        .header-logo {
-            height: 28px;
-            width: auto;
-        }
-        .header-logo.dark-logo { display: block; }
-        .header-logo.light-logo { display: none; }
-        [data-theme="light"] .header-logo.dark-logo { display: none; }
-        [data-theme="light"] .header-logo.light-logo { display: block; }
-        @media (prefers-color-scheme: light) {
-            [data-theme="system"] .header-logo.dark-logo { display: none; }
-            [data-theme="system"] .header-logo.light-logo { display: block; }
-        }
-        .header-title {
-            font-size: 14px;
-            color: var(--color-text-muted);
-            font-weight: 500;
-        }
-        .theme-toggle {
-            display: flex;
-            align-items: center;
-            justify-content: center;
-            width: 36px;
-            height: 36px;
-            background: var(--color-surface-hover);
-            border: 1px solid var(--color-border);
-            border-radius: var(--radius-md);
-            cursor: pointer;
-            transition: all 0.15s ease;
-            font-size: 16px;
-            line-height: 1;
-        }
-        .theme-toggle:hover {
-            background: var(--color-accent);
-            border-color: var(--color-accent);
-        }
-        .theme-icon { display: none; }
-        .theme-icon.active { display: inline; }
-        .stat-item {
-            display: flex;
-            align-items: center;
-            gap: 6px;
-            font-size: 13px;
-            color: var(--color-text-muted);
-        }
-        .stat-value {
-            font-weight: 600;
-            color: var(--color-text);
-        }
-        .stat-icon {
-            width: 16px;
-            height: 16px;
-            opacity: 0.7;
-        }
-        #root {
-            flex: 1;
-            width: 100%;
-            overflow: hidden;
-        }
-        .react-flow-container {
-            width: 100%;
-            height: 100%;
-            background: var(--color-bg);
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-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2",
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-        "duration_ms": 10
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-          {
-            "name": "job_offer_pages",
-            "concept": "Page",
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-            "size": null,
-            "digest": "2Q8gF",
-            "data": {
-              "items": [
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
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-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                }
-              ]
-            },
-            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
-            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "job_requirements",
-            "concept": "JobRequirements",
-            "content_type": "JobRequirements",
-            "preview": null,
-            "size": null,
-            "digest": "P4bF9",
-            "data": {
-              "required_skills": "rPFrGsEsxuZQIKohoNZE",
-              "responsibilities": "npHVIfutLhgfyYqytjzQ",
-              "qualifications": "FmfQxeLzEftxRnfQTHwB",
-              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
-            },
-            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
-            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_3",
-      "kind": "controller",
-      "pipe_code": "process_cv_batch",
-      "pipe_type": "PipeBatch",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.296448Z",
-        "ended_at": "2026-01-06T22:53:45.354264Z",
-        "duration_ms": 57
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "cvs",
-            "concept": "Document",
-            "content_type": "ListContent",
-            "preview": null,
-            "size": null,
-            "digest": "3yvCy",
-            "data": {
-              "items": [
-                {
-                  "url": "data/CVx5/CV-01.pdf"
-                },
-                {
-                  "url": "data/CVx5/CV-02.pdf"
-                }
-              ]
-            },
-            "data_text": "           1            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-01.pdf\"                                          \n                        \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n",
-            "data_html": "<table ><thead><tr><th>url</th></tr></thead><tbody><tr><td>data/CVx5/CV-01.pdf</td></tr><tr><td>data/CVx5/CV-02.pdf</td></tr></tbody></table>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "match_analyses",
-            "concept": "MatchAnalysis",
-            "content_type": "ListContent",
-            "preview": null,
-            "size": null,
-            "digest": "FCVHG",
-            "data": {
-              "items": [
-                {
-                  "match_score": 358.691598511879,
-                  "strengths": "boneiiNAiKnZkUtySttm",
-                  "gaps": "WIodADYSxbcGGffJwirS",
-                  "overall_assessment": "AMSfxghBitqExjCgUFiq"
-                },
-                {
-                  "match_score": -61423.1314225705,
-                  "strengths": "gPmfVOzopfdPwtWNZvbU",
-                  "gaps": "vJDfvwBFBIreWcfnfiUf",
-                  "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"
-                }
-              ]
-            },
-            "data_text": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 boneiiNAiKnZkUtySttm              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 AMSfxghBitqExjCgUFiq              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 -61423.1314225705                 \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  strengths                                           \u2502 gPmfVOzopfdPwtWNZvbU              \n         \u2502 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\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  overall_assessment                                  \u2502 gnAFpiwCyPmyQgVOTYrF              \n",
-            "data_html": "<table ><thead><tr><th>match_score</th><th>strengths</th><th>gaps</th><th>overall_assessment</th></tr></thead><tbody><tr><td>358.691598511879</td><td>boneiiNAiKnZkUtySttm</td><td>WIodADYSxbcGGffJwirS</td><td>AMSfxghBitqExjCgUFiq</td></tr><tr><td>-61423.1314225705</td><td>gPmfVOzopfdPwtWNZvbU</td><td>vJDfvwBFBIreWcfnfiUf</td><td>gnAFpiwCyPmyQgVOTYrF</td></tr></tbody></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_4",
-      "kind": "controller",
-      "pipe_code": "process_cv",
-      "pipe_type": "PipeSequence",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.299475Z",
-        "ended_at": "2026-01-06T22:53:45.324566Z",
-        "duration_ms": 25
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "cv_pdf",
-            "concept": "Document",
-            "content_type": "PDFContent",
-            "preview": null,
-            "size": null,
-            "digest": "3yvCy-branch-0",
-            "data": {
-              "url": "data/CVx5/CV-01.pdf"
-            },
-            "data_text": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n",
-            "data_html": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>",
-            "extra": {}
-          },
-          {
-            "name": "job_requirements",
-            "concept": "JobRequirements",
-            "content_type": "JobRequirements",
-            "preview": null,
-            "size": null,
-            "digest": "P4bF9",
-            "data": {
-              "required_skills": "rPFrGsEsxuZQIKohoNZE",
-              "responsibilities": "npHVIfutLhgfyYqytjzQ",
-              "qualifications": "FmfQxeLzEftxRnfQTHwB",
-              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
-            },
-            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
-            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "Batch result 1 of match_analyses",
-            "concept": "MatchAnalysis",
-            "content_type": "MatchAnalysis",
-            "preview": null,
-            "size": null,
-            "digest": "2NdvX-branch-0",
-            "data": {
-              "match_score": 358.691598511879,
-              "strengths": "boneiiNAiKnZkUtySttm",
-              "gaps": "WIodADYSxbcGGffJwirS",
-              "overall_assessment": "AMSfxghBitqExjCgUFiq"
-            },
-            "data_text": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n",
-            "data_html": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_5",
-      "kind": "operator",
-      "pipe_code": "extract_cv",
-      "pipe_type": "PipeExtract",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.301621Z",
-        "ended_at": "2026-01-06T22:53:45.304911Z",
-        "duration_ms": 3
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "cv_pdf",
-            "concept": "Document",
-            "content_type": "PDFContent",
-            "preview": null,
-            "size": null,
-            "digest": "3yvCy-branch-0",
-            "data": {
-              "url": "data/CVx5/CV-01.pdf"
-            },
-            "data_text": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n",
-            "data_html": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "cv_pages",
-            "concept": "Page",
-            "content_type": "ListContent",
-            "preview": null,
-            "size": null,
-            "digest": "QJgkp",
-            "data": {
-              "items": [
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                }
-              ]
-            },
-            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
-            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_6",
-      "kind": "operator",
-      "pipe_code": "analyze_cv",
-      "pipe_type": "PipeLLM",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.305682Z",
-        "ended_at": "2026-01-06T22:53:45.314984Z",
-        "duration_ms": 9
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "cv_pages",
-            "concept": "Page",
-            "content_type": "ListContent",
-            "preview": null,
-            "size": null,
-            "digest": "QJgkp",
-            "data": {
-              "items": [
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                }
-              ]
-            },
-            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
-            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "candidate_profile",
-            "concept": "CandidateProfile",
-            "content_type": "CandidateProfile",
-            "preview": null,
-            "size": null,
-            "digest": "GPhja",
-            "data": {
-              "skills": "MkvbtMmnWIApjOdwjqRx",
-              "experience": "CFJgKeyHQNCjJdfLSPxM",
-              "education": "DgadhTXsoWfCwZbIuLUA",
-              "achievements": "iUfzQOZenwnYorIzpGlU"
-            },
-            "data_text": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n",
-            "data_html": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_7",
-      "kind": "operator",
-      "pipe_code": "analyze_match",
-      "pipe_type": "PipeLLM",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.315783Z",
-        "ended_at": "2026-01-06T22:53:45.324088Z",
-        "duration_ms": 8
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "candidate_profile",
-            "concept": "CandidateProfile",
-            "content_type": "CandidateProfile",
-            "preview": null,
-            "size": null,
-            "digest": "GPhja",
-            "data": {
-              "skills": "MkvbtMmnWIApjOdwjqRx",
-              "experience": "CFJgKeyHQNCjJdfLSPxM",
-              "education": "DgadhTXsoWfCwZbIuLUA",
-              "achievements": "iUfzQOZenwnYorIzpGlU"
-            },
-            "data_text": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n",
-            "data_html": "<table ><tr><th>skills</th><td>MkvbtMmnWIApjOdwjqRx</td></tr><tr><th>experience</th><td>CFJgKeyHQNCjJdfLSPxM</td></tr><tr><th>education</th><td>DgadhTXsoWfCwZbIuLUA</td></tr><tr><th>achievements</th><td>iUfzQOZenwnYorIzpGlU</td></tr></table>",
-            "extra": {}
-          },
-          {
-            "name": "job_requirements",
-            "concept": "JobRequirements",
-            "content_type": "JobRequirements",
-            "preview": null,
-            "size": null,
-            "digest": "P4bF9",
-            "data": {
-              "required_skills": "rPFrGsEsxuZQIKohoNZE",
-              "responsibilities": "npHVIfutLhgfyYqytjzQ",
-              "qualifications": "FmfQxeLzEftxRnfQTHwB",
-              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
-            },
-            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
-            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "match_analysis",
-            "concept": "MatchAnalysis",
-            "content_type": "MatchAnalysis",
-            "preview": null,
-            "size": null,
-            "digest": "2NdvX-branch-0",
-            "data": {
-              "match_score": 358.691598511879,
-              "strengths": "boneiiNAiKnZkUtySttm",
-              "gaps": "WIodADYSxbcGGffJwirS",
-              "overall_assessment": "AMSfxghBitqExjCgUFiq"
-            },
-            "data_text": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n",
-            "data_html": "<table ><tr><th>match_score</th><td>358.691598511879</td></tr><tr><th>strengths</th><td>boneiiNAiKnZkUtySttm</td></tr><tr><th>gaps</th><td>WIodADYSxbcGGffJwirS</td></tr><tr><th>overall_assessment</th><td>AMSfxghBitqExjCgUFiq</td></tr></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_8",
-      "kind": "controller",
-      "pipe_code": "process_cv",
-      "pipe_type": "PipeSequence",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.324576Z",
-        "ended_at": "2026-01-06T22:53:45.351853Z",
-        "duration_ms": 27
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "cv_pdf",
-            "concept": "Document",
-            "content_type": "PDFContent",
-            "preview": null,
-            "size": null,
-            "digest": "3yvCy-branch-1",
-            "data": {
-              "url": "data/CVx5/CV-02.pdf"
-            },
-            "data_text": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n",
-            "data_html": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>",
-            "extra": {}
-          },
-          {
-            "name": "job_requirements",
-            "concept": "JobRequirements",
-            "content_type": "JobRequirements",
-            "preview": null,
-            "size": null,
-            "digest": "P4bF9",
-            "data": {
-              "required_skills": "rPFrGsEsxuZQIKohoNZE",
-              "responsibilities": "npHVIfutLhgfyYqytjzQ",
-              "qualifications": "FmfQxeLzEftxRnfQTHwB",
-              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
-            },
-            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
-            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "Batch result 2 of match_analyses",
-            "concept": "MatchAnalysis",
-            "content_type": "MatchAnalysis",
-            "preview": null,
-            "size": null,
-            "digest": "2NdvX-branch-1",
-            "data": {
-              "match_score": -61423.1314225705,
-              "strengths": "gPmfVOzopfdPwtWNZvbU",
-              "gaps": "vJDfvwBFBIreWcfnfiUf",
-              "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"
-            },
-            "data_text": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n",
-            "data_html": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_9",
-      "kind": "operator",
-      "pipe_code": "extract_cv",
-      "pipe_type": "PipeExtract",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.326777Z",
-        "ended_at": "2026-01-06T22:53:45.330201Z",
-        "duration_ms": 3
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "cv_pdf",
-            "concept": "Document",
-            "content_type": "PDFContent",
-            "preview": null,
-            "size": null,
-            "digest": "3yvCy-branch-1",
-            "data": {
-              "url": "data/CVx5/CV-02.pdf"
-            },
-            "data_text": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n",
-            "data_html": "<a href=\"data/CVx5/CV-02.pdf\" class=\"msg-pdf\">data/CVx5/CV-02.pdf</a>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "cv_pages",
-            "concept": "Page",
-            "content_type": "ListContent",
-            "preview": null,
-            "size": null,
-            "digest": "EfpsU",
-            "data": {
-              "items": [
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                }
-              ]
-            },
-            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
-            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_10",
-      "kind": "operator",
-      "pipe_code": "analyze_cv",
-      "pipe_type": "PipeLLM",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.331002Z",
-        "ended_at": "2026-01-06T22:53:45.341423Z",
-        "duration_ms": 10
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "cv_pages",
-            "concept": "Page",
-            "content_type": "ListContent",
-            "preview": null,
-            "size": null,
-            "digest": "EfpsU",
-            "data": {
-              "items": [
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                },
-                {
-                  "text_and_images": {
-                    "text": {
-                      "text": "DRY RUN: OCR text"
-                    },
-                    "images": []
-                  },
-                  "page_view": null
-                }
-              ]
-            },
-            "data_text": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n",
-            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>DRY RUN: OCR text</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "candidate_profile",
-            "concept": "CandidateProfile",
-            "content_type": "CandidateProfile",
-            "preview": null,
-            "size": null,
-            "digest": "Eyy2s",
-            "data": {
-              "skills": "uFnIkwWXWoQibNMkfUbx",
-              "experience": "WYxdaxuLRghrJVNTcevU",
-              "education": "NympQPOkbWDKTmvSUGde",
-              "achievements": "LfHsHyIQynfTWoopagTv"
-            },
-            "data_text": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n",
-            "data_html": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    },
-    {
-      "node_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_11",
-      "kind": "operator",
-      "pipe_code": "analyze_match",
-      "pipe_type": "PipeLLM",
-      "status": "succeeded",
-      "timing": {
-        "started_at": "2026-01-06T22:53:45.342451Z",
-        "ended_at": "2026-01-06T22:53:45.351377Z",
-        "duration_ms": 8
-      },
-      "node_io": {
-        "inputs": [
-          {
-            "name": "candidate_profile",
-            "concept": "CandidateProfile",
-            "content_type": "CandidateProfile",
-            "preview": null,
-            "size": null,
-            "digest": "Eyy2s",
-            "data": {
-              "skills": "uFnIkwWXWoQibNMkfUbx",
-              "experience": "WYxdaxuLRghrJVNTcevU",
-              "education": "NympQPOkbWDKTmvSUGde",
-              "achievements": "LfHsHyIQynfTWoopagTv"
-            },
-            "data_text": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n",
-            "data_html": "<table ><tr><th>skills</th><td>uFnIkwWXWoQibNMkfUbx</td></tr><tr><th>experience</th><td>WYxdaxuLRghrJVNTcevU</td></tr><tr><th>education</th><td>NympQPOkbWDKTmvSUGde</td></tr><tr><th>achievements</th><td>LfHsHyIQynfTWoopagTv</td></tr></table>",
-            "extra": {}
-          },
-          {
-            "name": "job_requirements",
-            "concept": "JobRequirements",
-            "content_type": "JobRequirements",
-            "preview": null,
-            "size": null,
-            "digest": "P4bF9",
-            "data": {
-              "required_skills": "rPFrGsEsxuZQIKohoNZE",
-              "responsibilities": "npHVIfutLhgfyYqytjzQ",
-              "qualifications": "FmfQxeLzEftxRnfQTHwB",
-              "nice_to_haves": "PEIwUgUGmKUHjVjzjWIw"
-            },
-            "data_text": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n",
-            "data_html": "<table ><tr><th>required_skills</th><td>rPFrGsEsxuZQIKohoNZE</td></tr><tr><th>responsibilities</th><td>npHVIfutLhgfyYqytjzQ</td></tr><tr><th>qualifications</th><td>FmfQxeLzEftxRnfQTHwB</td></tr><tr><th>nice_to_haves</th><td>PEIwUgUGmKUHjVjzjWIw</td></tr></table>",
-            "extra": {}
-          }
-        ],
-        "outputs": [
-          {
-            "name": "match_analysis",
-            "concept": "MatchAnalysis",
-            "content_type": "MatchAnalysis",
-            "preview": null,
-            "size": null,
-            "digest": "2NdvX-branch-1",
-            "data": {
-              "match_score": -61423.1314225705,
-              "strengths": "gPmfVOzopfdPwtWNZvbU",
-              "gaps": "vJDfvwBFBIreWcfnfiUf",
-              "overall_assessment": "gnAFpiwCyPmyQgVOTYrF"
-            },
-            "data_text": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n",
-            "data_html": "<table ><tr><th>match_score</th><td>-61423.1314225705</td></tr><tr><th>strengths</th><td>gPmfVOzopfdPwtWNZvbU</td></tr><tr><th>gaps</th><td>vJDfvwBFBIreWcfnfiUf</td></tr><tr><th>overall_assessment</th><td>gnAFpiwCyPmyQgVOTYrF</td></tr></table>",
-            "extra": {}
-          }
-        ]
-      },
-      "error": null,
-      "tags": {},
-      "metrics": {}
-    }
-  ],
-  "edges": [
-    {
-      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_0",
-      "source": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_0",
-      "target": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_1",
-      "kind": "contains",
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-    },
-    {
-      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_1",
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-      "target": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_2",
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-    {
-      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_2",
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-      "source": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_3",
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-    {
-      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_5",
-      "source": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_4",
-      "target": "f5acde8e-da67-407e-87ad-2cad43d68eff:node_6",
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-      "edge_id": "f5acde8e-da67-407e-87ad-2cad43d68eff:edge_6",
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-    <!-- Embedded stuff data in multiple formats for display toggle -->
-    <script type="application/json" id="pipelex-stuff-data-text">{"s_b94e399ab9": "    1    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  match_score                                         \u2502 358.691598511879                  \n         \u2502 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\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  gaps                                                \u2502 WIodADYSxbcGGffJwirS              \n         \u2502 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\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute                                           \u2503 Value                             \n         \u2502 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         \u2502 }                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n           2            \u2502 {                                                                         \n                        \u2502     \"url\": \"data/CVx5/CV-02.pdf\"                                          \n                        \u2502 }                                                                         \n", "s_482a2528d9": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_b6910d1cd9": " Attribute                                              \u2503 Value                                     \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills                                        \u2502 rPFrGsEsxuZQIKohoNZE                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities                                       \u2502 npHVIfutLhgfyYqytjzQ                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications                                         \u2502 FmfQxeLzEftxRnfQTHwB                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n nice_to_haves                                          \u2502 PEIwUgUGmKUHjVjzjWIw                      \n", "s_15dd06fe68": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 358.691598511879                      \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 boneiiNAiKnZkUtySttm                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 WIodADYSxbcGGffJwirS                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 AMSfxghBitqExjCgUFiq                  \n", "s_c8adf02cf5": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_385e2c2510": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_dc8e9682f0": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 MkvbtMmnWIApjOdwjqRx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 CFJgKeyHQNCjJdfLSPxM                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 DgadhTXsoWfCwZbIuLUA                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 iUfzQOZenwnYorIzpGlU                             \n", "s_c448a753f6": " Attribute                                                  \u2503 Value                                 \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n match_score                                                \u2502 -61423.1314225705                     \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n strengths                                                  \u2502 gPmfVOzopfdPwtWNZvbU                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n gaps                                                       \u2502 vJDfvwBFBIreWcfnfiUf                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n overall_assessment                                         \u2502 gnAFpiwCyPmyQgVOTYrF                  \n", "s_b82bebd560": "{\n    \"url\": \"data/CVx5/CV-02.pdf\"\n}\n", "s_451643b0ff": "   1    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   3    \u2502 DRY RUN: OCR text                                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   4    \u2502 DRY RUN: OCR text                                                                         \n", "s_44444fe85a": " Attribute                                       \u2503 Value                                            \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills                                          \u2502 uFnIkwWXWoQibNMkfUbx                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience                                      \u2502 WYxdaxuLRghrJVNTcevU                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education                                       \u2502 NympQPOkbWDKTmvSUGde                             \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n achievements                                    \u2502 LfHsHyIQynfTWoopagTv                             \n"}</script>
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-
-    <script>
-        // Theme switching functionality
-        const themes = ['dark', 'light', 'system'];
-        const initialTheme = 'dark';
-        let currentThemeIndex = themes.indexOf(localStorage.getItem('pipelex-theme') || initialTheme);
-        if (currentThemeIndex === -1) currentThemeIndex = 0;
-
-        function applyTheme(theme) {
-            document.documentElement.setAttribute('data-theme', theme);
-            localStorage.setItem('pipelex-theme', theme);
-            // Update button icons
-            document.querySelectorAll('.theme-icon').forEach(icon => icon.classList.remove('active'));
-            const activeIcon = document.querySelector(`.${theme}-icon`);
-            if (activeIcon) activeIcon.classList.add('active');
-        }
-
-        // Set up theme toggle button
-        document.getElementById('theme-toggle').addEventListener('click', () => {
-            currentThemeIndex = (currentThemeIndex + 1) % themes.length;
-            applyTheme(themes[currentThemeIndex]);
-        });
-
-        // Apply initial theme immediately
-        applyTheme(themes[currentThemeIndex]);
-
-        // Parse embedded ViewSpec
-        const viewspecElement = document.getElementById('pipelex-viewspec');
-        const viewspec = JSON.parse(viewspecElement.textContent);
-
-        // Parse GraphSpec if present
-        const graphspecElement = document.getElementById('pipelex-graphspec');
-        const graphspec = graphspecElement ? JSON.parse(graphspecElement.textContent) : null;
-
-        // Parse stuff data in alternate formats (for display toggle)
-        const stuffDataTextElement = document.getElementById('pipelex-stuff-data-text');
-        const stuffDataText = stuffDataTextElement ? JSON.parse(stuffDataTextElement.textContent || '{}') : {};
-        const stuffDataHtmlElement = document.getElementById('pipelex-stuff-data-html');
-        const stuffDataHtml = stuffDataHtmlElement ? JSON.parse(stuffDataHtmlElement.textContent || '{}') : {};
-
-        // Track current format selection for stuff display
-        let currentStuffFormat = 'html';
-
-        // ====================================================================
-        // DATAFLOW ANALYSIS: Extract stuff nodes and build producer/consumer maps
-        // This mirrors the Python GraphAnalysis logic
-        // ====================================================================
-        function buildDataflowAnalysis(graphspec) {
-            if (!graphspec) return null;
-
-            const stuffRegistry = {};      // digest -> { name, concept, data, dataText, dataHtml }
-            const stuffProducers = {};     // digest -> producer_node_id
-            const stuffConsumers = {};     // digest -> [consumer_node_ids]
-            const containmentTree = {};    // parent_id -> [child_ids]
-            const childNodeIds = new Set();
-
-            // Build containment tree from edges
-            for (const edge of graphspec.edges) {
-                if (edge.kind === 'contains') {
-                    if (!containmentTree[edge.source]) containmentTree[edge.source] = [];
-                    containmentTree[edge.source].push(edge.target);
-                    childNodeIds.add(edge.target);
-                }
-            }
-
-            // Controller IDs are nodes that have children
-            const controllerNodeIds = new Set(Object.keys(containmentTree));
-
-            // Process nodes for stuff extraction
-            for (const node of graphspec.nodes) {
-                // Skip controllers - they don't directly transform data
-                if (controllerNodeIds.has(node.node_id)) continue;
-
-                const nodeIo = node.node_io || {};
-
-                // Collect outputs (this node produces these stuffs)
-                for (const output of (nodeIo.outputs || [])) {
-                    if (output.digest) {
-                        stuffRegistry[output.digest] = {
-                            name: output.name,
-                            concept: output.concept,
-                            data: output.data,
-                            dataText: output.data_text,
-                            dataHtml: output.data_html,
-                        };
-                        stuffProducers[output.digest] = node.node_id;
-                    }
-                }
-
-                // Collect inputs (this node consumes these stuffs)
-                for (const input of (nodeIo.inputs || [])) {
-                    if (input.digest) {
-                        // Register stuff even if we don't know the producer (pipeline input)
-                        if (!stuffRegistry[input.digest]) {
-                            stuffRegistry[input.digest] = {
-                                name: input.name,
-                                concept: input.concept,
-                                data: input.data,
-                                dataText: input.data_text,
-                                dataHtml: input.data_html,
-                            };
-                        }
-                        if (!stuffConsumers[input.digest]) stuffConsumers[input.digest] = [];
-                        stuffConsumers[input.digest].push(node.node_id);
-                    }
-                }
-            }
-
-            return {
-                stuffRegistry,
-                stuffProducers,
-                stuffConsumers,
-                controllerNodeIds,
-                childNodeIds,
-            };
-        }
-
-        const dataflowAnalysis = buildDataflowAnalysis(graphspec);
-        const hasDataflow = dataflowAnalysis && Object.keys(dataflowAnalysis.stuffRegistry).length > 0;
-
-        // Update footer stats
-        const statsEl = document.getElementById('footer-stats');
-        const pipeCount = hasDataflow
-            ? graphspec.nodes.filter(n => !dataflowAnalysis.controllerNodeIds.has(n.node_id)).length
-            : viewspec.nodes.length;
-        const stuffCount = hasDataflow ? Object.keys(dataflowAnalysis.stuffRegistry).length : 0;
-        const succeededCount = viewspec.nodes.filter(n => n.status === 'succeeded').length;
-        const failedCount = viewspec.nodes.filter(n => n.status === 'failed').length;
-
-        statsEl.innerHTML = `
-            <div class="stat-item">
-                <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
-                    <rect x="3" y="3" width="18" height="18" rx="2"/>
-                </svg>
-                <span class="stat-value">${pipeCount}</span> pipes
-            </div>
-            ${stuffCount > 0 ? `<div class="stat-item" style="color: var(--color-stuff)">
-                <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
-                    <ellipse cx="12" cy="12" rx="10" ry="6"/>
-                </svg>
-                <span class="stat-value">${stuffCount}</span> data
-            </div>` : ''}
-            ${succeededCount > 0 ? `<div class="stat-item" style="color: var(--color-success)">
-                <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
-                    <polyline points="20 6 9 17 4 12"/>
-                </svg>
-                <span class="stat-value">${succeededCount}</span>
-            </div>` : ''}
-            ${failedCount > 0 ? `<div class="stat-item" style="color: var(--color-error)">
-                <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
-                    <circle cx="12" cy="12" r="10"/><line x1="15" y1="9" x2="9" y2="15"/><line x1="9" y1="9" x2="15" y2="15"/>
-                </svg>
-                <span class="stat-value">${failedCount}</span>
-            </div>` : ''}
-        `;
-
-        // ReactFlow setup
-        const { React, ReactDOM } = window;
-        const ReactFlowLib = window.ReactFlowRenderer || window.ReactFlow || {};
-        const { ReactFlow, useNodesState, useEdgesState, Background, Controls, MarkerType } = ReactFlowLib;
-
-        // Dagre layout function
-        function getLayoutedElements(nodes, edges, direction = 'TB') {
-            const g = new dagre.graphlib.Graph();
-            g.setDefaultEdgeLabel(() => ({}));
-            g.setGraph({
-                rankdir: direction,
-                nodesep: 50,
-                ranksep: 80,
-                edgesep: 20,
-                marginx: 40,
-                marginy: 40,
-            });
-
-            nodes.forEach((node) => {
-                const nodeData = node.data || {};
-                const isStuff = nodeData.isStuff;
-                // Estimate width based on label length (rough: 8px per character + padding)
-                const labelText = nodeData.label?.props?.children?.[0]?.props?.children || '';
-                const estimatedWidth = Math.max(180, Math.min(400, labelText.length * 8 + 60));
-                const width = isStuff ? Math.max(180, estimatedWidth) : Math.max(200, estimatedWidth);
-                const height = isStuff ? 60 : 70;
-                g.setNode(node.id, { width, height });
-            });
-
-            edges.forEach((edge) => {
-                g.setEdge(edge.source, edge.target);
-            });
-
-            dagre.layout(g);
-
-            const layoutedNodes = nodes.map((node) => {
-                const nodeWithPosition = g.node(node.id);
-                const nodeData = node.data || {};
-                const isStuff = nodeData.isStuff;
-                const width = isStuff ? 180 : 200;
-                return {
-                    ...node,
-                    position: {
-                        x: nodeWithPosition.x - width / 2,
-                        y: nodeWithPosition.y - 30,
-                    },
-                };
-            });
-
-            return { nodes: layoutedNodes, edges };
-        }
-
-        // ====================================================================
-        // BUILD DATAFLOW NODES AND EDGES
-        // ====================================================================
-        function buildDataflowGraph(graphspec, analysis) {
-            const nodes = [];
-            const edges = [];
-            const nodeIdMap = {};  // original node_id -> graphspec node
-
-            // Map node IDs to nodes
-            for (const node of graphspec.nodes) {
-                nodeIdMap[node.node_id] = node;
-            }
-
-            // Find participating pipes (those that produce or consume data)
-            const participatingPipes = new Set();
-            for (const producer of Object.values(analysis.stuffProducers)) {
-                participatingPipes.add(producer);
-            }
-            for (const consumers of Object.values(analysis.stuffConsumers)) {
-                for (const consumer of consumers) {
-                    participatingPipes.add(consumer);
-                }
-            }
-
-            // Create pipe nodes (only those that participate in data flow)
-            for (const node of graphspec.nodes) {
-                if (!participatingPipes.has(node.node_id)) continue;
-
-                const isFailed = node.status === 'failed';
-                const label = node.pipe_code || node.node_id.split(':').pop();
-                // Calculate width: ~8px per char (monospace 13px) + padding (28px)
-                const nodeWidth = Math.max(160, label.length * 8 + 28);
-
-                nodes.push({
-                    id: node.node_id,
-                    type: 'default',
-                    data: {
-                        label: React.createElement('div', {
-                            style: {
-                                padding: '10px 14px',
-                                display: 'flex',
-                                flexDirection: 'column',
-                                gap: '2px',
-                                textAlign: 'center',
-                            }
-                        },
-                            React.createElement('span', {
-                                style: {
-                                    fontFamily: "'JetBrains Mono', monospace",
-                                    fontSize: '13px',
-                                    fontWeight: 600,
-                                    color: 'var(--color-pipe-text)',
-                                }
-                            }, label)
-                        ),
-                        nodeData: node,
-                        isPipe: true,
-                        isStuff: false,
-                    },
-                    position: { x: 0, y: 0 },
-                    style: {
-                        background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
-                        border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
-                        borderRadius: '8px',
-                        padding: '0',
-                        width: nodeWidth + 'px',
-                        boxShadow: 'var(--shadow-md)',
-                    },
-                });
-            }
-
-            // Create stuff nodes
-            for (const [digest, stuffInfo] of Object.entries(analysis.stuffRegistry)) {
-                const stuffId = `stuff_${digest}`;
-                const label = stuffInfo.name;
-                const concept = stuffInfo.concept || '';
-                // For pill shape, need extra padding. ~7px per char (12px font) + side padding (48px)
-                const textWidth = Math.max(label.length, concept.length) * 7 + 48;
-                const stuffWidth = Math.max(140, textWidth);
-
-                nodes.push({
-                    id: stuffId,
-                    type: 'default',
-                    data: {
-                        label: React.createElement('div', {
-                            style: {
-                                padding: '8px 24px',
-                                display: 'flex',
-                                flexDirection: 'column',
-                                alignItems: 'center',
-                                gap: '2px',
-                                textAlign: 'center',
-                            }
-                        },
-                            React.createElement('span', {
-                                style: {
-                                    fontFamily: "'JetBrains Mono', monospace",
-                                    fontSize: '12px',
-                                    fontWeight: 600,
-                                    color: 'var(--color-stuff-text)',
-                                }
-                            }, label),
-                            concept && React.createElement('span', {
-                                style: {
-                                    fontSize: '10px',
-                                    color: 'var(--color-stuff-text-dim)',
-                                }
-                            }, concept)
-                        ),
-                        stuffData: stuffInfo,
-                        stuffDigest: digest,
-                        isStuff: true,
-                        isPipe: false,
-                    },
-                    position: { x: 0, y: 0 },
-                    style: {
-                        background: 'var(--color-stuff-bg)',
-                        border: '2px solid var(--color-stuff-border)',
-                        borderRadius: '999px',  // Pill shape
-                        padding: '0',
-                        width: stuffWidth + 'px',
-                        boxShadow: 'var(--shadow-md)',
-                        cursor: 'pointer',
-                    },
-                });
-            }
-
-            // Create edges: producer -> stuff
-            let edgeId = 0;
-            for (const [digest, producerNodeId] of Object.entries(analysis.stuffProducers)) {
-                const stuffId = `stuff_${digest}`;
-                edges.push({
-                    id: `edge_${edgeId++}`,
-                    source: producerNodeId,
-                    target: stuffId,
-                    type: 'bezier',
-                    animated: false,
-                    style: {
-                        stroke: 'var(--color-pipe)',
-                        strokeWidth: 2,
-                    },
-                    markerEnd: {
-                        type: MarkerType?.ArrowClosed || 'arrowclosed',
-                        color: 'var(--color-pipe)',
-                    },
-                });
-            }
-
-            // Create edges: stuff -> consumer
-            for (const [digest, consumers] of Object.entries(analysis.stuffConsumers)) {
-                const stuffId = `stuff_${digest}`;
-                for (const consumerNodeId of consumers) {
-                    edges.push({
-                        id: `edge_${edgeId++}`,
-                        source: stuffId,
-                        target: consumerNodeId,
-                        type: 'bezier',
-                        animated: false,
-                        style: {
-                            stroke: 'var(--color-pipe)',
-                            strokeWidth: 2,
-                        },
-                        markerEnd: {
-                            type: MarkerType?.ArrowClosed || 'arrowclosed',
-                            color: 'var(--color-pipe)',
-                        },
-                    });
-                }
-            }
-
-            return { nodes, edges };
-        }
-
-        // ====================================================================
-        // FALLBACK: Build orchestration graph from ViewSpec (no dataflow)
-        // ====================================================================
-        function buildOrchestrationGraph(viewspec) {
-            const nodes = viewspec.nodes.map(node => {
-                const isController = node.kind === 'controller';
-                const isFailed = node.ui?.classes?.includes('failed');
-                const isSucceeded = node.ui?.classes?.includes('succeeded');
-                const badge = node.ui?.badges?.[0] || '';
-                // Calculate width: ~8px per char (monospace 13px) + padding + status dot
-                const nodeWidth = Math.max(160, (node.label?.length || 10) * 8 + 50);
-
-                return {
-                    id: node.id,
-                    type: 'default',
-                    data: {
-                        label: React.createElement('div', {
-                            style: {
-                                padding: '10px 14px',
-                                display: 'flex',
-                                flexDirection: 'column',
-                                gap: '4px',
-                            }
-                        },
-                            React.createElement('div', {
-                                style: {
-                                    display: 'flex',
-                                    alignItems: 'center',
-                                    justifyContent: 'space-between',
-                                    gap: '8px',
-                                }
-                            },
-                                React.createElement('span', {
-                                    style: {
-                                        fontFamily: "'JetBrains Mono', monospace",
-                                        fontSize: '13px',
-                                        fontWeight: 600,
-                                        color: 'var(--color-pipe-text)',
-                                    }
-                                }, node.label),
-                                isSucceeded && React.createElement('span', {
-                                    style: {
-                                        width: '8px',
-                                        height: '8px',
-                                        borderRadius: '50%',
-                                        background: 'var(--color-success)',
-                                        flexShrink: 0,
-                                    }
-                                }),
-                                isFailed && React.createElement('span', {
-                                    style: {
-                                        width: '8px',
-                                        height: '8px',
-                                        borderRadius: '50%',
-                                        background: 'var(--color-error)',
-                                        flexShrink: 0,
-                                    }
-                                })
-                            ),
-                            React.createElement('div', {
-                                style: {
-                                    display: 'flex',
-                                    alignItems: 'center',
-                                    justifyContent: 'space-between',
-                                    gap: '8px',
-                                }
-                            },
-                                React.createElement('span', {
-                                    style: {
-                                        fontSize: '11px',
-                                        color: 'var(--color-text-dim)',
-                                    }
-                                }, isController ? 'Controller' : node.inspector?.pipe_type || 'Operator'),
-                                badge && React.createElement('span', {
-                                    style: {
-                                        fontSize: '10px',
-                                        color: 'var(--color-text-muted)',
-                                        background: 'var(--color-surface-hover)',
-                                        padding: '2px 6px',
-                                        borderRadius: '4px',
-                                        fontFamily: "'JetBrains Mono', monospace",
-                                    }
-                                }, badge)
-                            )
-                        ),
-                        nodeData: node,
-                        isPipe: true,
-                        isStuff: false,
-                    },
-                    position: node.position || { x: 0, y: 0 },
-                    style: {
-                        background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
-                        border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
-                        borderRadius: '8px',
-                        padding: '0',
-                        width: nodeWidth + 'px',
-                        boxShadow: 'var(--shadow-md)',
-                    },
-                };
-            });
-
-            const edges = viewspec.edges.map(edge => ({
-                id: edge.id,
-                source: edge.source,
-                target: edge.target,
-                type: 'bezier',
-                animated: edge.animated || false,
-                label: edge.label,
-                labelStyle: {
-                    fontSize: 11,
-                    fontWeight: 500,
-                    fill: 'var(--color-text-muted)',
-                    fontFamily: "'JetBrains Mono', monospace",
-                },
-                labelBgStyle: {
-                    fill: '#0f172a',
-                    fillOpacity: 0.9,
-                },
-                labelBgPadding: [6, 4],
-                labelBgBorderRadius: 4,
-                style: {
-                    stroke: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
-                    strokeWidth: edge.kind === 'data' ? 2 : 1,
-                },
-                markerEnd: {
-                    type: MarkerType?.ArrowClosed || 'arrowclosed',
-                    color: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
-                },
-            }));
-
-            return { nodes, edges };
-        }
-
-        // ====================================================================
-        // MAIN REACT COMPONENT
-        // ====================================================================
-        function GraphViewer() {
-            // Build graph based on available data
-            let initialData;
-            if (hasDataflow) {
-                initialData = buildDataflowGraph(graphspec, dataflowAnalysis);
-            } else {
-                initialData = buildOrchestrationGraph(viewspec);
-            }
-
-            // Apply layout
-            const needsLayout = initialData.nodes.some(n => !n.position || (n.position.x === 0 && n.position.y === 0));
-            const layouted = needsLayout
-                ? getLayoutedElements(initialData.nodes, initialData.edges, viewspec.layout?.direction || 'TB')
-                : initialData;
-
-            const [nodes, setNodes, onNodesChange] = useNodesState(layouted.nodes);
-            const [edges, setEdges, onEdgesChange] = useEdgesState(layouted.edges);
-
-            const onNodeClick = (event, node) => {
-                const inspector = document.getElementById('inspector');
-                const inspectorContent = document.getElementById('inspector-content');
-                const inspectorTitle = document.getElementById('inspector-title');
-                const inspectorSubtitle = document.getElementById('inspector-subtitle');
-                const inspectorHeader = document.getElementById('inspector-header');
-
-                // Reset scroll to top-left when switching nodes (keep tab selection)
-                inspectorContent.scrollTop = 0;
-                inspectorContent.scrollLeft = 0;
-
-                const nodeData = node.data || {};
-
-                // Handle stuff nodes
-                if (nodeData.isStuff) {
-                    const stuffData = nodeData.stuffData || {};
-                    const stuffDigest = nodeData.stuffDigest;
-                    const stuffMermaidId = stuffDigest ? `s_${stuffDigest.substring(0, 10)}` : null;
-
-                    inspectorTitle.textContent = stuffData.name || 'Data';
-                    inspectorSubtitle.textContent = stuffData.concept || 'Data Item';
-                    inspectorHeader.className = 'inspector-header stuff';
-
-                    // Check which formats are available
-                    // First check graphspec-extracted data, then fallback to separate dictionaries
-                    const hasJson = !!stuffData.data;
-                    const hasText = !!stuffData.dataText || (stuffMermaidId && !!stuffDataText[stuffMermaidId]);
-                    const hasHtml = !!stuffData.dataHtml || (stuffMermaidId && !!stuffDataHtml[stuffMermaidId]);
-                    const hasMultipleFormats = [hasJson, hasText, hasHtml].filter(Boolean).length > 1;
-
-                    let html = '';
-
-                    // Add format tabs if multiple formats available
-                    if (hasMultipleFormats) {
-                        html += '<div class="inspector-section">';
-                        html += '<div class="format-toolbar">';
-                        html += '<div class="format-tabs" id="stuff-format-tabs">';
-                        const jsonActive = currentStuffFormat === 'json' ? 'active' : '';
-                        const textActive = currentStuffFormat === 'text' ? 'active' : '';
-                        const htmlActive = currentStuffFormat === 'html' ? 'active' : '';
-                        html += `<button class="format-tab ${htmlActive}" data-format="html" `;
-                        html += `${!hasHtml ? 'disabled' : ''}>HTML</button>`;
-                        html += `<button class="format-tab ${jsonActive}" data-format="json" `;
-                        html += `${!hasJson ? 'disabled' : ''}>JSON</button>`;
-                        html += `<button class="format-tab ${textActive}" data-format="text" `;
-                        html += `${!hasText ? 'disabled' : ''}>Pretty</button>`;
-                        html += '</div>';
-                        html += '<div class="format-actions">';
-                        html += '<button class="action-btn" id="copy-btn" ';
-                        html += 'onclick="copyStuffContent()" title="Copy">';
-                        html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
-                        html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
-                        html += 'm0 16H8V7h11v14z"/></svg></button>';
-                        html += '<button class="action-btn" id="download-btn" ';
-                        html += 'onclick="downloadStuffContent()" title="Download">';
-                        html += '<svg viewBox="0 0 24 24">';
-                        html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
-                        html += '</svg></button>';
-                        html += '</div>';
-                        html += '</div>';
-                        html += '<div id="stuff-data-content"></div>';
-                        html += '</div>';
-                    } else if (hasJson || hasText || hasHtml) {
-                        html += '<div class="inspector-section">';
-                        html += '<div class="format-toolbar">';
-                        html += '<div class="format-tabs"></div>';
-                        html += '<div class="format-actions">';
-                        html += '<button class="action-btn" id="copy-btn" ';
-                        html += 'onclick="copyStuffContent()" title="Copy">';
-                        html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
-                        html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
-                        html += 'm0 16H8V7h11v14z"/></svg></button>';
-                        html += '<button class="action-btn" id="download-btn" ';
-                        html += 'onclick="downloadStuffContent()" title="Download">';
-                        html += '<svg viewBox="0 0 24 24">';
-                        html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
-                        html += '</svg></button>';
-                        html += '</div>';
-                        html += '</div>';
-                        html += '<div id="stuff-data-content"></div>';
-                        html += '</div>';
-                    }
-
-                    inspectorContent.innerHTML = html;
-
-                    // Store current stuff data for format switching
-                    window.currentStuffJsonData = stuffData.data;
-                    window.currentStuffMermaidId = stuffMermaidId;
-                    // Store graphspec-extracted text/html data (preferred over dictionary lookups)
-                    window.currentStuffDataText = stuffData.dataText;
-                    window.currentStuffDataHtml = stuffData.dataHtml;
-
-                    // Attach format tab handlers
-                    const formatTabs = document.getElementById('stuff-format-tabs');
-                    if (formatTabs) {
-                        formatTabs.querySelectorAll('.format-tab').forEach(tab => {
-                            tab.addEventListener('click', () => {
-                                if (tab.disabled) return;
-                                setStuffFormat(tab.dataset.format);
-                            });
-                        });
-                    }
-
-                    // Render initial content
-                    if (hasJson || hasText || hasHtml) {
-                        // Determine best available format (HTML -> JSON -> Pretty)
-                        let bestFormat = currentStuffFormat;
-                        if (bestFormat === 'html' && !hasHtml) bestFormat = hasJson ? 'json' : 'text';
-                        if (bestFormat === 'json' && !hasJson) bestFormat = hasHtml ? 'html' : 'text';
-                        if (bestFormat === 'text' && !hasText) bestFormat = hasHtml ? 'html' : 'json';
-
-                        renderStuffContent(bestFormat);
-                    }
-
-                    document.getElementById('top-hint').style.display = 'none';
-                    inspector.classList.add('visible');
-                    return;
-                }
-
-                // Handle pipe nodes
-                const pipeData = nodeData.nodeData || {};
-                inspectorTitle.textContent = pipeData.pipe_code || pipeData.label || node.id;
-                inspectorSubtitle.textContent = pipeData.pipe_type || nodeData.kind || 'Pipe';
-                inspectorHeader.className = 'inspector-header pipe';
-
-                const timing = pipeData.timing;
-                const nodeIo = pipeData.node_io;
-                const status = pipeData.status;
-
-                let html = '';
-
-                // Status badges
-                html += '<div class="inspector-badges">';
-                if (status === 'succeeded') {
-                    html += '<span class="inspector-badge success">✓ Succeeded</span>';
-                } else if (status === 'failed') {
-                    html += '<span class="inspector-badge error">✕ Failed</span>';
-                }
-                if (timing?.duration_ms) {
-                    html += `<span class="inspector-badge neutral">⏱ ${timing.duration_ms}ms</span>`;
-                }
-                html += '</div>';
-
-                // Pipe info
-                if (pipeData.pipe_code) {
-                    html += `<div class="inspector-section">
-                        <div class="inspector-section-title">Pipe Code</div>
-                        <div class="inspector-value pipe-code">${pipeData.pipe_code}</div>
-                    </div>`;
-                }
-
-                if (pipeData.pipe_type) {
-                    html += `<div class="inspector-section">
-                        <div class="inspector-section-title">Pipe Type</div>
-                        <div class="inspector-value">${pipeData.pipe_type}</div>
-                    </div>`;
-                }
-
-                if (timing) {
-                    html += `<div class="inspector-section">
-                        <div class="inspector-section-title">Timing</div>
-                        <div class="inspector-row">
-                            <span class="inspector-row-label">Started</span>
-                            <span class="inspector-row-value">${new Date(timing.started_at).toLocaleTimeString()}</span>
-                        </div>
-                        <div class="inspector-row">
-                            <span class="inspector-row-label">Ended</span>
-                            <span class="inspector-row-value">${new Date(timing.ended_at).toLocaleTimeString()}</span>
-                        </div>
-                        <div class="inspector-row">
-                            <span class="inspector-row-label">Duration</span>
-                            <span class="inspector-row-value">${timing.duration_ms}ms</span>
-                        </div>
-                    </div>`;
-                }
-
-                if (nodeIo?.inputs?.length > 0) {
-                    html += `<div class="inspector-section">
-                        <div class="inspector-section-title">Inputs (${nodeIo.inputs.length})</div>
-                        <div class="inspector-pre">${nodeIo.inputs.map(i => `${i.name}: ${i.concept || 'unknown'}`).join('\\n')}</div>
-                    </div>`;
-                }
-
-                if (nodeIo?.outputs?.length > 0) {
-                    html += `<div class="inspector-section">
-                        <div class="inspector-section-title">Outputs (${nodeIo.outputs.length})</div>
-                        <div class="inspector-pre">${nodeIo.outputs.map(o => `${o.name}: ${o.concept || 'unknown'}`).join('\\n')}</div>
-                    </div>`;
-                }
-
-                if (pipeData.error) {
-                    html += `<div class="inspector-section">
-                        <div class="inspector-section-title">Error</div>
-                        <pre class="inspector-pre" style="color: var(--color-error);">${JSON.stringify(pipeData.error, null, 2)}</pre>
-                    </div>`;
-                }
-
-                inspectorContent.innerHTML = html || '<div style="color: var(--color-text-dim)">No additional information</div>';
-                document.getElementById('top-hint').style.display = 'none';
-                inspector.classList.add('visible');
-            };
-
-            if (!ReactFlow) {
-                return React.createElement('div', { style: { padding: '20px', color: 'var(--color-text)' } },
-                    React.createElement('p', null, 'Loading ReactFlow...')
-                );
-            }
-
-            // Pan to show the top of the graph after initial fit
-            const onInit = (reactFlowInstance) => {
-                setTimeout(() => {
-                    // Find the topmost node position
-                    const currentNodes = reactFlowInstance.getNodes();
-                    if (currentNodes.length === 0) return;
-                    const minY = Math.min(...currentNodes.map(n => n.position.y));
-                    const viewport = reactFlowInstance.getViewport();
-                    // Adjust viewport to show the top with some padding
-                    reactFlowInstance.setViewport({
-                        x: viewport.x,
-                        y: -minY * viewport.zoom + 80,
-                        zoom: viewport.zoom
-                    });
-                }, 100);
-            };
-
-            return React.createElement('div', { className: 'react-flow-container' },
-                React.createElement(ReactFlow, {
-                    nodes: nodes,
-                    edges: edges,
-                    onNodesChange: onNodesChange,
-                    onEdgesChange: onEdgesChange,
-                    onNodeClick: onNodeClick,
-onInit: onInit,                    fitView: true,
-                    fitViewOptions: { padding: 0.1, minZoom: 1.0 },
-                    defaultEdgeOptions: { type: 'bezier' },
-                    proOptions: { hideAttribution: true },
-                },
-                    Background ? React.createElement(Background, {
-                        variant: 'dots',
-                        gap: 20,
-                        size: 1,
-                        color: '#334155',
-                    }) : null,
-                    Controls ? React.createElement(Controls, { showInteractive: false }) : null
-                )
-            );
-        }
-
-        // Render the app
-        const root = ReactDOM.createRoot(document.getElementById('root'));
-        root.render(React.createElement(GraphViewer));
-
-        // Close inspector function
-        function closeInspector() {
-            document.getElementById('inspector').classList.remove('visible');
-            document.getElementById('top-hint').style.display = '';
-        }
-
-        // Close inspector on Escape key
-        document.addEventListener('keydown', (e) => {
-            if (e.key === 'Escape') {
-                closeInspector();
-            }
-        });
-
-        // Inspector resize functionality
-        (function() {
-            const inspector = document.getElementById('inspector');
-            const resizeHandle = document.getElementById('inspector-resize-handle');
-            let isResizing = false;
-            let startX = 0;
-            let startWidth = 0;
-
-            resizeHandle.addEventListener('mousedown', (e) => {
-                isResizing = true;
-                startX = e.clientX;
-                startWidth = inspector.offsetWidth;
-                resizeHandle.classList.add('dragging');
-                document.body.style.cursor = 'ew-resize';
-                document.body.style.userSelect = 'none';
-                e.preventDefault();
-            });
-
-            document.addEventListener('mousemove', (e) => {
-                if (!isResizing) return;
-                const deltaX = startX - e.clientX;
-                const newWidth = Math.max(300, Math.min(startWidth + deltaX, window.innerWidth * 0.8));
-                inspector.style.width = newWidth + 'px';
-            });
-
-            document.addEventListener('mouseup', () => {
-                if (isResizing) {
-                    isResizing = false;
-                    resizeHandle.classList.remove('dragging');
-                    document.body.style.cursor = '';
-                    document.body.style.userSelect = '';
-                }
-            });
-        })();
-
-        // Set stuff display format and re-render
-        function setStuffFormat(format) {
-            currentStuffFormat = format;
-            // Update tab styling
-            document.querySelectorAll('.format-tab').forEach(tab => {
-                tab.classList.toggle('active', tab.dataset.format === format);
-            });
-            renderStuffContent(format);
-        }
-
-        // Render stuff content in the specified format
-        function renderStuffContent(format) {
-            const container = document.getElementById('stuff-data-content');
-            if (!container) return;
-
-            const stuffMermaidId = window.currentStuffMermaidId;
-            const jsonData = window.currentStuffJsonData;
-            // Prefer graphspec-extracted data, fallback to dictionary lookups
-            const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
-            const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
-
-            if (format === 'json') {
-                container.className = '';
-                const jsonStr = JSON.stringify(jsonData, null, 2);
-                container.innerHTML = `<pre class="inspector-pre">${escapeHtml(jsonStr)}</pre>`;
-            } else if (format === 'text') {
-                // Use nowrap class for Rich-formatted ASCII tables
-                const textContent = textData || 'No text data available';
-                container.className = '';
-                container.innerHTML = `<pre class="inspector-pre nowrap">${escapeHtml(textContent)}</pre>`;
-            } else if (format === 'html') {
-                const htmlContent = htmlData || 'No HTML data available';
-                container.className = 'inspector-html-content';
-                container.innerHTML = htmlContent;
-            }
-        }
-
-        // Get current stuff content based on active format
-        function getCurrentStuffContent() {
-            const stuffMermaidId = window.currentStuffMermaidId;
-            const jsonData = window.currentStuffJsonData;
-            const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
-            const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
-
-            if (currentStuffFormat === 'json' && jsonData) {
-                return { content: JSON.stringify(jsonData, null, 2), ext: 'json', mime: 'application/json' };
-            } else if (currentStuffFormat === 'text' && textData) {
-                return { content: textData, ext: 'txt', mime: 'text/plain' };
-            } else if (currentStuffFormat === 'html' && htmlData) {
-                return { content: htmlData, ext: 'html', mime: 'text/html' };
-            }
-            return null;
-        }
-
-        // Copy stuff content to clipboard
-        function copyStuffContent() {
-            const data = getCurrentStuffContent();
-            if (!data) return;
-
-            navigator.clipboard.writeText(data.content).then(() => {
-                const btn = document.getElementById('copy-btn');
-                const checkIcon = '<svg viewBox="0 0 24 24">' +
-                    '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
-                const copyIcon = '<svg viewBox="0 0 24 24">' +
-                    '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
-                    'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
-                    'm0 16H8V7h11v14z"/></svg>';
-                btn.innerHTML = checkIcon;
-                btn.classList.add('copied');
-                setTimeout(() => {
-                    btn.innerHTML = copyIcon;
-                    btn.classList.remove('copied');
-                }, 1500);
-            });
-        }
-
-        // Download stuff content as file
-        function downloadStuffContent() {
-            const data = getCurrentStuffContent();
-            if (!data) return;
-
-            const stuffName = document.getElementById('inspector-title')?.textContent || 'data';
-            const filename = `${stuffName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
-
-            const blob = new Blob([data.content], { type: data.mime });
-            const url = URL.createObjectURL(blob);
-            const link = document.createElement('a');
-            link.href = url;
-            link.download = filename;
-            document.body.appendChild(link);
-            link.click();
-            document.body.removeChild(link);
-            URL.revokeObjectURL(url);
-        }
-
-        // Escape HTML to prevent XSS when displaying JSON/text content
-        function escapeHtml(text) {
-            const div = document.createElement('div');
-            div.textContent = text;
-            return div.innerHTML;
-        }
-    </script>
-</body>
-</html>
diff --git a/uv.lock b/uv.lock
index 6dde9b6..cb9d582 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2009,7 +2009,7 @@ dev = [
 requires-dist = [
     { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
-    { name = "pipelex", extras = ["anthropic", "bedrock", "docling", "fal", "gcp-storage", "google", "google-genai", "huggingface", "mistralai", "s3"], git = "https://github.com/Pipelex/pipelex.git?branch=feature%2FChicago" },
+    { name = "pipelex", extras = ["anthropic", "bedrock", "docling", "fal", "gcp-storage", "google", "google-genai", "huggingface", "mistralai", "s3"], git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
@@ -2766,8 +2766,8 @@ wheels = [
 
 [[package]]
 name = "pipelex"
-version = "0.17.3"
-source = { git = "https://github.com/Pipelex/pipelex.git?branch=feature%2FChicago#88f1cefb1901f0759e91b06a2ba2f580291a29f2" }
+version = "0.18.0b1"
+source = { git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b1#c056b6a7015c4c7c96656e4615578277629e8a5e" }
 dependencies = [
     { name = "aiofiles" },
     { name = "backports-strenum", marker = "python_full_version < '3.11'" },

From 6e09ecf99fdae48d846b47f7bbb6307aa4374229 Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Mon, 19 Jan 2026 14:46:38 +0100
Subject: [PATCH 17/22] CI --disable-inference to run without Pipelex Service
 agreement

---
 Makefile                      | 4 ++--
 tests/integration/conftest.py | 8 ++++++--
 2 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/Makefile b/Makefile
index b3f7eb7..bb1c61f 100644
--- a/Makefile
+++ b/Makefile
@@ -209,12 +209,12 @@ cleanall: cleanderived cleanenv cleanconfig
 codex-tests: env
 	$(call PRINT_TITLE,"Unit testing for Codex")
 	@echo "• Running unit tests for Codex (excluding inference and codex_disabled)"
-	$(VENV_PYTEST) --exitfirst --quiet -m "not inference and not codex_disabled" || [ $$? = 5 ]
+	$(VENV_PYTEST) --disable-inference --exitfirst --quiet -m "not inference and not codex_disabled" || [ $$? = 5 ]
 
 gha-tests: env
 	$(call PRINT_TITLE,"Unit testing for github actions")
 	@echo "• Running unit tests for github actions (excluding inference and gha_disabled)"
-	$(VENV_PYTEST) --exitfirst --quiet -m "not inference and not gha_disabled" || [ $$? = 5 ]
+	$(VENV_PYTEST) --disable-inference --exitfirst --quiet -m "not inference and not gha_disabled" || [ $$? = 5 ]
 
 run-all-tests: env
 	$(call PRINT_TITLE,"Running all unit tests")
diff --git a/tests/integration/conftest.py b/tests/integration/conftest.py
index 028da5f..ab98a37 100644
--- a/tests/integration/conftest.py
+++ b/tests/integration/conftest.py
@@ -2,6 +2,8 @@
 import pipelex.pipelex
 import pytest
 from pipelex.system.configuration.config_check import check_is_initialized
+from pipelex.test_extras.shared_pytest_plugins import is_inference_disabled_in_pipelex
+from pytest import FixtureRequest
 from rich import print
 from rich.console import Console
 from rich.traceback import Traceback
@@ -15,11 +17,13 @@ def check_pipelex_initialized():
 
 
 @pytest.fixture(scope="module", autouse=True)
-def reset_pipelex_config_fixture():
+def reset_pipelex_config_fixture(request: FixtureRequest):
     # Code to run before each test
     print("\n[magenta]pipelex setup[/magenta]")
     try:
-        pipelex_instance = pipelex.pipelex.Pipelex.make()
+        pipelex_instance = pipelex.pipelex.Pipelex.make(
+            disable_inference=is_inference_disabled_in_pipelex(request),
+        )
     except Exception as exc:
         Console().print(Traceback())
         pytest.exit(f"Critical Pipelex setup error: {exc}")

From 9451bc7f6c36d7ee6e4a389a510a4e86f6080515 Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Mon, 19 Jan 2026 14:52:17 +0100
Subject: [PATCH 18/22] Removed the separate "Boot test" step since gha-tests
 already runs all tests (including TestFundamentals) with the
 --disable-inference flag. The boot test was redundant - it was running the
 same tests twice, just with a filter.

---
 .github/workflows/tests-check.yml | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/.github/workflows/tests-check.yml b/.github/workflows/tests-check.yml
index c94ad16..a347c29 100644
--- a/.github/workflows/tests-check.yml
+++ b/.github/workflows/tests-check.yml
@@ -43,8 +43,5 @@ jobs:
           source .venv/bin/activate
           echo -e "y\nA\n1" |pipelex init
 
-      - name: Boot test
-        run: make tp TEST=TestFundamentals
-
       - name: Run tests
         run: make gha-tests

From 4103dba77c3505543823447be778930aa59734df Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Wed, 21 Jan 2026 12:08:34 +0100
Subject: [PATCH 19/22] Use Chicago b2

---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7fbc63f..4d6f0d4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ dependencies = [
 ]
 
 [tool.uv.sources]
-pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "pre-release/v0.18.0b1" }
+pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "pre-release/v0.18.0b2" }
 
 
 [tool.setuptools]
diff --git a/uv.lock b/uv.lock
index 9e419e7..ebce1e5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1480,8 +1480,8 @@ dev = [
 requires-dist = [
     { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
-    { name = "pipelex", git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b1" },
-    { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b1" },
+    { name = "pipelex", git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b2" },
+    { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b2" },
     { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
@@ -1961,8 +1961,8 @@ wheels = [
 
 [[package]]
 name = "pipelex"
-version = "0.18.0b1"
-source = { git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b1#c056b6a7015c4c7c96656e4615578277629e8a5e" }
+version = "0.18.0b2"
+source = { git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b2#06b33904bd697791e058c7bc5b43454d96839f46" }
 dependencies = [
     { name = "aiofiles" },
     { name = "backports-strenum", marker = "python_full_version < '3.11'" },

From 497c8cebb49996db93a773b1fe2d8ed3906c56ef Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Wed, 21 Jan 2026 16:45:17 +0100
Subject: [PATCH 20/22] git ignores

---
 .gitignore | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.gitignore b/.gitignore
index 29670a3..443da68 100644
--- a/.gitignore
+++ b/.gitignore
@@ -27,7 +27,9 @@ dist/
 # Results
 results/
 
-# temps
 temp/
 pipelex_super.toml
+pipelex_override.toml
+telemetry_override.toml
 base_llm_deck.toml
+.pipelex/storage

From 9125497ad4566afaf8463a49110794a58e86abda Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Wed, 21 Jan 2026 16:49:07 +0100
Subject: [PATCH 21/22] Pipelex version dep

---
 pyproject.toml | 5 +----
 uv.lock        | 1 -
 2 files changed, 1 insertion(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4d6f0d4..382089a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,10 +16,7 @@ classifiers = [
     "Operating System :: OS Independent",
 ]
 
-dependencies = [
-    "pipelex[mistralai,anthropic,google,google-genai,bedrock,fal]",
-    "pipelex==0.17.3",
-]
+dependencies = ["pipelex[mistralai,anthropic,google,google-genai,bedrock,fal]"]
 
 [tool.uv.sources]
 pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "pre-release/v0.18.0b2" }
diff --git a/uv.lock b/uv.lock
index ebce1e5..e33af4a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1480,7 +1480,6 @@ dev = [
 requires-dist = [
     { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
-    { name = "pipelex", git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b2" },
     { name = "pipelex", extras = ["mistralai", "anthropic", "google", "google-genai", "bedrock", "fal"], git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b2" },
     { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },

From 5ca267687c06baf63d2e9326d91c19ff32fbad41 Mon Sep 17 00:00:00 2001
From: Louis Choquel <lchoquel@users.noreply.github.com>
Date: Thu, 29 Jan 2026 13:52:15 +0100
Subject: [PATCH 22/22] Use new base deck

---
 .pipelex/inference/backends.toml              |   32 +-
 .pipelex/inference/deck/1_llm_deck.toml       |   79 +
 .pipelex/inference/deck/2_img_gen_deck.toml   |   49 +
 .pipelex/inference/deck/3_extract_deck.toml   |   42 +
 .pipelex/inference/deck/base_deck.toml        |  202 -
 .pipelex/inference/deck/demo_deck.toml        |   16 -
 .pipelex/inference/deck/overrides.toml        |   19 -
 .../inference/deck/x_custom_extract_deck.toml |   39 +
 .../inference/deck/x_custom_llm_deck.toml     |   71 +
 .pipelex/inference/routing_profiles.toml      |   45 +-
 examples.sh                                   |   22 +-
 {pipelines => examples}/crazy/__init__.py     |    0
 {pipelines => examples}/crazy/bundle.plx      |    4 +-
 .../crazy/bundle_view.html                    |    2 +-
 {pipelines => examples}/crazy/bundle_view.svg |    2 +-
 {pipelines => examples}/crazy/inputs.json     |    0
 .../crazy/run_generate_crazy_image.py         |    0
 .../crazy/structures/__init__.py              |    0
 .../crazy_image_generation_ImagePrompt.py     |    4 -
 .../cv_and_offer}/__init__.py                 |    0
 examples/cv_and_offer/cv_job_match.plx        |  162 +
 .../cv_and_offer}/cv_job_matching_analysis.py |    0
 .../cv_job_matching_itvw_question.py          |    0
 .../cv_job_matching_itvw_sheet.py             |    0
 .../cv_job_matching_job_requirements.py       |    0
 .../cv_job_matching_match_analysis.py         |    0
 .../cv_and_offer}/graphspec.json              |    0
 .../cv_and_offer}/inputs.json                 |    0
 .../cv_and_offer}/mermaidflow.html            |    0
 .../cv_and_offer}/reactflow.html              |    0
 examples/cv_batch/bundle.plx                  |   10 +-
 examples/cv_batch/bundle_view.html            |    2 +-
 examples/cv_batch/bundle_view.svg             |    2 +-
 hidden/cv_and_offer/__init__.py               |    1 +
 .../cv_and_offer}/cv_job_match.plx            |    0
 .../cv_and_offer/cv_job_matching_analysis.py  |   23 +
 .../cv_job_matching_itvw_question.py          |   20 +
 .../cv_job_matching_itvw_sheet.py             |   26 +
 .../cv_job_matching_job_requirements.py       |   23 +
 .../cv_job_matching_match_analysis.py         |   24 +
 hidden/cv_and_offer/graphspec.json            |  954 ++++
 hidden/cv_and_offer/inputs.json               |   14 +
 hidden/cv_and_offer/mermaidflow.html          |  830 ++++
 hidden/cv_and_offer/reactflow.html            | 3924 +++++++++++++++++
 hidden/refine/refine_doc.plx                  |  119 +
 pipelines/__init__.py                         |    2 -
 pyproject.toml                                |    3 +-
 uv.lock                                       |   75 +-
 48 files changed, 6522 insertions(+), 320 deletions(-)
 create mode 100644 .pipelex/inference/deck/1_llm_deck.toml
 create mode 100644 .pipelex/inference/deck/2_img_gen_deck.toml
 create mode 100644 .pipelex/inference/deck/3_extract_deck.toml
 delete mode 100644 .pipelex/inference/deck/base_deck.toml
 delete mode 100644 .pipelex/inference/deck/demo_deck.toml
 delete mode 100644 .pipelex/inference/deck/overrides.toml
 create mode 100644 .pipelex/inference/deck/x_custom_extract_deck.toml
 create mode 100644 .pipelex/inference/deck/x_custom_llm_deck.toml
 rename {pipelines => examples}/crazy/__init__.py (100%)
 rename {pipelines => examples}/crazy/bundle.plx (96%)
 rename {pipelines => examples}/crazy/bundle_view.html (99%)
 rename {pipelines => examples}/crazy/bundle_view.svg (99%)
 rename {pipelines => examples}/crazy/inputs.json (100%)
 rename {pipelines => examples}/crazy/run_generate_crazy_image.py (100%)
 rename {pipelines => examples}/crazy/structures/__init__.py (100%)
 rename {pipelines => examples}/crazy/structures/crazy_image_generation_ImagePrompt.py (78%)
 rename {cv_and_offer => examples/cv_and_offer}/__init__.py (100%)
 create mode 100644 examples/cv_and_offer/cv_job_match.plx
 rename {cv_and_offer => examples/cv_and_offer}/cv_job_matching_analysis.py (100%)
 rename {cv_and_offer => examples/cv_and_offer}/cv_job_matching_itvw_question.py (100%)
 rename {cv_and_offer => examples/cv_and_offer}/cv_job_matching_itvw_sheet.py (100%)
 rename {cv_and_offer => examples/cv_and_offer}/cv_job_matching_job_requirements.py (100%)
 rename {cv_and_offer => examples/cv_and_offer}/cv_job_matching_match_analysis.py (100%)
 rename {cv_and_offer => examples/cv_and_offer}/graphspec.json (100%)
 rename {cv_and_offer => examples/cv_and_offer}/inputs.json (100%)
 rename {cv_and_offer => examples/cv_and_offer}/mermaidflow.html (100%)
 rename {cv_and_offer => examples/cv_and_offer}/reactflow.html (100%)
 create mode 100644 hidden/cv_and_offer/__init__.py
 rename {cv_and_offer => hidden/cv_and_offer}/cv_job_match.plx (100%)
 create mode 100644 hidden/cv_and_offer/cv_job_matching_analysis.py
 create mode 100644 hidden/cv_and_offer/cv_job_matching_itvw_question.py
 create mode 100644 hidden/cv_and_offer/cv_job_matching_itvw_sheet.py
 create mode 100644 hidden/cv_and_offer/cv_job_matching_job_requirements.py
 create mode 100644 hidden/cv_and_offer/cv_job_matching_match_analysis.py
 create mode 100644 hidden/cv_and_offer/graphspec.json
 create mode 100644 hidden/cv_and_offer/inputs.json
 create mode 100644 hidden/cv_and_offer/mermaidflow.html
 create mode 100644 hidden/cv_and_offer/reactflow.html
 create mode 100644 hidden/refine/refine_doc.plx
 delete mode 100644 pipelines/__init__.py

diff --git a/.pipelex/inference/backends.toml b/.pipelex/inference/backends.toml
index 6803c4a..360a73d 100644
--- a/.pipelex/inference/backends.toml
+++ b/.pipelex/inference/backends.toml
@@ -16,84 +16,84 @@ enabled = true                         # Enable after accepting terms via `pipel
 api_key = "${PIPELEX_GATEWAY_API_KEY}"
 
 [anthropic]
-enabled = true
+enabled = false
 api_key = "${ANTHROPIC_API_KEY}"
 
 [azure_openai]
 display_name = "Azure OpenAI"
-enabled = true
+enabled = false
 endpoint = "${AZURE_API_BASE}"
 api_key = "${AZURE_API_KEY}"
 api_version = "${AZURE_API_VERSION}"
 
 [bedrock]
 display_name = "Amazon Bedrock"
-enabled = true
+enabled = false
 aws_region = "${AWS_REGION}"
 
 [blackboxai]
 display_name = "BlackBox AI"
-enabled = true
+enabled = false
 endpoint = "https://api.blackbox.ai/v1"
 api_key = "${BLACKBOX_API_KEY}"
 
 [fal]
 display_name = "FAL"
-enabled = true
+enabled = false
 api_key = "${FAL_API_KEY}"
 
 [google]
 display_name = "Google AI"
-enabled = true
+enabled = false
 api_key = "${GOOGLE_API_KEY}"
 
 [groq]
 display_name = "Groq"
-enabled = true
+enabled = false
 endpoint = "https://api.groq.com/openai/v1"
 api_key = "${GROQ_API_KEY}"
 
 [huggingface]
 display_name = "Hugging Face"
-enabled = true
+enabled = false
 api_key = "${HF_TOKEN}"
 
 [mistral]
 display_name = "Mistral AI"
-enabled = true
+enabled = false
 api_key = "${MISTRAL_API_KEY}"
 
 [ollama]
-enabled = true
+enabled = false
 endpoint = "http://localhost:11434/v1"
 
 [openai]
 display_name = "OpenAI"
-enabled = true
+enabled = false
 api_key = "${OPENAI_API_KEY}"
 
 [portkey]
 display_name = "Portkey"
-enabled = true
+enabled = false
 endpoint = "https://api.portkey.ai/v1"
 api_key = "${PORTKEY_API_KEY}"
 
 [scaleway]
 display_name = "Scaleway"
-enabled = true
+enabled = false
 endpoint = "${SCALEWAY_ENDPOINT}"
 api_key = "${SCALEWAY_API_KEY}"
 
 [vertexai]
 display_name = "Google Vertex AI"
-enabled = true                                            # This is the only one we disable beacuse setting it up requires internet access just to get credentials so it fails in CI sandboxes
+enabled = false                                            # This is the only one we disable beacuse setting it up requires internet access just to get credentials so it fails in CI sandboxes
 gcp_project_id = "${GCP_PROJECT_ID}"
 gcp_location = "${GCP_LOCATION}"
 gcp_credentials_file_path = "${GCP_CREDENTIALS_FILE_PATH}"
 
 [xai]
 display_name = "xAI"
-enabled = true
+enabled = false
 endpoint = "https://api.x.ai/v1"
 api_key = "${XAI_API_KEY}"
 
@@ -103,6 +103,6 @@ enabled = true
 # Deprecated
 [pipelex_inference]
 display_name = "🛑 Legacy Pipelex Inference"
-enabled = true
+enabled = false
 endpoint = "https://inference.pipelex.com/v1"
 api_key = "${PIPELEX_INFERENCE_API_KEY}"
diff --git a/.pipelex/inference/deck/1_llm_deck.toml b/.pipelex/inference/deck/1_llm_deck.toml
new file mode 100644
index 0000000..6b9d8c3
--- /dev/null
+++ b/.pipelex/inference/deck/1_llm_deck.toml
@@ -0,0 +1,79 @@
+####################################################################################################
+# Pipelex Model Deck - LLM Configuration
+####################################################################################################
+#
+# This file defines model defaults, aliases, and presets for LLMs
+#
+# Model Reference Syntax:
+# - Preset:    $preset_name or preset:preset_name
+# - Alias:     @alias_name or alias:alias_name
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+####################################################################################################
+# LLM Default Choices
+####################################################################################################
+
+[llm.choice_defaults]
+default_temperature = 0.5
+for_text = "@default-general"
+for_object = "@default-general"
+
+####################################################################################################
+# LLM Aliases
+####################################################################################################
+
+[llm.aliases]
+best-gpt = "gpt-5.2"
+best-claude = "claude-4.5-opus"
+best-gemini = "gemini-3.0-pro"
+best-mistral = "mistral-large-3"
+
+# Default aliases (first choice from waterfalls)
+default-general = "claude-4.5-sonnet"
+default-premium = "claude-4.5-opus"
+default-premium-vision = "claude-4.5-opus"
+default-premium-structured = "claude-4.5-opus"
+default-large-context-code = "gemini-3.0-pro"
+default-large-context-text = "gemini-2.5-flash"
+default-small = "gemini-2.5-flash-lite"
+default-small-structured = "gemini-2.5-flash-lite"
+default-small-vision = "gemini-2.5-flash-lite"
+default-small-creative = "gemini-2.5-flash-lite"
+
+####################################################################################################
+# LLM Presets
+####################################################################################################
+
+[llm.presets]
+
+# Writing
+writing-factual = { model = "@default-premium", temperature = 0.1 }
+writing-creative = { model = "@default-premium", temperature = 0.9 }
+
+# Retrieval
+retrieval = { model = "@default-large-context-text", temperature = 0.1 }
+
+# Engineering
+engineering-structured = { model = "@default-premium-structured", temperature = 0.2 }
+engineering-code = { model = "@default-premium", temperature = 0.1 }
+engineering-codebase-analysis = { model = "@best-gemini", temperature = 0.1 }
+
+# Vision
+vision = { model = "@default-premium-vision", temperature = 0.5 }
+vision-cheap = { model = "@default-small-vision", temperature = 0.5 }
+vision-diagram = { model = "@default-premium-vision", temperature = 0.3 }
+vision-table = { model = "@default-premium-vision", temperature = 0.3 }
+
+# Image generation prompting
+img-gen-prompting = { model = "@default-premium", temperature = 0.5 }
+img-gen-prompting-cheap = { model = "@default-small", temperature = 0.5 }
+
+# Testing
+testing-text = { model = "@default-small", temperature = 0.5 }
+testing-structured = { model = "@default-small-structured", temperature = 0.1 }
+testing-vision = { model = "@default-small-vision", temperature = 0.5 }
+testing-vision-structured = { model = "@default-small-vision", temperature = 0.5 }
diff --git a/.pipelex/inference/deck/2_img_gen_deck.toml b/.pipelex/inference/deck/2_img_gen_deck.toml
new file mode 100644
index 0000000..8b1725c
--- /dev/null
+++ b/.pipelex/inference/deck/2_img_gen_deck.toml
@@ -0,0 +1,49 @@
+####################################################################################################
+# Pipelex Model Deck - Image Generation Configuration
+####################################################################################################
+#
+# This file defines model aliases and presets for image generation models
+#
+# Model Reference Syntax:
+# - Preset:    $preset_name or preset:preset_name
+# - Alias:     @alias_name or alias:alias_name
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+####################################################################################################
+# Image Generation Default Choices
+####################################################################################################
+
+[img_gen]
+default_quality = "medium"
+choice_default = "$gen-image"
+
+####################################################################################################
+# Image Generation Aliases
+####################################################################################################
+
+[img_gen.aliases]
+best-gpt = "gpt-image-1.5"
+best-gemini = "nano-banana-pro"
+best-blackforestlabs = "flux-2-pro"
+
+default-general = "flux-2-pro"
+default-premium = "nano-banana-pro"
+default-small = "gpt-image-1-mini"
+
+####################################################################################################
+# Image Generation Presets
+####################################################################################################
+
+[img_gen.presets]
+
+# General purpose
+gen-image = { model = "@default-general", quality = "medium" }
+gen-image-fast = { model = "@default-small", quality = "low" }
+gen-image-high-quality = { model = "@default-premium", quality = "high" }
+
+# Testing
+gen-image-testing = { model = "@default-small", quality = "low" }
diff --git a/.pipelex/inference/deck/3_extract_deck.toml b/.pipelex/inference/deck/3_extract_deck.toml
new file mode 100644
index 0000000..1092489
--- /dev/null
+++ b/.pipelex/inference/deck/3_extract_deck.toml
@@ -0,0 +1,42 @@
+####################################################################################################
+# Pipelex Model Deck - Base Configuration
+####################################################################################################
+#
+# This file defines model aliases and presets for Document extraction models, including
+# extraction of text and images from documents and OCR and text extraction from images.
+#
+# Model Reference Syntax:
+# - Preset:    $preset_name or preset:preset_name
+# - Alias:     @alias_name or alias:alias_name
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+####################################################################################################
+# Document Extraction Default Choices
+####################################################################################################
+
+[extract]
+choice_default = "$extract-all-from-document"
+
+####################################################################################################
+# Aliases
+####################################################################################################
+
+[extract.aliases]
+default-extract-document = "azure-document-intelligence"
+default-extract-text-from-pdf = "pypdfium2-extract-pdf"
+default-software-extract-no-inference = "pypdfium2-extract-pdf"
+
+####################################################################################################
+# Extract Presets
+####################################################################################################
+
+[extract.presets]
+extract-all-from-document = { model = "@default-extract-document", max_nb_images = 100, image_min_size = 50 }
+extract-text-from-pdf = { model = "@default-extract-text-from-pdf", max_nb_images = 100, image_min_size = 50 }
+
+# Testing
+extract-testing = { model = "@default-software-extract-no-inference", max_nb_images = 100, image_min_size = 50 }
diff --git a/.pipelex/inference/deck/base_deck.toml b/.pipelex/inference/deck/base_deck.toml
deleted file mode 100644
index 63ab39e..0000000
--- a/.pipelex/inference/deck/base_deck.toml
+++ /dev/null
@@ -1,202 +0,0 @@
-####################################################################################################
-# Pipelex Model Deck - Base Configuration
-####################################################################################################
-#
-# This file defines model aliases and presets for:
-# - LLMs (language models for text generation and structured output)
-# - Image generation models (for creating images from text prompts)
-# - Document extraction models (OCR and text extraction from PDFs/images)
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-####################################################################################################
-
-####################################################################################################
-# Aliases
-####################################################################################################
-
-[aliases]
-base-claude = "claude-4.5-sonnet"
-base-gpt = "gpt-4o"
-base-gemini = "gemini-2.5-flash"
-base-mistral = "mistral-medium"
-base-groq = "llama-3.3-70b-versatile"
-base-grok = "grok-4-fast-non-reasoning"
-
-best-gpt = "gpt-5.1"
-best-claude = "claude-4.5-opus"
-best-gemini = "gemini-3.0-pro"
-best-mistral = "mistral-medium"
-
-# Groq-specific aliases
-fast-groq = "llama-3.1-8b-instant"
-vision-groq = "llama-4-scout-17b-16e-instruct"
-
-# Image generation aliases
-base-img-gen = "flux-pro/v1.1"
-best-img-gen = "flux-2"
-fast-img-gen = "fast-lightning-sdxl"
-
-####################################################################################################
-# Waterfalls
-####################################################################################################
-
-[waterfalls]
-
-# --- Waterfalls for LLMs ---------------------------------------------------------------------
-smart_llm = [
-    "claude-4.5-opus",
-    "claude-4.5-sonnet",
-    "gemini-3.0-pro",
-    "gpt-5.1",
-    "claude-4.1-opus",
-    "gemini-2.5-pro",
-    "claude-4-sonnet",
-    "grok-4-fast-non-reasoning",
-]
-smart_llm_with_vision = [
-    "claude-4.5-opus",
-    "claude-4.5-sonnet",
-    "gemini-3.0-pro",
-    "gpt-5.1",
-    "claude-4.1-opus",
-    "gemini-2.5-pro",
-    "claude-4-sonnet",
-    "grok-4-fast-non-reasoning",
-]
-smart_llm_for_structured = [
-    "claude-4.5-opus",
-    "claude-4.5-sonnet",
-    "gemini-3.0-pro",
-    "gpt-5.1",
-    "claude-4.1-opus",
-    "claude-4-sonnet",
-]
-llm_for_creativity = [
-    "claude-4.5-opus",
-    "claude-4.1-opus",
-    "gemini-2.5-pro",
-    "gpt-5.1",
-]
-llm_for_large_codebase = [
-    "gemini-2.5-pro",
-    "claude-4.5-sonnet",
-    "gemini-3.0-pro",
-    "gpt-5.1",
-    "gemini-2.5-flash",
-    "grok-4-fast-non-reasoning",
-]
-cheap_llm = [
-    "gpt-4o-mini",
-    "gemini-2.5-flash-lite",
-    "mistral-small",
-    "claude-3-haiku",
-    "grok-3-mini",
-]
-cheap_llm_for_vision = [
-    "gemini-2.5-flash-lite",
-    "gpt-4o-mini",
-    "claude-3-haiku",
-]
-cheap_llm_for_structured = ["gpt-4o-mini", "mistral-small", "claude-3-haiku"]
-cheap_llm_for_creativity = [
-    "gemini-2.5-flash",
-    "grok-3-mini",
-    "gpt-4o-mini",
-    "claude-4.5-haiku",
-]
-
-# --- Waterfalls for Extracts ---------------------------------------------------------------------
-pdf_text_extractor = [
-    "azure-document-intelligence",
-    "mistral-ocr",
-    "pypdfium2-extract-pdf",
-]
-image_text_extractor = ["mistral-ocr"]
-
-####################################################################################################
-# LLM Presets
-####################################################################################################
-
-[llm.presets]
-
-# LLM Presets — Specific skills -------------------------------------------------------------
-
-# Generation skills
-llm_for_factual_writing = { model = "base-gpt", temperature = 0.1 }
-llm_for_creative_writing = { model = "base-gpt", temperature = 0.9 }
-llm_for_writing_cheap = { model = "gpt-4o-mini", temperature = 0.3 }
-
-# Retrieve and answer questions skills
-llm_to_answer_questions_cheap = { model = "gpt-4o-mini", temperature = 0.3 }
-llm_to_answer_questions = { model = "base-claude", temperature = 0.3 }
-llm_to_retrieve = { model = "base-claude", temperature = 0.1 }
-
-# Engineering skills
-llm_to_engineer = { model = "smart_llm_for_structured", temperature = 0.2 }
-llm_to_code = { model = "base-claude", temperature = 0.1 }
-llm_to_analyze_large_codebase = { model = "base-claude", temperature = 0.1 }
-
-# Vision skills
-llm_for_img_to_text_cheap = { model = "gpt-4o-mini", temperature = 0.1 }
-llm_for_img_to_text = { model = "base-claude", temperature = 0.1 }
-llm_for_diagram_to_text = { model = "best-claude", temperature = 0.3 }
-llm_for_table_to_text = { model = "base-claude", temperature = 0.3 }
-
-# Image generation prompting skills
-llm_to_prompt_img_gen = { model = "base-claude", temperature = 0.2 }
-llm_to_prompt_img_gen_cheap = { model = "gpt-4o-mini", temperature = 0.5 }
-
-# Groq-specific presets (fast inference, low cost)
-llm_groq_fast_text = { model = "fast-groq", temperature = 0.7 }
-llm_groq_balanced = { model = "base-groq", temperature = 0.5 }
-llm_groq_vision = { model = "vision-groq", temperature = 0.3 }
-
-# LLM Presets — For Testing ---------------------------------------------------------------------
-
-llm_for_testing_gen_text = { model = "cheap_llm", temperature = 0.5 }
-llm_for_testing_gen_object = { model = "cheap_llm_for_structured", temperature = 0.1 }
-llm_for_testing_vision = { model = "cheap_llm_for_vision", temperature = 0.5 }
-llm_for_testing_vision_structured = { model = "cheap_llm_for_vision", temperature = 0.5 }
-
-####################################################################################################
-# LLM Choices
-####################################################################################################
-
-[llm.choice_defaults]
-for_text = "cheap_llm"
-for_object = "cheap_llm_for_structured"
-
-####################################################################################################
-# Extract Presets
-####################################################################################################
-
-[extract]
-choice_default = "extract_ocr_from_document"
-
-[extract.presets]
-extract_ocr_from_document = { model = "azure-document-intelligence", max_nb_images = 100, image_min_size = 50 }
-extract_basic_from_pdf = { model = "pypdfium2-extract-pdf", max_nb_images = 100, image_min_size = 50 }
-
-####################################################################################################
-# Image Generation Presets
-####################################################################################################
-
-[img_gen]
-choice_default = "gen_image_basic"
-
-[img_gen.presets]
-
-# General purpose
-gen_image_basic = { model = "base-img-gen", quality = "medium", guidance_scale = 7.5, is_moderated = true, safety_tolerance = 3 }
-gen_image_fast = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 5.0, is_moderated = true, safety_tolerance = 3 }
-gen_image_high_quality = { model = "best-img-gen", quality = "high", guidance_scale = 8.0, is_moderated = true, safety_tolerance = 3 }
-gen_image_openai_low_quality = { model = "gpt-image-1", quality = "low" }
-
-# Specific skills
-img_gen_for_art = { model = "best-img-gen", quality = "high", guidance_scale = 9.0, is_moderated = false, safety_tolerance = 5 }
-img_gen_for_diagram = { model = "base-img-gen", quality = "medium", guidance_scale = 7.0, is_moderated = true, safety_tolerance = 2 }
-img_gen_for_mockup = { model = "base-img-gen", quality = "medium", guidance_scale = 6.5, is_moderated = true, safety_tolerance = 3 }
-img_gen_for_product = { model = "best-img-gen", quality = "high", guidance_scale = 8.5, is_moderated = true, safety_tolerance = 2 }
-img_gen_for_testing = { model = "fast-img-gen", nb_steps = 4, guidance_scale = 4.0, is_moderated = true, safety_tolerance = 4 }
diff --git a/.pipelex/inference/deck/demo_deck.toml b/.pipelex/inference/deck/demo_deck.toml
deleted file mode 100644
index 7bf71eb..0000000
--- a/.pipelex/inference/deck/demo_deck.toml
+++ /dev/null
@@ -1,16 +0,0 @@
-[llm.presets]
-
-# llm_for_recruitment = { model = "gpt-4o-mini", temperature = 0.3 }
-llm_for_recruitment = { model = "qwen3-235b-a22b-instruct-2507", temperature = 0.3 }
-
-llm_for_marketing_design = { model = "gpt-4o-mini", temperature = 0.9 }
-
-[img_gen.presets]
-# img_gen_for_marketing_design = { model = "fast-lightning-sdxl" }
-# img_gen_for_marketing_design = { model = "nano-banana-pro" }
-
-
-img_gen_for_marketing_design = { model = "gpt-image-1.5" }
-
-# gen_image_high_quality = { model = "gpt-image-1.5", quality = "high" }
-gen_image_high_quality = { model = "fast-lightning-sdxl", quality = "high" }
diff --git a/.pipelex/inference/deck/overrides.toml b/.pipelex/inference/deck/overrides.toml
deleted file mode 100644
index 08814db..0000000
--- a/.pipelex/inference/deck/overrides.toml
+++ /dev/null
@@ -1,19 +0,0 @@
-####################################################################################################
-# Pipelex Model Deck - Overrides
-####################################################################################################
-#
-# This file allows you to override the default model choices defined in base_deck.toml.
-# You can customize presets for LLMs, image generation, and document extraction models.
-#
-# Documentation: https://docs.pipelex.com
-# Support: https://go.pipelex.com/discord
-#
-####################################################################################################
-
-####################################################################################################
-# LLM Deck overrides
-####################################################################################################
-
-[llm.choice_overrides]
-for_text = "disabled"
-for_object = "disabled"
diff --git a/.pipelex/inference/deck/x_custom_extract_deck.toml b/.pipelex/inference/deck/x_custom_extract_deck.toml
new file mode 100644
index 0000000..c3c3b9f
--- /dev/null
+++ b/.pipelex/inference/deck/x_custom_extract_deck.toml
@@ -0,0 +1,39 @@
+####################################################################################################
+# Pipelex Model Deck - Custom Configurations for Document Extraction Models
+####################################################################################################
+#
+# This file allows you to override or complete the base model decks.
+#
+# ADVANCED USERS ONLY: This file is for users who bring their own API keys and connect directly
+# to AI providers (Azure, Mistral, etc.) without using the Pipelex Gateway.
+#
+# If you're using the standard Pipelex Gateway setup, you don't need to modify this file.
+# The Gateway handles model routing automatically and supports all available models.
+#
+# Waterfalls are useful when using multiple backends directly - they define ordered lists
+# of models that are resolved at configuration time based on which backends are available.
+# This enables defining pipelines that work across different environments with varying
+# backend configurations.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+
+####################################################################################################
+# Waterfalls — ordered lists of models resolved at configuration time by backend availability
+#
+# Example (uncomment to use):
+# [extract.waterfalls]
+# document_extractor = ["azure-document-intelligence", "mistral-document-ai-2505"]
+# pdf_text_extractor = [
+#     "azure-document-intelligence",
+#     "mistral-document-ai-2505",
+#     "pypdfium2-extract-pdf",
+# ]
+# image_text_extractor = [
+#     "azure-document-intelligence",
+#     "mistral-document-ai-2505",
+# ]
+####################################################################################################
diff --git a/.pipelex/inference/deck/x_custom_llm_deck.toml b/.pipelex/inference/deck/x_custom_llm_deck.toml
new file mode 100644
index 0000000..eb47480
--- /dev/null
+++ b/.pipelex/inference/deck/x_custom_llm_deck.toml
@@ -0,0 +1,71 @@
+####################################################################################################
+# Pipelex Model Deck - Custom Configurations for LLMs
+####################################################################################################
+#
+# This file allows you to override or complete the base model decks.
+#
+# ADVANCED USERS ONLY: This file is for users who bring their own API keys and connect directly
+# to AI providers (OpenAI, Anthropic, Google, etc.) without using the Pipelex Gateway.
+#
+# If you're using the standard Pipelex Gateway setup, you don't need to modify this file.
+# The Gateway handles model routing automatically and supports all available models.
+#
+# Waterfalls are useful when using multiple backends directly - they define ordered lists
+# of models that are resolved at configuration time based on which backends are available.
+# This enables defining pipelines that work across different environments with varying
+# backend configurations.
+#
+# Documentation: https://docs.pipelex.com
+# Support: https://go.pipelex.com/discord
+#
+####################################################################################################
+
+####################################################################################################
+# LLM Deck overrides
+####################################################################################################
+
+[llm.choice_overrides]
+for_text = "disabled"
+for_object = "disabled"
+
+
+####################################################################################################
+# Waterfalls — ordered lists of models resolved at configuration time by backend availability
+#
+# Example (uncomment to use):
+# [llm.waterfalls]
+# premium-llm = ["claude-4.5-opus", "gemini-3.0-pro", "gpt-5.2", "grok-4"]
+# premium-llm-vision = [
+#     "claude-4.5-opus",
+#     "gemini-3.0-pro",
+#     "gpt-5.2",
+#     "grok-4-fast-reasoning",
+# ]
+# premium-llm-structured = [
+#     "claude-4.5-opus",
+#     "gemini-3.0-pro",
+#     "gpt-5.2",
+#     "grok-4",
+# ]
+# large-context-llm-code = [
+#     "gemini-3.0-pro",
+#     "claude-4.5-opus",
+#     "gpt-5.2",
+#     "grok-4-fast-reasoning",
+# ]
+# large-context-llm-text = ["gemini-2.5-flash", "claude-4.5-sonnet"]
+# small-llm = [
+#     "gemini-2.5-flash-lite",
+#     "gpt-4o-mini",
+#     "claude-3-haiku",
+#     "phi-4",
+#     "grok-3-mini",
+# ]
+# small-llm-structured = [
+#     "gemini-2.5-flash-lite",
+#     "gpt-4o-mini",
+#     "claude-3-haiku",
+# ]
+# small-llm-vision = ["gemini-2.5-flash-lite", "gpt-4o-mini", "claude-3-haiku"]
+# small-llm-creative = ["gemini-2.5-flash-lite", "gpt-4o-mini", "claude-3-haiku"]
+####################################################################################################
diff --git a/.pipelex/inference/routing_profiles.toml b/.pipelex/inference/routing_profiles.toml
index bf40281..59a77db 100644
--- a/.pipelex/inference/routing_profiles.toml
+++ b/.pipelex/inference/routing_profiles.toml
@@ -9,49 +9,18 @@
 # =========================================================================================
 
 # Which profile to use (change this to switch routing)
-active = "pipelex_gateway_first"
+active = "all_pipelex_gateway"
 
-# We recommend using the "pipelex_gateway_first" profile to get a head start with all models.
+# We recommend using the "all_pipelex_gateway" profile to get a head start with all models.
 # To use the Pipelex Gateway backend:
-# 1. Join our Discord community to get your free API key (no credit card required):
-#    Visit https://go.pipelex.com/discord and request your key in the appropriate channel
-# 2. Set the environment variable (or add it to your .env file):
-#    - Linux/macOS: export PIPELEX_GATEWAY_API_KEY="your-api-key"
-#    - Windows CMD: set PIPELEX_GATEWAY_API_KEY=your-api-key
-#    - Windows PowerShell: $env:PIPELEX_GATEWAY_API_KEY="your-api-key"
-# 3. The .pipelex/inference/backends.toml is already configured with api_key = "${PIPELEX_GATEWAY_API_KEY}"
-#    which will get the key from the environment variable.
+# 1. Get your API key at https://app.pipelex.com (free credits included)
+# 2. Add it to your .env file: PIPELEX_GATEWAY_API_KEY=your-key-here
+# 3. Run `pipelex init` and accept the Gateway terms of service
 
 # =========================================================================================
 # Routing Profiles
 # =========================================================================================
 
-[profiles.pipelex_gateway_first]
-description = "Use Pipelex Gateway backend for all its supported models"
-default = "pipelex_gateway"
-fallback_order = [
-    "pipelex_gateway",
-    "azure_openai",
-    "bedrock",
-    "google",
-    "blackboxai",
-    "mistral",
-    "fal",
-]
-
-[profiles.pipelex_gateway_first.routes]
-# Pattern matching: "model-pattern" = "backend-name"
-
-[profiles.pipelex_gateway_first.optional_routes] # Each optional route is considered only if its backend is available
-"gpt-*" = "pipelex_gateway"
-"gpt-image-1" = "openai"
-"claude-*" = "pipelex_gateway"
-"grok-*" = "pipelex_gateway"
-"gemini-*" = "pipelex_gateway"
-"*-sdxl" = "fal"
-"flux-*" = "fal"
-"mistral-ocr" = "mistral"
-
 [profiles.all_pipelex_gateway]
 description = "Use Pipelex Gateway for all its supported models"
 default = "pipelex_gateway"
@@ -108,6 +77,10 @@ default = "portkey"
 description = "Use Scaleway backend for all its supported models"
 default = "scaleway"
 
+[profiles.all_vertexai]
+description = "Use Vertex AI backend for all its supported models"
+default = "vertexai"
+
 [profiles.all_xai]
 description = "Use xAI backend for all its supported models"
 default = "xai"
diff --git a/examples.sh b/examples.sh
index 7f95f1f..22a53c0 100644
--- a/examples.sh
+++ b/examples.sh
@@ -7,31 +7,33 @@ pipelex build pipe "Imagine a cute animal mascot for a startup based on its elev
 
 pipelex build pipe "Given an expense report, apply company rules"
 
-pipelex build pipe "Given a theme, write a Haiku" --graph --graph-full-data
+pipelex build pipe "Given a theme, write a Haiku"
 
 pipelex build pipe "Imagine a crazy funny image to render, like a green cow on the Eiffel Tower but not that, and then render it"--no-output --graph --graph-full-data
 
-pipelex run generate_crazy_image --graph
-pipelex run generate_crazy_image --graph --graph-full-data
+pipelex run generate_crazy_image
 
-pipelex run cv_job_match --inputs pipelines/cv_and_offer/inputs.json --graph
-pipelex run cv_job_match --inputs pipelines/cv_and_offer/inputs.json --graph --dry-run
-pipelex run cv_job_match --inputs pipelines/cv_and_offer/inputs.json --no-output --graph --graph-full-data
+pipelex run cv_job_match --inputs pipelines/cv_and_offer/inputs.json
+pipelex run cv_job_match --inputs pipelines/cv_and_offer/inputs.json --dry-run
 
-pipelex run batch_cv_job_match --inputs cv_batch/inputs.json --no-output --graph --graph-full-data
+pipelex run batch_cv_job_match --inputs cv_batch/inputs.json
 
 pipelex graph render graph.json
 
 
 
 # pipelex run examples/cv_and_offer/cv_job_match.plx --inputs examples/cv_and_offer/inputs.json --no-output --graph --graph-full-data
-pipelex run cv_job_match --inputs cv_and_offer/inputs.json --no-output --graph --graph-full-data -L cv_and_offer
+pipelex run cv_job_match --inputs cv_and_offer/inputs.json -L cv_and_offer
 
 pipelex run examples/cv_batch/bundle.plx --inputs examples/cv_batch/inputs.json
-pipelex run examples/cv_batch/bundle.plx --inputs examples/cv_batch/inputs.json --no-output
 
 
-pipelex build pipe "Take a CV and Job offer, analyze if they match and generate 5 questions for the interview" --graph
+pipelex build pipe "Take a CV and Job offer, analyze if they match and generate 5 questions for the interview"
+
+pipelex build pipe "Take a CV PDF and Job offer PDF, analyze if they match and generate 5 questions for the interview"
 
 pipelex build pipe "Take a series of experimental material and contact angle data measurements and rolling angle data measurements and rank the materials by hydrophobicity" --graph --graph-full-data
 
+pipelex build pipe "Take a document, extract its content, review the text to determine the extraction quality (confidence percentage between 0 and 100) and if it's below 98, pass it to a Vision model, along with the text, to complete/perfect it, otherwise, if it's above 98, return it as is."
+
+pipelex build pipe "Take a scanned page, extract its content, review the text to determine the extraction quality (confidence percentage between 0 and 100) and if it's below 98, pass it to a Vision model, along with the text, to complete/perfect it, otherwise, if it's above 98, return it as is"
\ No newline at end of file
diff --git a/pipelines/crazy/__init__.py b/examples/crazy/__init__.py
similarity index 100%
rename from pipelines/crazy/__init__.py
rename to examples/crazy/__init__.py
diff --git a/pipelines/crazy/bundle.plx b/examples/crazy/bundle.plx
similarity index 96%
rename from pipelines/crazy/bundle.plx
rename to examples/crazy/bundle.plx
index af706cd..6e52f22 100644
--- a/pipelines/crazy/bundle.plx
+++ b/examples/crazy/bundle.plx
@@ -25,7 +25,7 @@ description = """
 Generates a creative, absurd, and hilarious image concept combining unexpected elements in surreal ways - think flying spaghetti monsters, penguins in business suits at a disco, or a T-Rex doing yoga on the moon
 """
 output = "ImagePrompt"
-model = "cheap_llm_for_creativity"
+model = "$img-gen-prompting-cheap"
 system_prompt = """
 You are a wildly creative visual concept artist specializing in absurd, surreal, and hilarious imagery. Your task is to generate a structured image prompt that combines unexpected elements in surprising and funny ways. Think outside the box - the more unexpected the combination, the better!
 """
@@ -39,4 +39,4 @@ description = "Generates the absurd image based on the creative scene descriptio
 inputs = { image_prompt = "ImagePrompt" }
 output = "Image"
 prompt = "$image_prompt"
-model = "gen_image_high_quality"
+model = "$gen-image-high-quality"
diff --git a/pipelines/crazy/bundle_view.html b/examples/crazy/bundle_view.html
similarity index 99%
rename from pipelines/crazy/bundle_view.html
rename to examples/crazy/bundle_view.html
index 0e294d7..dfae36e 100644
--- a/pipelines/crazy/bundle_view.html
+++ b/examples/crazy/bundle_view.html
@@ -104,7 +104,7 @@
 <span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
 <span class="r4">│</span><span class="r7"> Output: </span><span class="r5">Image</span><span class="r7">                                                                                    </span><span class="r4">│</span>
 <span class="r4">│</span><span class="r7">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r7"> Image Generation Skill: </span><span class="r2">gen_image_high_quality</span><span class="r7">                                                   </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r7"> Image Generation Skill: </span><span class="r2">$gen-image-high-quality</span><span class="r7">                                                   </span><span class="r4">│</span>
 <span class="r4">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</span>
 </code></pre>
 </body>
diff --git a/pipelines/crazy/bundle_view.svg b/examples/crazy/bundle_view.svg
similarity index 99%
rename from pipelines/crazy/bundle_view.svg
rename to examples/crazy/bundle_view.svg
index a7dbf52..632ad34 100644
--- a/pipelines/crazy/bundle_view.svg
+++ b/examples/crazy/bundle_view.svg
@@ -389,7 +389,7 @@
 </text><text class="terminal-3078501441-r5" x="0" y="1923.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-78)">│</text><text class="terminal-3078501441-r5" x="1207.8" y="1923.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-78)">│</text><text class="terminal-3078501441-r3" x="1220" y="1923.2" textLength="12.2" clip-path="url(#terminal-3078501441-line-78)">
 </text><text class="terminal-3078501441-r5" x="0" y="1947.6" textLength="12.2" clip-path="url(#terminal-3078501441-line-79)">│</text><text class="terminal-3078501441-r3" x="24.4" y="1947.6" textLength="97.6" clip-path="url(#terminal-3078501441-line-79)">Output:&#160;</text><text class="terminal-3078501441-r6" x="122" y="1947.6" textLength="61" clip-path="url(#terminal-3078501441-line-79)">Image</text><text class="terminal-3078501441-r5" x="1207.8" y="1947.6" textLength="12.2" clip-path="url(#terminal-3078501441-line-79)">│</text><text class="terminal-3078501441-r3" x="1220" y="1947.6" textLength="12.2" clip-path="url(#terminal-3078501441-line-79)">
 </text><text class="terminal-3078501441-r5" x="0" y="1972" textLength="12.2" clip-path="url(#terminal-3078501441-line-80)">│</text><text class="terminal-3078501441-r5" x="1207.8" y="1972" textLength="12.2" clip-path="url(#terminal-3078501441-line-80)">│</text><text class="terminal-3078501441-r3" x="1220" y="1972" textLength="12.2" clip-path="url(#terminal-3078501441-line-80)">
-</text><text class="terminal-3078501441-r5" x="0" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">│</text><text class="terminal-3078501441-r3" x="24.4" y="1996.4" textLength="292.8" clip-path="url(#terminal-3078501441-line-81)">Image&#160;Generation&#160;Skill:&#160;</text><text class="terminal-3078501441-r2" x="317.2" y="1996.4" textLength="268.4" clip-path="url(#terminal-3078501441-line-81)">gen_image_high_quality</text><text class="terminal-3078501441-r5" x="1207.8" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">│</text><text class="terminal-3078501441-r3" x="1220" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">
+</text><text class="terminal-3078501441-r5" x="0" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">│</text><text class="terminal-3078501441-r3" x="24.4" y="1996.4" textLength="292.8" clip-path="url(#terminal-3078501441-line-81)">Image&#160;Generation&#160;Skill:&#160;</text><text class="terminal-3078501441-r2" x="317.2" y="1996.4" textLength="268.4" clip-path="url(#terminal-3078501441-line-81)">$gen-image-high-quality</text><text class="terminal-3078501441-r5" x="1207.8" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">│</text><text class="terminal-3078501441-r3" x="1220" y="1996.4" textLength="12.2" clip-path="url(#terminal-3078501441-line-81)">
 </text><text class="terminal-3078501441-r5" x="0" y="2020.8" textLength="1220" clip-path="url(#terminal-3078501441-line-82)">└──────────────────────────────────────────────────────────────────────────────────────────────────┘</text><text class="terminal-3078501441-r3" x="1220" y="2020.8" textLength="12.2" clip-path="url(#terminal-3078501441-line-82)">
 </text>
     </g>
diff --git a/pipelines/crazy/inputs.json b/examples/crazy/inputs.json
similarity index 100%
rename from pipelines/crazy/inputs.json
rename to examples/crazy/inputs.json
diff --git a/pipelines/crazy/run_generate_crazy_image.py b/examples/crazy/run_generate_crazy_image.py
similarity index 100%
rename from pipelines/crazy/run_generate_crazy_image.py
rename to examples/crazy/run_generate_crazy_image.py
diff --git a/pipelines/crazy/structures/__init__.py b/examples/crazy/structures/__init__.py
similarity index 100%
rename from pipelines/crazy/structures/__init__.py
rename to examples/crazy/structures/__init__.py
diff --git a/pipelines/crazy/structures/crazy_image_generation_ImagePrompt.py b/examples/crazy/structures/crazy_image_generation_ImagePrompt.py
similarity index 78%
rename from pipelines/crazy/structures/crazy_image_generation_ImagePrompt.py
rename to examples/crazy/structures/crazy_image_generation_ImagePrompt.py
index 46b45ae..dd8169d 100644
--- a/pipelines/crazy/structures/crazy_image_generation_ImagePrompt.py
+++ b/examples/crazy/structures/crazy_image_generation_ImagePrompt.py
@@ -10,12 +10,8 @@
 To regenerate: pipelex build structures <target_directory>
 """
 
-from enum import Enum
-from typing import Any, Dict, List, Literal, Optional
 
-from pipelex.core.stuffs.structured_content import StructuredContent
 from pipelex.core.stuffs.text_content import TextContent
-from pydantic import Field
 
 
 class ImagePrompt(TextContent):
diff --git a/cv_and_offer/__init__.py b/examples/cv_and_offer/__init__.py
similarity index 100%
rename from cv_and_offer/__init__.py
rename to examples/cv_and_offer/__init__.py
diff --git a/examples/cv_and_offer/cv_job_match.plx b/examples/cv_and_offer/cv_job_match.plx
new file mode 100644
index 0000000..47a74c5
--- /dev/null
+++ b/examples/cv_and_offer/cv_job_match.plx
@@ -0,0 +1,162 @@
+domain = "cv_and_offer"
+description = "Analyzing CV and job offer compatibility and generating interview questions"
+main_pipe = "cv_job_match"
+
+[concept]
+CVAnalysis = "Structured analysis of a candidate's curriculum vitae highlighting their professional profile."
+JobRequirements = "Structured analysis of a job offer detailing what the employer is seeking."
+MatchAnalysis = "Evaluation of how well a candidate aligns with job requirements."
+InterviewQuestion = "A targeted question designed for a job interview with its underlying purpose."
+InterviewSheet = "A comprehensive interview preparation document combining match analysis with targeted interview questions."
+
+[pipe.cv_job_match]
+type = "PipeSequence"
+description = """
+Main pipeline that processes CV and job offer PDFs, analyzes their match, and generates targeted interview questions. This is the entry point for the CV-job matching workflow.
+"""
+inputs = { cv_pdf = "Document", job_offer_pdf = "Document" }
+output = "InterviewSheet"
+steps = [
+    { pipe = "extract_documents", result = "extracted_documents" },
+    { pipe = "analyze_documents", result = "analyzed_documents" },
+    { pipe = "evaluate_match", result = "match_analysis" },
+    { pipe = "generate_interview_questions", result = "interview_questions" },
+    { pipe = "compose_interview_sheet", result = "interview_sheet" },
+]
+
+[pipe.extract_documents]
+type = "PipeParallel"
+description = "Extracts text content from both the CV and job offer PDFs concurrently"
+inputs = { cv_pdf = "Document", job_offer_pdf = "Document" }
+output = "Page[]"
+parallels = [
+    { pipe = "extract_cv", result = "cv_pages" },
+    { pipe = "extract_job_offer", result = "job_offer_pages" },
+]
+add_each_output = true
+
+[pipe.extract_cv]
+type = "PipeExtract"
+description = "Extracts text content from the CV PDF document"
+inputs = { cv_pdf = "Document" }
+output = "Page[]"
+model = "$extract-text-from-pdf"
+
+[pipe.extract_job_offer]
+type = "PipeExtract"
+description = "Extracts text content from the job offer PDF document"
+inputs = { job_offer_pdf = "Document" }
+output = "Page[]"
+model = "$extract-text-from-pdf"
+
+[pipe.analyze_documents]
+type = "PipeParallel"
+description = "Analyzes both the CV and job offer documents concurrently to extract structured information"
+inputs = { cv_pages = "Page", job_offer_pages = "Page" }
+output = "Text"
+parallels = [
+    { pipe = "analyze_cv", result = "cv_analysis" },
+    { pipe = "analyze_job_offer", result = "job_requirements" },
+]
+add_each_output = true
+
+[pipe.analyze_cv]
+type = "PipeLLM"
+description = """
+Analyzes the CV to extract key information including skills, experience, education, previous roles, and notable achievements
+"""
+inputs = { cv_pages = "Page" }
+output = "CVAnalysis"
+model = "writing-factual"
+system_prompt = """
+You are an expert HR analyst specializing in CV evaluation. Your task is to analyze curriculum vitae documents and extract structured information about candidates' professional profiles.
+"""
+prompt = """
+Analyze the following CV and extract the candidate's key professional information.
+
+@cv_pages
+"""
+
+[pipe.analyze_job_offer]
+type = "PipeLLM"
+description = """
+Analyzes the job offer to extract requirements including required skills, preferred skills, responsibilities, qualifications, and experience level
+"""
+inputs = { job_offer_pages = "Page" }
+output = "JobRequirements"
+model = "writing-factual"
+system_prompt = """
+You are an expert HR analyst specializing in job offer analysis. Your task is to extract and structure key requirements from job postings into a structured format.
+"""
+prompt = """
+Analyze the following job offer and extract the key requirements for the position.
+
+@job_offer_pages
+"""
+
+[pipe.evaluate_match]
+type = "PipeLLM"
+description = """
+Evaluates how well the candidate matches the job requirements, identifying matching skills, gaps, experience alignment, and areas to explore during interview
+"""
+inputs = { cv_analysis = "CVAnalysis", job_requirements = "JobRequirements" }
+output = "MatchAnalysis"
+model = "writing-factual"
+system_prompt = """
+You are an expert HR analyst and recruiter. Your task is to evaluate how well a candidate matches a job position by analyzing their CV against the job requirements. Provide a structured assessment that will help hiring managers make informed decisions.
+"""
+prompt = """
+Evaluate how well the candidate matches the job requirements based on the following information:
+
+**Candidate CV Analysis:**
+@cv_analysis
+
+**Job Requirements:**
+@job_requirements
+
+Analyze the alignment between the candidate's profile and the job requirements. Identify matching skills, missing skills, assess experience alignment, note any areas of concern, and highlight areas that should be explored further during the interview process. Provide an overall match score as a percentage.
+"""
+
+[pipe.generate_interview_questions]
+type = "PipeLLM"
+description = """
+Creates 5 targeted interview questions based on the match analysis, focusing on verifying claimed skills, exploring gaps, and assessing cultural fit
+"""
+inputs = { cv_analysis = "CVAnalysis", job_requirements = "JobRequirements", match_analysis = "MatchAnalysis" }
+output = "InterviewQuestion[5]"
+model = "writing-factual"
+system_prompt = """
+You are an expert HR interviewer and talent acquisition specialist. Your task is to generate structured interview questions that will help assess a candidate's fit for a specific role. Each question should be purposeful and designed to verify skills, explore potential gaps, or assess cultural fit.
+"""
+prompt = """
+Based on the following candidate analysis, job requirements, and match analysis, generate 5 targeted interview questions.
+
+@cv_analysis
+
+@job_requirements
+
+@match_analysis
+
+Create questions that:
+1. Verify the candidate's claimed skills and experience
+2. Explore any identified gaps or areas of concern
+3. Assess cultural and role fit
+4. Investigate areas that warrant further exploration
+"""
+
+[pipe.compose_interview_sheet]
+type = "PipeCompose"
+description = """
+Composes the final interview sheet by combining the match analysis results with the generated interview questions into a single structured document.
+"""
+inputs = { match_analysis = "MatchAnalysis", interview_questions = "InterviewQuestion[]" }
+output = "InterviewSheet"
+
+[pipe.compose_interview_sheet.construct]
+overall_match_score = { from = "match_analysis.overall_match_score" }
+matching_skills = { from = "match_analysis.matching_skills" }
+missing_skills = { from = "match_analysis.missing_skills" }
+experience_alignment = { from = "match_analysis.experience_alignment" }
+areas_of_concern = { from = "match_analysis.areas_of_concern" }
+areas_to_explore = { from = "match_analysis.areas_to_explore" }
+questions = { from = "interview_questions" }
diff --git a/cv_and_offer/cv_job_matching_analysis.py b/examples/cv_and_offer/cv_job_matching_analysis.py
similarity index 100%
rename from cv_and_offer/cv_job_matching_analysis.py
rename to examples/cv_and_offer/cv_job_matching_analysis.py
diff --git a/cv_and_offer/cv_job_matching_itvw_question.py b/examples/cv_and_offer/cv_job_matching_itvw_question.py
similarity index 100%
rename from cv_and_offer/cv_job_matching_itvw_question.py
rename to examples/cv_and_offer/cv_job_matching_itvw_question.py
diff --git a/cv_and_offer/cv_job_matching_itvw_sheet.py b/examples/cv_and_offer/cv_job_matching_itvw_sheet.py
similarity index 100%
rename from cv_and_offer/cv_job_matching_itvw_sheet.py
rename to examples/cv_and_offer/cv_job_matching_itvw_sheet.py
diff --git a/cv_and_offer/cv_job_matching_job_requirements.py b/examples/cv_and_offer/cv_job_matching_job_requirements.py
similarity index 100%
rename from cv_and_offer/cv_job_matching_job_requirements.py
rename to examples/cv_and_offer/cv_job_matching_job_requirements.py
diff --git a/cv_and_offer/cv_job_matching_match_analysis.py b/examples/cv_and_offer/cv_job_matching_match_analysis.py
similarity index 100%
rename from cv_and_offer/cv_job_matching_match_analysis.py
rename to examples/cv_and_offer/cv_job_matching_match_analysis.py
diff --git a/cv_and_offer/graphspec.json b/examples/cv_and_offer/graphspec.json
similarity index 100%
rename from cv_and_offer/graphspec.json
rename to examples/cv_and_offer/graphspec.json
diff --git a/cv_and_offer/inputs.json b/examples/cv_and_offer/inputs.json
similarity index 100%
rename from cv_and_offer/inputs.json
rename to examples/cv_and_offer/inputs.json
diff --git a/cv_and_offer/mermaidflow.html b/examples/cv_and_offer/mermaidflow.html
similarity index 100%
rename from cv_and_offer/mermaidflow.html
rename to examples/cv_and_offer/mermaidflow.html
diff --git a/cv_and_offer/reactflow.html b/examples/cv_and_offer/reactflow.html
similarity index 100%
rename from cv_and_offer/reactflow.html
rename to examples/cv_and_offer/reactflow.html
diff --git a/examples/cv_batch/bundle.plx b/examples/cv_batch/bundle.plx
index 2ceed79..f9992db 100644
--- a/examples/cv_batch/bundle.plx
+++ b/examples/cv_batch/bundle.plx
@@ -48,7 +48,7 @@ type = "PipeExtract"
 description = "Extracts text content from the job offer PDF document"
 inputs = { job_offer_pdf = "Document" }
 output = "Page[]"
-model = "pdf_text_extractor"
+model = "$extract-text-from-pdf"
 
 [pipe.analyze_job_requirements]
 type = "PipeLLM"
@@ -57,7 +57,7 @@ Parses and summarizes the job requirements from the extracted job offer content,
 """
 inputs = { job_offer_pages = "Page" }
 output = "JobRequirements"
-model = "llm_for_recruitment"
+model = "$writing-factual"
 system_prompt = """
 You are an expert HR analyst specializing in parsing job descriptions. Your task is to extract and summarize job requirements into a structured format.
 """
@@ -83,7 +83,7 @@ type = "PipeExtract"
 description = "Extracts text content from the CV PDF document"
 inputs = { cv_pdf = "Document" }
 output = "Page[]"
-model = "pdf_text_extractor"
+model = "$extract-text-from-pdf"
 
 [pipe.analyze_cv]
 type = "PipeLLM"
@@ -92,7 +92,7 @@ Parses and summarizes the candidate's professional profile from the extracted CV
 """
 inputs = { cv_pages = "Page" }
 output = "CandidateProfile"
-model = "llm_for_recruitment"
+model = "$writing-factual"
 system_prompt = """
 You are an expert HR analyst specializing in parsing and summarizing candidate CVs. Your task is to extract and structure the candidate's professional profile into a structured format.
 """
@@ -109,7 +109,7 @@ Evaluates how well the candidate matches the job requirements, calculating a mat
 """
 inputs = { candidate_profile = "CandidateProfile", job_requirements = "JobRequirements" }
 output = "MatchAnalysis"
-model = "llm_for_recruitment"
+model = "$writing-factual"
 system_prompt = """
 You are an expert HR analyst specializing in candidate-job fit evaluation. Your task is to produce a structured match analysis comparing a candidate's profile against job requirements.
 """
diff --git a/examples/cv_batch/bundle_view.html b/examples/cv_batch/bundle_view.html
index cd76b22..e2bbed0 100644
--- a/examples/cv_batch/bundle_view.html
+++ b/examples/cv_batch/bundle_view.html
@@ -229,7 +229,7 @@
 <span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
 <span class="r4">│</span><span class="r8"> Output: </span><span class="r6">JobRequirements</span><span class="r8">                                                                          </span><span class="r4">│</span>
 <span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
-<span class="r4">│</span><span class="r8"> LLM Skill: </span><span class="r2">llm_to_answer_questions_cheap</span><span class="r8">                                                         </span><span class="r4">│</span>
+<span class="r4">│</span><span class="r8"> LLM Skill: </span><span class="r2">writing-factual</span><span class="r8">                                                         </span><span class="r4">│</span>
 <span class="r4">│</span><span class="r8">                                                                                                  </span><span class="r4">│</span>
 <span class="r4">│</span><span class="r8"> </span><span class="r10">╭─ System Prompt ──────────────────────────────────────────────────────────────────────────────╮</span><span class="r8"> </span><span class="r4">│</span>
 <span class="r4">│</span><span class="r8"> </span><span class="r10">│</span><span class="r8"> You are an expert HR analyst specializing in parsing job descriptions. Your task is to       </span><span class="r10">│</span><span class="r8"> </span><span class="r4">│</span>
diff --git a/examples/cv_batch/bundle_view.svg b/examples/cv_batch/bundle_view.svg
index 6431772..e96c21b 100644
--- a/examples/cv_batch/bundle_view.svg
+++ b/examples/cv_batch/bundle_view.svg
@@ -1159,7 +1159,7 @@
 </text><text class="terminal-1542411435-r5" x="0" y="4948.8" textLength="12.2" clip-path="url(#terminal-1542411435-line-202)">│</text><text class="terminal-1542411435-r5" x="1207.8" y="4948.8" textLength="12.2" clip-path="url(#terminal-1542411435-line-202)">│</text><text class="terminal-1542411435-r3" x="1220" y="4948.8" textLength="12.2" clip-path="url(#terminal-1542411435-line-202)">
 </text><text class="terminal-1542411435-r5" x="0" y="4973.2" textLength="12.2" clip-path="url(#terminal-1542411435-line-203)">│</text><text class="terminal-1542411435-r3" x="24.4" y="4973.2" textLength="97.6" clip-path="url(#terminal-1542411435-line-203)">Output:&#160;</text><text class="terminal-1542411435-r7" x="122" y="4973.2" textLength="183" clip-path="url(#terminal-1542411435-line-203)">JobRequirements</text><text class="terminal-1542411435-r5" x="1207.8" y="4973.2" textLength="12.2" clip-path="url(#terminal-1542411435-line-203)">│</text><text class="terminal-1542411435-r3" x="1220" y="4973.2" textLength="12.2" clip-path="url(#terminal-1542411435-line-203)">
 </text><text class="terminal-1542411435-r5" x="0" y="4997.6" textLength="12.2" clip-path="url(#terminal-1542411435-line-204)">│</text><text class="terminal-1542411435-r5" x="1207.8" y="4997.6" textLength="12.2" clip-path="url(#terminal-1542411435-line-204)">│</text><text class="terminal-1542411435-r3" x="1220" y="4997.6" textLength="12.2" clip-path="url(#terminal-1542411435-line-204)">
-</text><text class="terminal-1542411435-r5" x="0" y="5022" textLength="12.2" clip-path="url(#terminal-1542411435-line-205)">│</text><text class="terminal-1542411435-r3" x="24.4" y="5022" textLength="134.2" clip-path="url(#terminal-1542411435-line-205)">LLM&#160;Skill:&#160;</text><text class="terminal-1542411435-r2" x="158.6" y="5022" textLength="353.8" clip-path="url(#terminal-1542411435-line-205)">llm_to_answer_questions_cheap</text><text class="terminal-1542411435-r5" x="1207.8" y="5022" textLength="12.2" clip-path="url(#terminal-1542411435-line-205)">│</text><text class="terminal-1542411435-r3" x="1220" y="5022" textLength="12.2" clip-path="url(#terminal-1542411435-line-205)">
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diff --git a/hidden/cv_and_offer/__init__.py b/hidden/cv_and_offer/__init__.py
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/hidden/cv_and_offer/__init__.py
@@ -0,0 +1 @@
+
diff --git a/cv_and_offer/cv_job_match.plx b/hidden/cv_and_offer/cv_job_match.plx
similarity index 100%
rename from cv_and_offer/cv_job_match.plx
rename to hidden/cv_and_offer/cv_job_match.plx
diff --git a/hidden/cv_and_offer/cv_job_matching_analysis.py b/hidden/cv_and_offer/cv_job_matching_analysis.py
new file mode 100644
index 0000000..7d7d4bc
--- /dev/null
+++ b/hidden/cv_and_offer/cv_job_matching_analysis.py
@@ -0,0 +1,23 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+
+
+class CVAnalysis(StructuredContent):
+    """Generated CVAnalysis class"""
+
+    skills: str = Field(..., description="List of technical and soft skills possessed by the candidate")
+    years_of_experience: float = Field(..., description="Total years of professional experience")
+    education: str = Field(..., description="Educational background including degrees and institutions")
+    previous_roles: str = Field(..., description="List of previous job titles and companies")
+    key_achievements: str | None = Field(default=None, description="Notable accomplishments and contributions from past positions")
diff --git a/hidden/cv_and_offer/cv_job_matching_itvw_question.py b/hidden/cv_and_offer/cv_job_matching_itvw_question.py
new file mode 100644
index 0000000..bf53d4a
--- /dev/null
+++ b/hidden/cv_and_offer/cv_job_matching_itvw_question.py
@@ -0,0 +1,20 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+
+
+class InterviewQuestion(StructuredContent):
+    """Generated InterviewQuestion class"""
+
+    question_text: str = Field(..., description="The interview question to ask the candidate")
+    purpose: str = Field(..., description="The reason for asking this question and what it aims to assess")
diff --git a/hidden/cv_and_offer/cv_job_matching_itvw_sheet.py b/hidden/cv_and_offer/cv_job_matching_itvw_sheet.py
new file mode 100644
index 0000000..d9912d9
--- /dev/null
+++ b/hidden/cv_and_offer/cv_job_matching_itvw_sheet.py
@@ -0,0 +1,26 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+from tests.e2e.pipelex.pipes.pipe_operators.pipe_compose.cv_job_matching_itvw_question import InterviewQuestion
+
+
+class InterviewSheet(StructuredContent):
+    """Generated InterviewSheet class"""
+
+    overall_match_score: float = Field(..., description="Percentage or rating indicating overall fit between candidate and position")
+    matching_skills: str = Field(..., description="Skills the candidate has that match the job requirements")
+    missing_skills: str = Field(..., description="Required skills the candidate appears to lack")
+    experience_alignment: str = Field(..., description="Assessment of how the candidate's experience level matches expectations")
+    areas_of_concern: str = Field(..., description="Potential red flags or weaknesses identified")
+    areas_to_explore: str = Field(..., description="Topics that warrant further investigation during interview")
+    questions: list[InterviewQuestion] = Field(..., description="List of interview questions with their purposes")
diff --git a/hidden/cv_and_offer/cv_job_matching_job_requirements.py b/hidden/cv_and_offer/cv_job_matching_job_requirements.py
new file mode 100644
index 0000000..b4bcbf3
--- /dev/null
+++ b/hidden/cv_and_offer/cv_job_matching_job_requirements.py
@@ -0,0 +1,23 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+
+
+class JobRequirements(StructuredContent):
+    """Generated JobRequirements class"""
+
+    required_skills: str = Field(..., description="Skills that are mandatory for the position")
+    preferred_skills: str | None = Field(default=None, description="Skills that are desirable but not mandatory")
+    responsibilities: str = Field(..., description="Main duties and tasks of the role")
+    qualifications: str | None = Field(default=None, description="Required educational or professional qualifications")
+    experience_level: str = Field(..., description="Expected level of experience for the role")
diff --git a/hidden/cv_and_offer/cv_job_matching_match_analysis.py b/hidden/cv_and_offer/cv_job_matching_match_analysis.py
new file mode 100644
index 0000000..2870d5b
--- /dev/null
+++ b/hidden/cv_and_offer/cv_job_matching_match_analysis.py
@@ -0,0 +1,24 @@
+"""AUTOGENERATED CODE - DO NOT EDIT
+
+If you want to customize this structure:
+  1. Copy this file to your own module
+  2. Remove the 'structure' or 'refines' declaration from the concept in the PLX file
+     and declare it in inline mode (see https://docs.pipelex.com/home/6-build-reliable-ai-workflows/concepts/define_your_concepts/#basic-concept-definition)
+  3. Make sure your custom class is importable and registered
+
+To regenerate: pipelex build structures <target_directory>
+"""
+
+from pipelex.core.stuffs.structured_content import StructuredContent
+from pydantic import Field
+
+
+class MatchAnalysis(StructuredContent):
+    """Generated MatchAnalysis class"""
+
+    overall_match_score: float = Field(..., description="Percentage or rating indicating overall fit between candidate and position")
+    matching_skills: str = Field(..., description="Skills the candidate has that match the job requirements")
+    missing_skills: str | None = Field(default=None, description="Required skills the candidate appears to lack")
+    experience_alignment: str = Field(..., description="Assessment of how the candidate's experience level matches expectations")
+    areas_of_concern: str | None = Field(default=None, description="Potential red flags or weaknesses identified")
+    areas_to_explore: str = Field(..., description="Topics that warrant further investigation during interview")
diff --git a/hidden/cv_and_offer/graphspec.json b/hidden/cv_and_offer/graphspec.json
new file mode 100644
index 0000000..0290bd2
--- /dev/null
+++ b/hidden/cv_and_offer/graphspec.json
@@ -0,0 +1,954 @@
+{
+  "graph_id": "8c69028d-d006-4766-a68e-e58324a16d41",
+  "created_at": "2026-01-09T15:22:29.379107Z",
+  "pipeline_ref": {
+    "domain": "cv_and_offer",
+    "main_pipe": "cv_job_match",
+    "entrypoint": null
+  },
+  "nodes": [
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:node_0",
+      "kind": "controller",
+      "pipe_code": "cv_job_match",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:29.385329Z",
+        "ended_at": "2026-01-09T15:22:54.753515Z",
+        "duration_ms": 25368
+      },
+      "io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "Document",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "ddozj",
+            "data": {
+              "url": "data/CVx5/CV-01.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "job_offer_pdf",
+            "concept": "Document",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "QzpHH",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_sheet",
+            "concept": "InterviewSheet",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "nbqHw",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.",
+              "questions": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": " Attribute            ┃ Value                                                                       \n━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n overall_match_score  │ 10.0                                                                        \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n matching_skills      │ Customer Service, Organizational Skills, Leadership, Sales                  \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n missing_skills       │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      │ to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      │ Track record of building sales teams from early stage through scale, Experti\n                      │ selling and strategic account management, Strong analytical skills with prof\n                      │ analytics tools, History of developing talent - multiple direct reports prom\n                      │ roles, Experience with channel/partner sales models, Passion for coaching an\n                      │ high-performing teams, 12+ years of experience, MBA                         \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n experience_alignment │ The candidate has 8.2 years of experience, which is below the required 12+ y\n                      │ executive-level position.                                                   \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_of_concern     │ The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      │ which are critical for this role.                                           \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_to_explore     │ Discuss the candidate's leadership experience and ability to develop teams, \n                      │ understanding of enterprise sales strategies.                               \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n questions            │   1   │  Attribute     ┃ Value                                              \n                      │       │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n                      │       │  question_text │ Can you describe your experience in leading and dev\n                      │       │                │ strategies have you implemented to ensure their suc\n                      │       │ ───────────────┼────────────────────────────────────────────────────\n                      │       │  purpose       │ To assess the candidate's leadership experience and\n                      │       │                │ high-performing teams, which is crucial for the rol\n                      │ ──────┼─────────────────────────────────────────────────────────────────────\n                      │   2   │  Attribute     ┃ Value                                              \n                      │       │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n                      │       │  question_text │ What approaches have you used to engage C-suite exe\n                      │       │                │ Can you provide an example of a successful engageme\n                      │       │ ───────────────┼────────────────────────────────────────────────────\n                      │       │  purpose       │ To evaluate the candidate's executive presence and \n                      │       │                │ with high-level stakeholders, which is essential fo\n                      │ ──────┼─────────────────────────────────────────────────────────────────────\n                      │   3   │  Attribute     ┃ Value                                              \n                      │       │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n                      │       │  question_text │ Given your background in retail sales, how do you p\n                      │       │                │ to selling SaaS solutions to enterprise clients? 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+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>",
+            "extra": {}
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                                    JOHN DOE                             \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │                                                                                           \n        │                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n· Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>· Premium medical, dental, and vision coverage</td>\n<td>· 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>· Flexible PTO policy</td>\n<td>· $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>· Executive coaching program</td>\n<td>· Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>· 8 paid volunteer days (VTO)</td>\n<td>· Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>· Employee stock purchase plan (15% discount)</td>\n<td>· Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                        Vice President, Enterprise Sales                 \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │ ACME · San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        │                                                                                           \n        │                                                                                           \n        │                                                     About ACME                            \n        │                                                                                           \n        │ ACME is the global leader in CRM, empowering companies to connect with their customers in \n        │ on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        │ with their customers across sales, service, marketing, and more.                          \n        │                                                                                           \n        │                                                                                           \n        │                                                  The Opportunity                          \n        │                                                                                           \n        │ We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        │ drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        │ organization, own significant revenue accountability, and work directly with C-suite execu\n        │ companies.                                                                                \n        │                                                                                           \n        │ As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        │ critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        │ most innovative technology companies.                                                     \n        │                                                                                           \n        │                                                                                           \n        │                                                   What You'll Do                          \n        │                                                                                           \n        │ · Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        │ regions                                                                                   \n        │                                                                                           \n        │ · Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        │                                                                                           \n        │ · Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        │ rates                                                                                     \n        │                                                                                           \n        │ · Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        │ accounts                                                                                  \n        │                                                                                           \n        │ · Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        │ decision making                                                                           \n        │                                                                                           \n        │ · Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        │                                                                                           \n        │ · Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        │ integrated solutions                                                                      \n        │                                                                                           \n        │ · Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        │                                                                                           \n        │                                                                                           \n        │                                                   What You Bring                          \n        │                                                                                           \n        │                                              Required Qualifications                      \n        │                                                                                           \n        │ · 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        │                                                                                           \n        │ · Proven track record of building and scaling enterprise sales teams of 50+ people        \n        │                                                                                           \n        │ · Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        │                                                                                           \n        │ · Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        │                                                                                           \n────────┼───────────────────────────────────────────────────────────────────────────────────────────\n   2    │ · Experience selling SaaS solutions to Fortune 500 enterprises                            \n        │                                                                                           \n        │ · Strong executive presence with ability to engage C-suite buyers                         \n        │                                                                                           \n        │ · Bachelor's degree required; MBA preferred                                               \n        │                                                                                           \n        │                                                What Sets You Apart                        \n        │                                                                                           \n        │ · Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        │                                                                                           \n        │ · Track record of building sales teams from early stage through scale                     \n        │                                                                                           \n        │ · Expertise in account-based selling and strategic account management                     \n        │                                                                                           \n        │ · Strong analytical skills with proficiency in ACME, sales analytics tools                \n        │                                                                                           \n        │ · History of developing talent - multiple direct reports promoted to leadership roles     \n        │                                                                                           \n        │ · Experience with channel/partner sales models                                            \n        │                                                                                           \n        │ · Passion for coaching and developing high-performing teams                               \n        │                                                                                           \n        │                                              Leadership Competencies                      \n        │                                                                                           \n        │ · Strategic thinking and business acumen                                                  \n        │                                                                                           \n        │ · Exceptional communication and executive presence                                        \n        │                                                                                           \n        │ · Data-driven decision making                                                             \n        │                                                                                           \n        │ · Change management and organizational development                                        \n        │                                                                                           \n        │ · Cross-functional collaboration                                                          \n        │                                                                                           \n        │ · Diversity, equity, and inclusion advocacy                                               \n        │                                                                                           \n        │                                              Compensation & Benefits                      \n        │                                                                                           \n        │                                        Total Target Compensation: $975,000                \n        │                                                                                           \n        │ · Base Salary: $325,000                                                                   \n        │                                                                                           \n        │ · Variable Compensation: $650,000 (at 100% quota attainment)                              \n        │                                                                                           \n        │ · Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        │                                                                                           \n        │ · Sign-on Bonus: $100,000                                                                 \n        │                                                                                           \n        │                                           Comprehensive Benefits Package                  \n        │                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n· Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;· Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;· 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;· $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Executive coaching program&lt;/td&gt;\n&lt;td&gt;· Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;· Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;· Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n· Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>· Premium medical, dental, and vision coverage</td>\n<td>· 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>· Flexible PTO policy</td>\n<td>· $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>· Executive coaching program</td>\n<td>· Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>· 8 paid volunteer days (VTO)</td>\n<td>· Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>· Employee stock purchase plan (15% discount)</td>\n<td>· Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                        Vice President, Enterprise Sales                 \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │ ACME · San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        │                                                                                           \n        │                                                                                           \n        │                                                     About ACME                            \n        │                                                                                           \n        │ ACME is the global leader in CRM, empowering companies to connect with their customers in \n        │ on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        │ with their customers across sales, service, marketing, and more.                          \n        │                                                                                           \n        │                                                                                           \n        │                                                  The Opportunity                          \n        │                                                                                           \n        │ We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        │ drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        │ organization, own significant revenue accountability, and work directly with C-suite execu\n        │ companies.                                                                                \n        │                                                                                           \n        │ As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        │ critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        │ most innovative technology companies.                                                     \n        │                                                                                           \n        │                                                                                           \n        │                                                   What You'll Do                          \n        │                                                                                           \n        │ · Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        │ regions                                                                                   \n        │                                                                                           \n        │ · Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        │                                                                                           \n        │ · Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        │ rates                                                                                     \n        │                                                                                           \n        │ · Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        │ accounts                                                                                  \n        │                                                                                           \n        │ · Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        │ decision making                                                                           \n        │                                                                                           \n        │ · Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        │                                                                                           \n        │ · Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        │ integrated solutions                                                                      \n        │                                                                                           \n        │ · Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        │                                                                                           \n        │                                                                                           \n        │                                                   What You Bring                          \n        │                                                                                           \n        │                                              Required Qualifications                      \n        │                                                                                           \n        │ · 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        │                                                                                           \n        │ · Proven track record of building and scaling enterprise sales teams of 50+ people        \n        │                                                                                           \n        │ · Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        │                                                                                           \n        │ · Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        │                                                                                           \n────────┼───────────────────────────────────────────────────────────────────────────────────────────\n   2    │ · Experience selling SaaS solutions to Fortune 500 enterprises                            \n        │                                                                                           \n        │ · Strong executive presence with ability to engage C-suite buyers                         \n        │                                                                                           \n        │ · Bachelor's degree required; MBA preferred                                               \n        │                                                                                           \n        │                                                What Sets You Apart                        \n        │                                                                                           \n        │ · Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        │                                                                                           \n        │ · Track record of building sales teams from early stage through scale                     \n        │                                                                                           \n        │ · Expertise in account-based selling and strategic account management                     \n        │                                                                                           \n        │ · Strong analytical skills with proficiency in ACME, sales analytics tools                \n        │                                                                                           \n        │ · History of developing talent - multiple direct reports promoted to leadership roles     \n        │                                                                                           \n        │ · Experience with channel/partner sales models                                            \n        │                                                                                           \n        │ · Passion for coaching and developing high-performing teams                               \n        │                                                                                           \n        │                                              Leadership Competencies                      \n        │                                                                                           \n        │ · Strategic thinking and business acumen                                                  \n        │                                                                                           \n        │ · Exceptional communication and executive presence                                        \n        │                                                                                           \n        │ · Data-driven decision making                                                             \n        │                                                                                           \n        │ · Change management and organizational development                                        \n        │                                                                                           \n        │ · Cross-functional collaboration                                                          \n        │                                                                                           \n        │ · Diversity, equity, and inclusion advocacy                                               \n        │                                                                                           \n        │                                              Compensation & Benefits                      \n        │                                                                                           \n        │                                        Total Target Compensation: $975,000                \n        │                                                                                           \n        │ · Base Salary: $325,000                                                                   \n        │                                                                                           \n        │ · Variable Compensation: $650,000 (at 100% quota attainment)                              \n        │                                                                                           \n        │ · Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        │                                                                                           \n        │ · Sign-on Bonus: $100,000                                                                 \n        │                                                                                           \n        │                                           Comprehensive Benefits Package                  \n        │                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n· Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;· Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;· 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;· $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Executive coaching program&lt;/td&gt;\n&lt;td&gt;· Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;· Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;· Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n· Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n· Stocked sales floor with fast fashion inventory\n\n· Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n· Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                                    JOHN DOE                             \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │                                                                                           \n        │                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        │                                                                                           \n        │ OBJECTIVE: Design apparel print for an innovative retail company                          \n        │                                                                                           \n        │ EDUCATION:                                                                                \n        │                                                                                           \n        │ UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        │                                                                                           \n        │ \" Cumulative GPA 3.93, Dean's List                                                        \n        │                                                                                           \n        │ \" Twin cities Iron Range Scholarship                                                      \n        │                                                                                           \n        │ City, State May 2011                                                                      \n        │                                                                                           \n        │ WORK EXPERIENCE:                                                                          \n        │                                                                                           \n        │ AMERICAN EAGLE Sales Associate                                                            \n        │                                                                                           \n        │ City, State July 2009 - present                                                           \n        │                                                                                           \n        │ · Collaborated with the store merchandiser creating displays to attract clientele         \n        │                                                                                           \n        │ \" Use my trend awareness to assist customers in their shopping experience                 \n        │                                                                                           \n        │ \" Thoroughly scan every piece of merchandise for inventory control                        \n        │                                                                                           \n        │ \" Process shipment to increase my product knowledge                                       \n        │                                                                                           \n        │ PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        │                                                                                           \n        │ \" Sell retail and memberships to meet company sales goals                                 \n        │                                                                                           \n        │ \" Build organizational skills by single handedly running all operating procedures         \n        │                                                                                           \n        │ \" Communicate with clients to fulfill their wants and needs                               \n        │                                                                                           \n        │ \" Attend promotional events to market our services                                        \n        │                                                                                           \n        │ \" Handle cash and deposits during opening and closing                                     \n        │                                                                                           \n        │ \" Received employee of the month award twice                                              \n        │                                                                                           \n        │ HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        │                                                                                           \n        │ · Stocked sales floor with fast fashion inventory                                         \n        │                                                                                           \n        │ · Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        │                                                                                           \n        │ \" Offered advice and assistance to each guest                                             \n        │                                                                                           \n        │ VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        │                                                                                           \n        │ \" Applied my leadership skills by assisting in the training of coworkers                  \n        │                                                                                           \n        │ \" Set up mannequins and displays in order to entice future customers                      \n        │                                                                                           \n        │ · Provided superior customer service by helping with consumer decisions                   \n        │                                                                                           \n        │ \" Took seasonal inventory                                                                 \n        │                                                                                           \n        │ VOLUNTEER EXPERIENCE:                                                                     \n        │                                                                                           \n        │ TARGET CORPORATION Brand Ambassador                                                       \n        │                                                                                           \n        │ City, State August 2009                                                                   \n        │                                                                                           \n        │ \" Represented Periscope Marketing and Target Inc. at a college event                      \n        │                                                                                           \n        │ \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n· Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>· Premium medical, dental, and vision coverage</td>\n<td>· 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>· Flexible PTO policy</td>\n<td>· $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>· Executive coaching program</td>\n<td>· Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>· 8 paid volunteer days (VTO)</td>\n<td>· Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>· Employee stock purchase plan (15% discount)</td>\n<td>· Relocation assistance available</td>\n</tr>\n</table>\n"
+                    },
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+            "data_text": "   1    │ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │ ┃                                        Vice President, Enterprise Sales                 \n        │ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n        │                                                                                           \n        │ ACME · San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        │                                                                                           \n        │                                                                                           \n        │                                                     About ACME                            \n        │                                                                                           \n        │ ACME is the global leader in CRM, empowering companies to connect with their customers in \n        │ on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        │ with their customers across sales, service, marketing, and more.                          \n        │                                                                                           \n        │                                                                                           \n        │                                                  The Opportunity                          \n        │                                                                                           \n        │ We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        │ drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        │ organization, own significant revenue accountability, and work directly with C-suite execu\n        │ companies.                                                                                \n        │                                                                                           \n        │ As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        │ critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        │ most innovative technology companies.                                                     \n        │                                                                                           \n        │                                                                                           \n        │                                                   What You'll Do                          \n        │                                                                                           \n        │ · Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        │ regions                                                                                   \n        │                                                                                           \n        │ · Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        │                                                                                           \n        │ · Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        │ rates                                                                                     \n        │                                                                                           \n        │ · Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        │ accounts                                                                                  \n        │                                                                                           \n        │ · Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        │ decision making                                                                           \n        │                                                                                           \n        │ · Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        │                                                                                           \n        │ · Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        │ integrated solutions                                                                      \n        │                                                                                           \n        │ · Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        │                                                                                           \n        │                                                                                           \n        │                                                   What You Bring                          \n        │                                                                                           \n        │                                              Required Qualifications                      \n        │                                                                                           \n        │ · 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        │                                                                                           \n        │ · Proven track record of building and scaling enterprise sales teams of 50+ people        \n        │                                                                                           \n        │ · Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        │                                                                                           \n        │ · Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        │                                                                                           \n────────┼───────────────────────────────────────────────────────────────────────────────────────────\n   2    │ · Experience selling SaaS solutions to Fortune 500 enterprises                            \n        │                                                                                           \n        │ · Strong executive presence with ability to engage C-suite buyers                         \n        │                                                                                           \n        │ · Bachelor's degree required; MBA preferred                                               \n        │                                                                                           \n        │                                                What Sets You Apart                        \n        │                                                                                           \n        │ · Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        │                                                                                           \n        │ · Track record of building sales teams from early stage through scale                     \n        │                                                                                           \n        │ · Expertise in account-based selling and strategic account management                     \n        │                                                                                           \n        │ · Strong analytical skills with proficiency in ACME, sales analytics tools                \n        │                                                                                           \n        │ · History of developing talent - multiple direct reports promoted to leadership roles     \n        │                                                                                           \n        │ · Experience with channel/partner sales models                                            \n        │                                                                                           \n        │ · Passion for coaching and developing high-performing teams                               \n        │                                                                                           \n        │                                              Leadership Competencies                      \n        │                                                                                           \n        │ · Strategic thinking and business acumen                                                  \n        │                                                                                           \n        │ · Exceptional communication and executive presence                                        \n        │                                                                                           \n        │ · Data-driven decision making                                                             \n        │                                                                                           \n        │ · Change management and organizational development                                        \n        │                                                                                           \n        │ · Cross-functional collaboration                                                          \n        │                                                                                           \n        │ · Diversity, equity, and inclusion advocacy                                               \n        │                                                                                           \n        │                                              Compensation & Benefits                      \n        │                                                                                           \n        │                                        Total Target Compensation: $975,000                \n        │                                                                                           \n        │ · Base Salary: $325,000                                                                   \n        │                                                                                           \n        │ · Variable Compensation: $650,000 (at 100% quota attainment)                              \n        │                                                                                           \n        │ · Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        │                                                                                           \n        │ · Sign-on Bonus: $100,000                                                                 \n        │                                                                                           \n        │                                           Comprehensive Benefits Package                  \n        │                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME · San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n· Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n· Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n· Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n· Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n· Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n· Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n· Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n· Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n· 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n· Proven track record of building and scaling enterprise sales teams of 50+ people\n\n· Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n· Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>· Experience selling SaaS solutions to Fortune 500 enterprises\n\n· Strong executive presence with ability to engage C-suite buyers\n\n· Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n· Experience in CRM, cloud infrastructure, or enterprise software markets\n\n· Track record of building sales teams from early stage through scale\n\n· Expertise in account-based selling and strategic account management\n\n· Strong analytical skills with proficiency in ACME, sales analytics tools\n\n· History of developing talent - multiple direct reports promoted to leadership roles\n\n· Experience with channel/partner sales models\n\n· Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n· Strategic thinking and business acumen\n\n· Exceptional communication and executive presence\n\n· Data-driven decision making\n\n· Change management and organizational development\n\n· Cross-functional collaboration\n\n· Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n· Base Salary: $325,000\n\n· Variable Compensation: $650,000 (at 100% quota attainment)\n\n· Equity: RSU grant valued at $500,000 (4-year vesting)\n\n· Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;· Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;· 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;· $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Executive coaching program&lt;/td&gt;\n&lt;td&gt;· Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;· Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;· Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;· Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
+            },
+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  │ engage C-suite buyers                                                           \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n preferred_skills │ Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  │ teams from early stage through scale, Expertise in account-based selling and str\n                  │ management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  │ developing talent - multiple direct reports promoted to leadership roles, Experi\n                  │ channel/partner sales models, Passion for coaching and developing high-performin\n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  │ ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  │ growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  │ through accurate forecasting and process optimization, Coach, mentor, and develo\n                  │ sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  │ methodologies and tools                                                         \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of experience, Bachelor's degree required; MBA preferred              \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n experience_level │ Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
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+      "tags": {},
+      "metrics": {}
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+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:node_7",
+      "kind": "operator",
+      "pipe_code": "evaluate_match",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:45.879659Z",
+        "ended_at": "2026-01-09T15:22:49.710236Z",
+        "duration_ms": 3830
+      },
+      "io": {
+        "inputs": [
+          {
+            "name": "cv_analysis",
+            "concept": "CVAnalysis",
+            "content_type": null,
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+            "digest": "goCJ7",
+            "data": {
+              "skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control",
+              "years_of_experience": 8.2,
+              "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design",
+              "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation",
+              "key_achievements": "Received employee of the month award twice at Planet Beach"
+            },
+            "data_text": " Attribute           ┃ Value                                                                        \n━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n skills              │ Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     │ Inventory Control                                                            \n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n years_of_experience │ 8.2                                                                          \n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n education           │ Bachelor of Science in Graphic Design, University of Minnesota, College of De\n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n previous_roles      │ Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     │ Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n key_achievements    │ Received employee of the month award twice at Planet Beach                   \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>",
+            "extra": {}
+          },
+          {
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+            "digest": "4eNhA",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
+            },
+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  │ engage C-suite buyers                                                           \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n preferred_skills │ Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  │ teams from early stage through scale, Expertise in account-based selling and str\n                  │ management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  │ developing talent - multiple direct reports promoted to leadership roles, Experi\n                  │ channel/partner sales models, Passion for coaching and developing high-performin\n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  │ ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  │ growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  │ through accurate forecasting and process optimization, Coach, mentor, and develo\n                  │ sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  │ methodologies and tools                                                         \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of experience, Bachelor's degree required; MBA preferred              \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n experience_level │ Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            ┃ Value                                                                       \n━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n overall_match_score  │ 10.0                                                                        \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n matching_skills      │ Customer Service, Organizational Skills, Leadership, Sales                  \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n missing_skills       │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      │ to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      │ Track record of building sales teams from early stage through scale, Experti\n                      │ selling and strategic account management, Strong analytical skills with prof\n                      │ analytics tools, History of developing talent - multiple direct reports prom\n                      │ roles, Experience with channel/partner sales models, Passion for coaching an\n                      │ high-performing teams, 12+ years of experience, MBA                         \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n experience_alignment │ The candidate has 8.2 years of experience, which is below the required 12+ y\n                      │ executive-level position.                                                   \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_of_concern     │ The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      │ which are critical for this role.                                           \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_to_explore     │ Discuss the candidate's leadership experience and ability to develop teams, \n                      │ understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
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+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "kind": "operator",
+      "pipe_code": "generate_interview_questions",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
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+        "started_at": "2026-01-09T15:22:49.712219Z",
+        "ended_at": "2026-01-09T15:22:54.670016Z",
+        "duration_ms": 4957
+      },
+      "io": {
+        "inputs": [
+          {
+            "name": "cv_analysis",
+            "concept": "CVAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "goCJ7",
+            "data": {
+              "skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control",
+              "years_of_experience": 8.2,
+              "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design",
+              "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation",
+              "key_achievements": "Received employee of the month award twice at Planet Beach"
+            },
+            "data_text": " Attribute           ┃ Value                                                                        \n━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n skills              │ Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     │ Inventory Control                                                            \n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n years_of_experience │ 8.2                                                                          \n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n education           │ Bachelor of Science in Graphic Design, University of Minnesota, College of De\n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n previous_roles      │ Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     │ Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n─────────────────────┼──────────────────────────────────────────────────────────────────────────────\n key_achievements    │ Received employee of the month award twice at Planet Beach                   \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "4eNhA",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
+            },
+            "data_text": " Attribute        ┃ Value                                                                           \n━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n required_skills  │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  │ engage C-suite buyers                                                           \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n preferred_skills │ Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  │ teams from early stage through scale, Expertise in account-based selling and str\n                  │ management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  │ developing talent - multiple direct reports promoted to leadership roles, Experi\n                  │ channel/partner sales models, Passion for coaching and developing high-performin\n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n responsibilities │ Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  │ ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  │ growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  │ through accurate forecasting and process optimization, Coach, mentor, and develo\n                  │ sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  │ methodologies and tools                                                         \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n qualifications   │ 12+ years of experience, Bachelor's degree required; MBA preferred              \n──────────────────┼─────────────────────────────────────────────────────────────────────────────────\n experience_level │ Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            ┃ Value                                                                       \n━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n overall_match_score  │ 10.0                                                                        \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n matching_skills      │ Customer Service, Organizational Skills, Leadership, Sales                  \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n missing_skills       │ Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      │ to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      │ Track record of building sales teams from early stage through scale, Experti\n                      │ selling and strategic account management, Strong analytical skills with prof\n                      │ analytics tools, History of developing talent - multiple direct reports prom\n                      │ roles, Experience with channel/partner sales models, Passion for coaching an\n                      │ high-performing teams, 12+ years of experience, MBA                         \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n experience_alignment │ The candidate has 8.2 years of experience, which is below the required 12+ y\n                      │ executive-level position.                                                   \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_of_concern     │ The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      │ which are critical for this role.                                           \n──────────────────────┼─────────────────────────────────────────────────────────────────────────────\n areas_to_explore     │ Discuss the candidate's leadership experience and ability to develop teams, \n                      │ understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_questions",
+            "concept": "InterviewQuestion",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "jPjA4",
+            "data": {
+              "items": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": "    1    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Can you describe your experience in leading and developing sales teams? \n         │                │ you implemented to ensure their success?                                \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To assess the candidate's leadership experience and ability to develop h\n         │                │ which is crucial for the role.                                          \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    2    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ What approaches have you used to engage C-suite executives in your previ\n         │                │ provide an example of a successful engagement?                          \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To evaluate the candidate's executive presence and ability to build rela\n         │                │ high-level stakeholders, which is essential for the position.           \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    3    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Given your background in retail sales, how do you plan to transition you\n         │                │ SaaS solutions to enterprise clients?                                   \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To explore the candidate's understanding of SaaS sales and their ability\n         │                │ to meet the requirements of the role.                                   \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    4    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ Can you discuss a time when you had to analyze sales data to make strate\n         │                │ tools did you use, and what was the outcome?                            \n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To assess the candidate's analytical skills and familiarity with sales a\n         │                │ are important for driving operational rigor.                            \n─────────┼──────────────────────────────────────────────────────────────────────────────────────────\n    5    │  Attribute     ┃ Value                                                                   \n         │ ━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n         │  question_text │ What is your philosophy on coaching and developing talent within a sales\n         │                │ specific instance where you successfully promoted someone to a leadershi\n         │ ───────────────┼─────────────────────────────────────────────────────────────────────────\n         │  purpose       │ To investigate the candidate's passion for talent development and their \n         │                │ leadership within their teams.                                          \n",
+            "data_html": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>",
+            "extra": {}
+          }
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+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:node_9",
+      "kind": "operator",
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+      "status": "succeeded",
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+        "ended_at": "2026-01-09T15:22:54.742871Z",
+        "duration_ms": 71
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+      "io": {
+        "inputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
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+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
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+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_0",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "kind": "contains",
+      "label": null,
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_8",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_0",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_9",
+      "kind": "contains",
+      "label": null,
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_9",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_2",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_4",
+      "kind": "data",
+      "label": "cv_pages",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_10",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_3",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_4",
+      "kind": "data",
+      "label": "job_offer_pages",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_11",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_2",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_5",
+      "kind": "data",
+      "label": "cv_pages",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_12",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_3",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_6",
+      "kind": "data",
+      "label": "job_offer_pages",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_13",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_5",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_7",
+      "kind": "data",
+      "label": "cv_analysis",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_14",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_6",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_7",
+      "kind": "data",
+      "label": "job_requirements",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_15",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_5",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "kind": "data",
+      "label": "cv_analysis",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_16",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_6",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "kind": "data",
+      "label": "job_requirements",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_17",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_7",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "kind": "data",
+      "label": "match_analysis",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_18",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_7",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_9",
+      "kind": "data",
+      "label": "match_analysis",
+      "meta": {}
+    },
+    {
+      "id": "8c69028d-d006-4766-a68e-e58324a16d41:edge_19",
+      "source": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "target": "8c69028d-d006-4766-a68e-e58324a16d41:node_9",
+      "kind": "data",
+      "label": "interview_questions",
+      "meta": {}
+    }
+  ],
+  "meta": {}
+}
\ No newline at end of file
diff --git a/hidden/cv_and_offer/inputs.json b/hidden/cv_and_offer/inputs.json
new file mode 100644
index 0000000..065853a
--- /dev/null
+++ b/hidden/cv_and_offer/inputs.json
@@ -0,0 +1,14 @@
+{
+  "cv_pdf": {
+    "concept": "native.Document",
+    "content": {
+      "url": "data/CVx5/CV-01.pdf"
+    }
+  },
+  "job_offer_pdf": {
+    "concept": "native.Document",
+    "content": {
+      "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+    }
+  }
+}
\ No newline at end of file
diff --git a/hidden/cv_and_offer/mermaidflow.html b/hidden/cv_and_offer/mermaidflow.html
new file mode 100644
index 0000000..13e6222
--- /dev/null
+++ b/hidden/cv_and_offer/mermaidflow.html
@@ -0,0 +1,830 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Pipeline: Cv Job Match</title>
+<script src="https://cdn.jsdelivr.net/npm/mermaid@11.4.1/dist/mermaid.min.js" integrity="sha384-rbtjAdnIQE/aQJGEgXrVUlMibdfTSa4PQju4HDhN3sR2PmaKFzhEafuePsl9H/9I" crossorigin="anonymous"></script>
+<!-- DOMPurify for HTML sanitization (XSS prevention) -->
+<script src="https://cdn.jsdelivr.net/npm/dompurify@3.2.4/dist/purify.min.js" integrity="sha384-eEu5CTj3qGvu9PdJuS+YlkNi7d2XxQROAFYOr59zgObtlcux1ae1Il3u7jvdCSWu" crossorigin="anonymous"></script>
+    <style>
+body {
+    font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
+    margin: 0;
+    padding: 20px;
+    background-color: var(--bg-color, #f5f5f5);
+    transition: background-color 0.3s;
+}
+.header {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 20px;
+}
+h1 {
+    color: var(--text-color, #333);
+    margin: 0;
+    transition: color 0.3s;
+}
+.theme-selector {
+    display: flex;
+    align-items: center;
+    gap: 8px;
+}
+.theme-selector label {
+    font-size: 14px;
+    color: var(--label-color, #666);
+    transition: color 0.3s;
+}
+.theme-selector select {
+    padding: 6px 12px;
+    border-radius: 6px;
+    border: 1px solid var(--border-color, #ccc);
+    background: var(--select-bg, white);
+    color: var(--text-color, #333);
+    font-size: 14px;
+    cursor: pointer;
+    transition: all 0.3s;
+}
+.theme-selector select:hover {
+    border-color: var(--border-hover, #999);
+}
+.mermaid-container {
+    background-color: var(--container-bg, white);
+    border-radius: 8px;
+    padding: 20px;
+    box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+    transition: background-color 0.3s;
+}
+.mermaid {
+    display: flex;
+    justify-content: center;
+}
+.hint {
+    color: var(--label-color, #666);
+    font-size: 14px;
+    margin-top: 16px;
+    text-align: center;
+    transition: color 0.3s;
+}
+.data-modal {
+    position: fixed;
+    top: 50%;
+    left: 50%;
+    transform: translate(-50%, -50%);
+    background: #1e1e1e;
+    color: #d4d4d4;
+    padding: 20px;
+    border-radius: 12px;
+    width: 80vw;
+    max-width: 1200px;
+    max-height: 80vh;
+    overflow: auto;
+    z-index: 1000;
+    display: none;
+    font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+    font-size: 13px;
+    box-shadow: 0 8px 32px rgba(0, 0, 0, 0.4);
+    min-width: 600px;
+}
+.data-modal-header {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 12px;
+    padding-bottom: 12px;
+    border-bottom: 1px solid #444;
+}
+.data-modal-title {
+    font-size: 16px;
+    font-weight: 600;
+    color: #fff;
+    display: flex;
+    flex-direction: column;
+    gap: 2px;
+}
+.data-modal-title-primary {
+    font-size: 16px;
+    font-weight: 600;
+    color: #fff;
+}
+.data-modal-title-secondary {
+    font-size: 11px;
+    font-weight: 400;
+    color: #666;
+    font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+}
+.data-modal-close {
+    cursor: pointer;
+    color: #888;
+    font-size: 24px;
+    line-height: 1;
+    padding: 4px 8px;
+    border-radius: 4px;
+    transition: background 0.2s;
+}
+.data-modal-close:hover {
+    background: #333;
+    color: #fff;
+}
+.format-toolbar {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 12px;
+    gap: 8px;
+}
+.format-tabs {
+    display: flex;
+    gap: 4px;
+}
+.format-actions {
+    display: flex;
+    gap: 4px;
+}
+.action-btn {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 32px;
+    height: 32px;
+    border-radius: 4px;
+    cursor: pointer;
+    font-size: 14px;
+    background: #333;
+    color: #888;
+    border: none;
+    transition: all 0.2s;
+}
+.action-btn:hover {
+    background: #444;
+    color: #fff;
+}
+.action-btn.copied {
+    background: rgba(16, 185, 129, 0.2);
+    color: #10b981;
+}
+.action-btn svg {
+    width: 16px;
+    height: 16px;
+    fill: currentColor;
+}
+.format-tab {
+    padding: 6px 12px;
+    border-radius: 4px;
+    cursor: pointer;
+    font-size: 12px;
+    font-weight: 500;
+    background: #333;
+    color: #888;
+    border: none;
+    transition: all 0.2s;
+}
+.format-tab:hover {
+    background: #444;
+    color: #ccc;
+}
+.format-tab.active {
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+    color: #fff;
+}
+.format-tab:disabled {
+    opacity: 0.4;
+    cursor: not-allowed;
+}
+.data-modal-content {
+    white-space: pre-wrap;
+    word-wrap: break-word;
+    line-height: 1.5;
+}
+.data-modal-content.text-content {
+    line-height: 1;
+    white-space: pre;
+    word-wrap: normal;
+    overflow-x: auto;
+    padding-right: 20px;
+}
+.data-modal-content.html-content {
+    font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+    background: #1e1e1e;
+    color: #d4d4d4;
+    padding: 12px;
+    border-radius: 4px;
+}
+.data-modal-content.html-content table {
+    border-collapse: collapse;
+    width: 100%;
+}
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+.data-modal-content.html-content td {
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+    padding: 8px 12px;
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+}
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+    font-weight: 600;
+}
+.data-modal-content.html-content tr:hover {
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+}
+.data-modal-overlay {
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+    top: 0;
+    left: 0;
+    width: 100%;
+    height: 100%;
+    background: rgba(0, 0, 0, 0.5);
+    z-index: 999;
+    display: none;
+}
+.clickable-stuff {
+    cursor: pointer !important;
+}
+.clickable-stuff:hover {
+    filter: brightness(1.1);
+}
+.data-modal-content.pdf-content {
+    min-height: 500px;
+}
+.data-modal-content.pdf-content iframe {
+    width: 100%;
+    height: 100%;
+    border: none;
+    min-height: 500px;
+}
+.data-modal-content.image-content {
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+    justify-content: center;
+    align-items: center;
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+}
+.data-modal-content.image-content img {
+    max-width: 100%;
+    max-height: 70vh;
+    object-fit: contain;
+}
+    </style>
+</head>
+<body>
+<div class="header">
+    <h1>Pipeline: Cv Job Match</h1>
+    <div class="theme-selector">
+        <label for="theme-select">Theme:</label>
+        <select id="theme-select">
+            <option value="default">Default</option>
+            <option value="dark">Dark</option>
+            <option value="forest">Forest</option>
+            <option value="neutral">Neutral</option>
+            <option value="base">Base</option>
+        </select>
+    </div>
+</div>
+<div class="mermaid-container">
+    <div class="mermaid" id="mermaid-diagram"></div>
+</div>
+<p class="hint">Click on data nodes (rounded pills) to view their full content</p>
+<div class="data-modal-overlay" id="modal-overlay"></div>
+<div class="data-modal" id="data-modal">
+    <div class="data-modal-header">
+        <span class="data-modal-title" id="modal-title">Data Content</span>
+        <span class="data-modal-close" onclick="hideModal()">&times;</span>
+    </div>
+    <div class="format-toolbar">
+        <div class="format-tabs" id="format-tabs">
+            <button class="format-tab active" data-format="html" id="tab-html">HTML</button>
+            <button class="format-tab" data-format="json" id="tab-json">JSON</button>
+            <button class="format-tab" data-format="text" id="tab-text">Pretty</button>
+        </div>
+        <div class="format-actions">
+            <button class="action-btn" id="open-external-btn" onclick="openExternal()" title="Open in new window" style="display: none;">
+                <svg viewBox="0 0 24 24"><path d="M19 19H5V5h7V3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"/></svg>
+            </button>
+            <button class="action-btn" id="copy-btn" onclick="copyContent()" title="Copy">
+                <svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z
+                    m3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z
+                    m0 16H8V7h11v14z"/></svg>
+            </button>
+            <button class="action-btn" id="download-btn" onclick="downloadContent()" title="Download">
+                <svg viewBox="0 0 24 24">
+                    <path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>
+                </svg>
+            </button>
+        </div>
+    </div>
+    <div class="data-modal-content" id="modal-content"></div>
+</div>
+
+    <script>
+// Embedded stuff data from graph (all formats)
+const stuffDataJson = {"s_35a3b4b37e": {"overall_match_score": 10.0, "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales", "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA", "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.", "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.", "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.", "questions": [{"question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?", "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."}, {"question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?", "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."}, {"question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?", "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."}, {"question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?", "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."}, {"question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?", "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."}]}, "s_7f2e386dfb": {"url": "data/CVx5/CV-01.pdf"}, "s_85346f6ca9": {"url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"}, "s_d282fc7b51": {"items": [{"text_and_images": {"text": {"text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"}, "images": []}, "page_view": null}]}, "s_09958cc830": {"items": [{"text_and_images": {"text": {"text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"}, "images": []}, "page_view": null}, {"text_and_images": {"text": {"text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"}, "images": []}, "page_view": null}]}, "s_5f1107a2c5": {"skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control", "years_of_experience": 8.2, "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design", "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation", "key_achievements": "Received employee of the month award twice at Planet Beach"}, "s_7d1841499d": {"required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers", "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams", "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools", "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred", "experience_level": "Executive Level"}, "s_bdd2d8f94a": {"overall_match_score": 10.0, "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales", "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA", "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.", "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.", "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."}, "s_a809a9f552": {"items": [{"question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?", "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."}, {"question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?", "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."}, {"question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?", "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."}, {"question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?", "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."}, {"question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?", "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."}]}};
+const stuffDataText = {"s_35a3b4b37e": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Given your background in retail sales, how do you p\n                      \u2502       \u2502                \u2502 to selling SaaS solutions to enterprise clients?   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sa\n                      \u2502       \u2502                \u2502 their skills to meet the requirements of the role. \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   4   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you discuss a time when you had to analyze sale\n                      \u2502       \u2502                \u2502 decisions? What tools did you use, and what was the\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's analytical skills and fam\n                      \u2502       \u2502                \u2502 tools, which are important for driving operational \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   5   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What is your philosophy on coaching and developing \n                      \u2502       \u2502                \u2502 you share a specific instance where you successfull\n                      \u2502       \u2502                \u2502 leadership role?                                   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To investigate the candidate's passion for talent d\n                      \u2502       \u2502                \u2502 fostering leadership within their teams.           \n", "s_7f2e386dfb": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_85346f6ca9": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_d282fc7b51": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_09958cc830": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n", "s_5f1107a2c5": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n", "s_7d1841499d": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n", "s_bdd2d8f94a": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n", "s_a809a9f552": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n"};
+const stuffDataHtml = {"s_35a3b4b37e": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>", "s_7f2e386dfb": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_85346f6ca9": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_d282fc7b51": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_09958cc830": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_5f1107a2c5": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>", "s_7d1841499d": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>", "s_bdd2d8f94a": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>", "s_a809a9f552": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>"};
+const stuffMetadata = {"s_35a3b4b37e": {"name": "interview_sheet", "concept": "InterviewSheet"}, "s_7f2e386dfb": {"name": "cv_pdf", "concept": "Document"}, "s_85346f6ca9": {"name": "job_offer_pdf", "concept": "Document"}, "s_d282fc7b51": {"name": "cv_pages", "concept": "Page"}, "s_09958cc830": {"name": "job_offer_pages", "concept": "Page"}, "s_5f1107a2c5": {"name": "cv_analysis", "concept": "CVAnalysis"}, "s_7d1841499d": {"name": "job_requirements", "concept": "JobRequirements"}, "s_bdd2d8f94a": {"name": "match_analysis", "concept": "MatchAnalysis"}, "s_a809a9f552": {"name": "interview_questions", "concept": "InterviewQuestion"}};
+const stuffContentType = {"s_7f2e386dfb": "application/pdf", "s_85346f6ca9": "application/pdf"};
+const mermaidCode = "flowchart TD\n\n    %% Pipe and stuff nodes within controller subgraphs\n    subgraph sg_n_dab285a3c1[\"cv_job_match\"]\n        subgraph sg_n_2e1e5efb52[\"analyze_documents\"]\n            n_4de4c1177a[\"analyze_cv\"]\n            s_5f1107a2c5([\"cv_analysis\u003cbr/\u003eCVAnalysis\"]):::stuff\n            n_f4bf5f97b8[\"analyze_job_offer\"]\n            s_7d1841499d([\"job_requirements\u003cbr/\u003eJobRequirements\"]):::stuff\n        end\n        subgraph sg_n_e370e76d3a[\"extract_documents\"]\n            n_dd4b9cc64e[\"extract_cv\"]\n            s_d282fc7b51([\"cv_pages\u003cbr/\u003ePage\"]):::stuff\n            n_ac9945da43[\"extract_job_offer\"]\n            s_09958cc830([\"job_offer_pages\u003cbr/\u003ePage\"]):::stuff\n        end\n        n_06f945a880[\"compose_interview_sheet\"]\n        s_35a3b4b37e([\"interview_sheet\u003cbr/\u003eInterviewSheet\"]):::stuff\n        n_e16653d42d[\"evaluate_match\"]\n        s_bdd2d8f94a([\"match_analysis\u003cbr/\u003eMatchAnalysis\"]):::stuff\n        n_fb2c9a6d71[\"generate_interview_questions\"]\n        s_a809a9f552([\"interview_questions\u003cbr/\u003eInterviewQuestion\"]):::stuff\n    end\n\n    %% Pipeline input stuff nodes (no producer)\n    s_7f2e386dfb([\"cv_pdf\u003cbr/\u003ePDF\"]):::stuff\n    s_85346f6ca9([\"job_offer_pdf\u003cbr/\u003ePDF\"]):::stuff\n\n    %% Data flow edges: producer -\u003e stuff -\u003e consumer\n    n_f4bf5f97b8 --\u003e s_7d1841499d\n    n_e16653d42d --\u003e s_bdd2d8f94a\n    n_ac9945da43 --\u003e s_09958cc830\n    n_dd4b9cc64e --\u003e s_d282fc7b51\n    n_4de4c1177a --\u003e s_5f1107a2c5\n    n_fb2c9a6d71 --\u003e s_a809a9f552\n    n_06f945a880 --\u003e s_35a3b4b37e\n    s_7d1841499d --\u003e n_e16653d42d\n    s_7d1841499d --\u003e n_fb2c9a6d71\n    s_bdd2d8f94a --\u003e n_fb2c9a6d71\n    s_bdd2d8f94a --\u003e n_06f945a880\n    s_85346f6ca9 --\u003e n_ac9945da43\n    s_09958cc830 --\u003e n_f4bf5f97b8\n    s_d282fc7b51 --\u003e n_4de4c1177a\n    s_7f2e386dfb --\u003e n_dd4b9cc64e\n    s_5f1107a2c5 --\u003e n_e16653d42d\n    s_5f1107a2c5 --\u003e n_fb2c9a6d71\n    s_a809a9f552 --\u003e n_06f945a880\n\n    %% Style definitions\n    classDef failed fill:#ffcccc,stroke:#cc0000\n    classDef stuff fill:#fff3e6,stroke:#cc6600,stroke-width:2px\n    classDef controller fill:#e6f3ff,stroke:#0066cc\n\n    %% Subgraph depth-based coloring\n    style sg_n_2e1e5efb52 fill:#e6ffe6\n    style sg_n_dab285a3c1 fill:#e6f3ff\n    style sg_n_e370e76d3a fill:#e6ffe6";
+
+// Track current state
+let currentStuffId = null;
+let currentFormat = 'html';
+let currentTheme = "dark";
+
+// Escape HTML to prevent XSS when displaying text content
+function escapeHtml(text) {
+    const div = document.createElement('div');
+    div.textContent = text;
+    return div.innerHTML;
+}
+
+// Make all links in a container open in new windows
+function makeLinksOpenInNewWindow(container) {
+    if (!container) return;
+    const links = container.querySelectorAll('a');
+    links.forEach(link => {
+        link.setAttribute('target', '_blank');
+        link.setAttribute('rel', 'noopener noreferrer');
+    });
+}
+
+// Validate that a URL is a safe HTTP/HTTPS URL (prevents javascript: and data: URL injection)
+function isValidHttpUrl(url) {
+    if (!url || typeof url !== 'string') return false;
+    return url.startsWith('https://') || url.startsWith('http://');
+}
+
+// Extract URL from stuff data (handles various data structures)
+// Returns null for invalid/unsafe URLs (javascript:, data:, etc.)
+function extractUrl(jsonData) {
+    if (!jsonData) return null;
+    // Check if data itself is a URL string
+    if (typeof jsonData === 'string') {
+        return isValidHttpUrl(jsonData) ? jsonData : null;
+    }
+    // Prefer display_link (pre-signed S3 URL) over url (internal pipelex-storage:// URL)
+    const candidates = [jsonData.display_link, jsonData.src, jsonData.href, jsonData.uri, jsonData.url];
+    for (const candidate of candidates) {
+        if (isValidHttpUrl(candidate)) return candidate;
+    }
+    return null;
+}
+
+// Theme-specific color palettes for custom node styling
+const themePalettes = {
+    default: {
+        page: { bg: '#f8fafc', text: '#1e293b', label: '#64748b', border: '#cbd5e1',
+                borderHover: '#94a3b8', selectBg: 'white', containerBg: 'white' },
+        failed: { fill: '#fee2e2', stroke: '#dc2626' },
+        controller: { fill: '#dbeafe', stroke: '#2563eb' },
+        pipe: { fill: '#dbeafe', stroke: '#2563eb' },
+        stuff: { fill: '#fef3c7', stroke: '#d97706' },
+        subgraph: ['#eff6ff', '#ecfdf5', '#fefce8', '#fdf4ff', '#f0fdfa']
+    },
+    dark: {
+        page: { bg: '#1a1a2e', text: '#e0f7fa', label: '#80deea', border: '#2d4a5a',
+                borderHover: '#00bcd4', selectBg: '#2d4a5a', containerBg: '#16213e' },
+        failed: { fill: '#3a1a1a', stroke: '#ff5252' },
+        controller: { fill: '#1a3a4a', stroke: '#00e5ff' },
+        pipe: { fill: '#1a3a4a', stroke: '#00e5ff' },
+        stuff: { fill: '#2a1a3a', stroke: '#ff4081' },
+        subgraph: ['#1e3a4a', '#1a3a3a', '#2a3a4a', '#1a2a4a', '#2a4a4a']
+    },
+    forest: {
+        page: { bg: '#f0fdf4', text: '#14532d', label: '#166534', border: '#86efac',
+                borderHover: '#4ade80', selectBg: 'white', containerBg: '#fafffe' },
+        failed: { fill: '#fecaca', stroke: '#b91c1c' },
+        controller: { fill: '#dcfce7', stroke: '#16a34a' },
+        pipe: { fill: '#dcfce7', stroke: '#16a34a' },
+        stuff: { fill: '#fef9c3', stroke: '#ca8a04' },
+        subgraph: ['#d1fae5', '#bbf7d0', '#d9f99d', '#fef08a', '#a7f3d0']
+    },
+    neutral: {
+        page: { bg: '#fafafa', text: '#171717', label: '#525252', border: '#d4d4d4',
+                borderHover: '#a3a3a3', selectBg: 'white', containerBg: 'white' },
+        failed: { fill: '#fecaca', stroke: '#991b1b' },
+        controller: { fill: '#e5e5e5', stroke: '#525252' },
+        pipe: { fill: '#e5e5e5', stroke: '#525252' },
+        stuff: { fill: '#fef3c7', stroke: '#92400e' },
+        subgraph: ['#f5f5f5', '#e5e5e5', '#fafaf9', '#f5f5f4', '#fafafa']
+    },
+    base: {
+        page: { bg: '#fff', text: '#18181b', label: '#52525b', border: '#e4e4e7',
+                borderHover: '#a1a1aa', selectBg: 'white', containerBg: '#fafafa' },
+        failed: { fill: '#ffe4e6', stroke: '#e11d48' },
+        controller: { fill: '#e0f2fe', stroke: '#0284c7' },
+        pipe: { fill: '#e0f2fe', stroke: '#0284c7' },
+        stuff: { fill: '#ffedd5', stroke: '#ea580c' },
+        subgraph: ['#f0f9ff', '#f0fdf4', '#fffbeb', '#fdf4ff', '#ecfeff']
+    }
+};
+
+function applyPageTheme(theme) {
+    const palette = themePalettes[theme]?.page || themePalettes.default.page;
+    document.documentElement.style.setProperty('--bg-color', palette.bg);
+    document.documentElement.style.setProperty('--text-color', palette.text);
+    document.documentElement.style.setProperty('--label-color', palette.label);
+    document.documentElement.style.setProperty('--border-color', palette.border);
+    document.documentElement.style.setProperty('--border-hover', palette.borderHover);
+    document.documentElement.style.setProperty('--select-bg', palette.selectBg);
+    document.documentElement.style.setProperty('--container-bg', palette.containerBg);
+}
+
+function applyThemeColors(code, theme) {
+    const palette = themePalettes[theme] || themePalettes.default;
+    let result = code;
+
+    // Replace classDef colors
+    result = result.replace(
+        /classDef\s+failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+        `classDef failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+    );
+    result = result.replace(
+        /classDef\s+controller\s+fill:[^,]+,stroke:[^\s\n]+/g,
+        `classDef controller fill:${palette.controller.fill},stroke:${palette.controller.stroke}`
+    );
+    result = result.replace(
+        /classDef\s+pipe\s+fill:[^,]+,stroke:[^\s\n]+/g,
+        `classDef pipe fill:${palette.pipe.fill},stroke:${palette.pipe.stroke}`
+    );
+    result = result.replace(
+        /classDef\s+pipe_failed\s+fill:[^,]+,stroke:[^\s\n]+/g,
+        `classDef pipe_failed fill:${palette.failed.fill},stroke:${palette.failed.stroke}`
+    );
+    result = result.replace(
+        /classDef\s+stuff\s+fill:[^,]+,stroke:[^,]+/g,
+        `classDef stuff fill:${palette.stuff.fill},stroke:${palette.stuff.stroke}`
+    );
+
+    // Replace subgraph fill colors (style sg_xxx fill:#xxx)
+    const subgraphColors = palette.subgraph;
+    let colorIndex = 0;
+    result = result.replace(
+        /style\s+(sg_[^\s]+)\s+fill:#[a-fA-F0-9]+/g,
+        (match, subgraphId) => {
+            const color = subgraphColors[colorIndex % subgraphColors.length];
+            colorIndex++;
+            return `style ${subgraphId} fill:${color}`;
+        }
+    );
+
+    return result;
+}
+
+function initMermaid(theme) {
+    mermaid.initialize({
+        startOnLoad: false,
+        theme: theme,
+        flowchart: {
+            useMaxWidth: true,
+            htmlLabels: true,
+            curve: 'basis'
+        }
+    });
+}
+
+function attachClickHandlers() {
+    // Wait for mermaid to render, then attach click handlers
+    setTimeout(() => {
+        const svgContainer = document.querySelector('.mermaid svg');
+        if (!svgContainer) return;
+
+        // Find nodes by their flowchart IDs - use any available data source
+        const allStuffIds = new Set([
+            ...Object.keys(stuffDataJson || {}),
+            ...Object.keys(stuffDataText || {}),
+            ...Object.keys(stuffDataHtml || {})
+        ]);
+
+        for (const stuffId of allStuffIds) {
+            // Mermaid generates IDs like 'flowchart-s_xxx-123'
+            const nodes = svgContainer.querySelectorAll(`[id^="flowchart-${stuffId}"]`);
+            nodes.forEach(node => {
+                node.classList.add('clickable-stuff');
+                node.addEventListener('click', (e) => {
+                    e.stopPropagation();
+                    showModal(stuffId);
+                });
+            });
+        }
+    }, 500);
+}
+
+async function renderDiagram(theme) {
+    const container = document.getElementById('mermaid-diagram');
+    const themedCode = applyThemeColors(mermaidCode, theme);
+    container.innerHTML = themedCode;
+    container.removeAttribute('data-processed');
+    applyPageTheme(theme);
+    initMermaid(theme);
+    await mermaid.run({ nodes: [container] });
+    attachClickHandlers();
+}
+
+// Set initial theme in dropdown
+document.getElementById('theme-select').value = currentTheme;
+
+// Handle theme change
+document.getElementById('theme-select').addEventListener('change', async (e) => {
+    currentTheme = e.target.value;
+    await renderDiagram(currentTheme);
+});
+
+// Initial render on page load
+renderDiagram(currentTheme);
+
+// Set up format tab handlers
+document.querySelectorAll('.format-tab').forEach(tab => {
+    tab.addEventListener('click', () => {
+        if (tab.disabled) return;
+        const format = tab.dataset.format;
+        setFormat(format);
+    });
+});
+
+function setFormat(format) {
+    currentFormat = format;
+    // Update tab styling
+    document.querySelectorAll('.format-tab').forEach(t => t.classList.remove('active'));
+    document.getElementById(`tab-${format}`).classList.add('active');
+    // Re-render content if modal is open
+    if (currentStuffId) {
+        renderContent(currentStuffId, format);
+    }
+}
+
+function renderContent(stuffId, format) {
+    const content = document.getElementById('modal-content');
+    content.classList.remove('html-content', 'text-content', 'pdf-content', 'image-content');
+
+    // Handle PDF content type with iframe viewer
+    const contentType = stuffContentType?.[stuffId];
+    const jsonData = stuffDataJson?.[stuffId];
+
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            content.classList.add('pdf-content');
+            content.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none; min-height:500px;';
+            content.appendChild(iframe);
+            updateOpenExternalButton(stuffId, contentType, jsonData);
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            content.classList.add('image-content');
+            content.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            content.appendChild(img);
+            updateOpenExternalButton(stuffId, contentType, jsonData);
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        const data = stuffDataJson?.[stuffId];
+        content.innerHTML = '';
+        content.textContent = data ? JSON.stringify(data, null, 2) : 'No JSON data available';
+    } else if (format === 'text') {
+        const data = stuffDataText?.[stuffId];
+        content.classList.add('text-content');
+        content.innerHTML = '';
+        content.textContent = data || 'No text data available';
+    } else if (format === 'html') {
+        const data = stuffDataHtml?.[stuffId];
+        if (data) {
+            content.classList.add('html-content');
+            content.innerHTML = DOMPurify.sanitize(data);
+            makeLinksOpenInNewWindow(content);
+        } else {
+            content.innerHTML = '';
+            content.textContent = 'No HTML data available';
+        }
+    }
+
+    updateOpenExternalButton(stuffId, contentType, jsonData);
+}
+
+// Update visibility of the "open in new window" button (PDF only)
+function updateOpenExternalButton(stuffId, contentType, jsonData) {
+    const openExternalBtn = document.getElementById('open-external-btn');
+    if (!openExternalBtn) return;
+
+    const url = extractUrl(jsonData);
+    // Only show for PDFs (images are handled by the download button)
+    const shouldShow = contentType === 'application/pdf' && !!url;
+    openExternalBtn.style.display = shouldShow ? '' : 'none';
+}
+
+function updateTabAvailability(stuffId) {
+    const jsonTab = document.getElementById('tab-json');
+    const textTab = document.getElementById('tab-text');
+    const htmlTab = document.getElementById('tab-html');
+
+    jsonTab.disabled = !stuffDataJson?.[stuffId];
+    textTab.disabled = !stuffDataText?.[stuffId];
+
+    // For PDF and image content types, the tab can render from JSON data via extractUrl()
+    const contentType = stuffContentType?.[stuffId];
+    const jsonData = stuffDataJson?.[stuffId];
+    const canRenderFromJson = (contentType === 'application/pdf' || contentType?.startsWith('image/')) && extractUrl(jsonData);
+    htmlTab.disabled = !stuffDataHtml?.[stuffId] && !canRenderFromJson;
+
+    // Update HTML tab label based on content type
+    if (contentType === 'application/pdf') {
+        htmlTab.textContent = 'PDF';
+    } else if (contentType?.startsWith('image/')) {
+        htmlTab.textContent = 'Image';
+    } else {
+        htmlTab.textContent = 'HTML';
+    }
+
+    // Find first available format (HTML -> JSON -> Pretty)
+    if (!htmlTab.disabled) return 'html';
+    if (!jsonTab.disabled) return 'json';
+    if (!textTab.disabled) return 'text';
+    return 'html';
+}
+
+function showModal(stuffId) {
+    currentStuffId = stuffId;
+    const modal = document.getElementById('data-modal');
+    const overlay = document.getElementById('modal-overlay');
+    const title = document.getElementById('modal-title');
+
+    // Build title from metadata (name + concept as primary, ID as secondary)
+    const meta = stuffMetadata?.[stuffId];
+    if (meta && (meta.name || meta.concept)) {
+        const primaryParts = [];
+        if (meta.name) primaryParts.push(escapeHtml(meta.name));
+        if (meta.concept) primaryParts.push(`(${escapeHtml(meta.concept)})`);
+        const primary = `<span class="data-modal-title-primary">${primaryParts.join(' ')}</span>`;
+        const secondary = `<span class="data-modal-title-secondary">${escapeHtml(stuffId)}</span>`;
+        title.innerHTML = primary + secondary;
+    } else {
+        title.innerHTML = `<span class="data-modal-title-primary">${escapeHtml(stuffId)}</span>`;
+    }
+
+    // Update tab availability and select best format
+    const availableFormat = updateTabAvailability(stuffId);
+
+    // If current format is not available, switch to available one
+    const currentTab = document.getElementById(`tab-${currentFormat}`);
+    if (currentTab.disabled) {
+        setFormat(availableFormat);
+    } else {
+        renderContent(stuffId, currentFormat);
+    }
+
+    modal.style.display = 'block';
+    overlay.style.display = 'block';
+}
+
+function hideModal() {
+    document.getElementById('data-modal').style.display = 'none';
+    document.getElementById('modal-overlay').style.display = 'none';
+    currentStuffId = null;
+}
+
+// Get current content based on format
+function getCurrentContent() {
+    if (!currentStuffId) return null;
+
+    if (currentFormat === 'json') {
+        const data = stuffDataJson?.[currentStuffId];
+        if (!data) return null;
+        return { content: JSON.stringify(data, null, 2), ext: 'json', mime: 'application/json' };
+    } else if (currentFormat === 'text') {
+        const data = stuffDataText?.[currentStuffId];
+        if (!data) return null;
+        return { content: data, ext: 'txt', mime: 'text/plain' };
+    } else if (currentFormat === 'html') {
+        const data = stuffDataHtml?.[currentStuffId];
+        if (!data) return null;
+        return { content: data, ext: 'html', mime: 'text/html' };
+    }
+    return null;
+}
+
+// Copy content to clipboard
+function copyContent() {
+    const data = getCurrentContent();
+    if (!data) return;
+
+    navigator.clipboard.writeText(data.content).then(() => {
+        const btn = document.getElementById('copy-btn');
+        const checkIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+        const copyIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+            'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+            'm0 16H8V7h11v14z"/></svg>';
+        btn.innerHTML = checkIcon;
+        btn.classList.add('copied');
+        setTimeout(() => {
+            btn.innerHTML = copyIcon;
+            btn.classList.remove('copied');
+        }, 1500);
+    });
+}
+
+// Download content as file
+function downloadContent() {
+    if (!currentStuffId) return;
+
+    // Get name from metadata or use ID
+    const meta = stuffMetadata?.[currentStuffId];
+    const baseName = meta?.name || currentStuffId || 'data';
+    const contentType = stuffContentType?.[currentStuffId];
+    const jsonData = stuffDataJson?.[currentStuffId];
+
+    // For images, download the actual image file directly
+    if (contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            const ext = contentType.split('/')[1] || 'png';
+            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${ext}`;
+            const link = document.createElement('a');
+            link.href = imageUrl;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            return;
+        }
+    }
+
+    // For PDFs, download the actual PDF file directly
+    // Must fetch and create blob to work around cross-origin download restrictions
+    if (contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.pdf`;
+            fetch(pdfUrl)
+                .then(response => response.blob())
+                .then(blob => {
+                    const url = URL.createObjectURL(blob);
+                    const link = document.createElement('a');
+                    link.href = url;
+                    link.download = filename;
+                    document.body.appendChild(link);
+                    link.click();
+                    document.body.removeChild(link);
+                    URL.revokeObjectURL(url);
+                })
+                .catch(err => {
+                    console.error('Failed to download PDF:', err);
+                    window.open(pdfUrl, '_blank');
+                });
+            return;
+        }
+    }
+
+    const data = getCurrentContent();
+    if (!data) return;
+
+    const filename = `${baseName.replace(/[^a-zA-Z0-9_-]/g, '_')}.${data.ext}`;
+    const blob = new Blob([data.content], { type: data.mime });
+    const url = URL.createObjectURL(blob);
+    const link = document.createElement('a');
+    link.href = url;
+    link.download = filename;
+    document.body.appendChild(link);
+    link.click();
+    document.body.removeChild(link);
+    URL.revokeObjectURL(url);
+}
+
+// Close modal when clicking overlay
+document.getElementById('modal-overlay').addEventListener('click', hideModal);
+
+// Close modal with Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') hideModal();
+});
+
+// Open external URL for PDF content
+function openExternal() {
+    if (!currentStuffId) return;
+    const contentType = stuffContentType?.[currentStuffId];
+    const jsonData = stuffDataJson?.[currentStuffId];
+
+    if (contentType === 'application/pdf') {
+        const url = extractUrl(jsonData);
+        if (url) {
+            window.open(url, '_blank', 'noopener,noreferrer');
+        }
+    }
+}
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/hidden/cv_and_offer/reactflow.html b/hidden/cv_and_offer/reactflow.html
new file mode 100644
index 0000000..1ef522b
--- /dev/null
+++ b/hidden/cv_and_offer/reactflow.html
@@ -0,0 +1,3924 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Pipeline: Cv Job Match</title>
+<!-- React and ReactDOM from CDN -->
+<script crossorigin="anonymous" src="https://unpkg.com/react@18/umd/react.production.min.js" integrity="sha384-DGyLxAyjq0f9SPpVevD6IgztCFlnMF6oW/XQGmfe+IsZ8TqEiDrcHkMLKI6fiB/Z"></script>
+<script crossorigin="anonymous" src="https://unpkg.com/react-dom@18/umd/react-dom.production.min.js" integrity="sha384-gTGxhz21lVGYNMcdJOyq01Edg0jhn/c22nsx0kyqP0TxaV5WVdsSH1fSDUf5YJj1"></script>
+<!-- ReactFlow from CDN (v11 - using reactflow package for UMD support) -->
+<script src="https://unpkg.com/reactflow@11.11.4/dist/umd/index.js" integrity="sha384-lA1w00Vex5qXDv4/xYJO/e8SCjfdlNghbTP+s+2zl37rCEAC7trsSRpYrv/JQy5y" crossorigin="anonymous"></script>
+<link rel="stylesheet" href="https://unpkg.com/reactflow@11.11.4/dist/style.css">
+<!-- Dagre for layout -->
+<script src="https://unpkg.com/dagre@0.8.5/dist/dagre.min.js" integrity="sha384-2IH3T69EIKYC4c+RXZifZRvaH5SRUdacJW7j6HtE5rQbvLhKKdawxq6vpIzJ7j9M" crossorigin="anonymous"></script>
+<!-- DOMPurify for HTML sanitization (XSS prevention) -->
+<script src="https://cdn.jsdelivr.net/npm/dompurify@3.2.4/dist/purify.min.js" integrity="sha384-eEu5CTj3qGvu9PdJuS+YlkNi7d2XxQROAFYOr59zgObtlcux1ae1Il3u7jvdCSWu" crossorigin="anonymous"></script>
+<!-- Google Fonts -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@500&family=Inter:wght@400;600&display=swap" rel="stylesheet">
+    <style>
+/* Dark theme (default) */
+:root, [data-theme="dark"] {
+    --color-bg: #0f172a;
+    --color-surface: #1e293b;
+    --color-surface-hover: #334155;
+    --color-border: #334155;
+    --color-text: #f1f5f9;
+    --color-text-muted: #94a3b8;
+    --color-text-dim: #64748b;
+    --color-accent: #3b82f6;
+    --color-accent-hover: #60a5fa;
+    --color-success: #10b981;
+    --color-success-bg: rgba(16, 185, 129, 0.15);
+    --color-error: #ef4444;
+    --color-error-bg: rgba(239, 68, 68, 0.15);
+    --color-warning: #f59e0b;
+    --color-stuff: #f59e0b;
+    --color-stuff-bg: rgba(245, 158, 11, 0.15);
+    --color-stuff-border: #d97706;
+    --color-stuff-text: #fef3c7;
+    --color-stuff-text-dim: #fcd34d;
+    --color-pipe: #3b82f6;
+    --color-pipe-bg: rgba(59, 130, 246, 0.1);
+    --color-pipe-text: #dbeafe;
+    --color-pipe-failed: #ef4444;
+    --color-pipe-failed-bg: rgba(239, 68, 68, 0.15);
+    --font-sans: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
+    --font-mono: 'JetBrains Mono', 'Monaco', 'Menlo', monospace;
+    --radius-sm: 4px;
+    --radius-md: 8px;
+    --radius-lg: 12px;
+    --radius-pill: 999px;
+    --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.3);
+    --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.4);
+    --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.5);
+}
+/* Light theme */
+[data-theme="light"] {
+    --color-bg: #f8fafc;
+    --color-surface: #ffffff;
+    --color-surface-hover: #f1f5f9;
+    --color-border: #e2e8f0;
+    --color-text: #1e293b;
+    --color-text-muted: #64748b;
+    --color-text-dim: #94a3b8;
+    --color-accent: #3b82f6;
+    --color-accent-hover: #2563eb;
+    --color-success: #10b981;
+    --color-success-bg: rgba(16, 185, 129, 0.1);
+    --color-error: #ef4444;
+    --color-error-bg: rgba(239, 68, 68, 0.1);
+    --color-warning: #f59e0b;
+    --color-stuff: #f59e0b;
+    --color-stuff-bg: rgba(245, 158, 11, 0.1);
+    --color-stuff-border: #d97706;
+    --color-stuff-text: #78350f;
+    --color-stuff-text-dim: #92400e;
+    --color-pipe: #3b82f6;
+    --color-pipe-bg: rgba(59, 130, 246, 0.08);
+    --color-pipe-text: #1e3a8a;
+    --color-pipe-failed: #ef4444;
+    --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
+    --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
+    --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
+    --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
+}
+/* System theme - follows OS preference */
+@media (prefers-color-scheme: light) {
+    [data-theme="system"] {
+        --color-bg: #f8fafc;
+        --color-surface: #ffffff;
+        --color-surface-hover: #f1f5f9;
+        --color-border: #e2e8f0;
+        --color-text: #1e293b;
+        --color-text-muted: #64748b;
+        --color-text-dim: #94a3b8;
+        --color-accent: #3b82f6;
+        --color-accent-hover: #2563eb;
+        --color-success: #10b981;
+        --color-success-bg: rgba(16, 185, 129, 0.1);
+        --color-error: #ef4444;
+        --color-error-bg: rgba(239, 68, 68, 0.1);
+        --color-warning: #f59e0b;
+        --color-stuff: #f59e0b;
+        --color-stuff-bg: rgba(245, 158, 11, 0.1);
+        --color-stuff-border: #d97706;
+        --color-stuff-text: #78350f;
+        --color-stuff-text-dim: #92400e;
+        --color-pipe: #3b82f6;
+        --color-pipe-bg: rgba(59, 130, 246, 0.08);
+        --color-pipe-text: #1e3a8a;
+        --color-pipe-failed: #ef4444;
+        --color-pipe-failed-bg: rgba(239, 68, 68, 0.1);
+        --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
+        --shadow-md: 0 4px 12px rgba(0, 0, 0, 0.1);
+        --shadow-lg: 0 8px 24px rgba(0, 0, 0, 0.15);
+    }
+}
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body {
+    font-family: var(--font-sans);
+    height: 100vh;
+    overflow: hidden;
+    background: var(--color-bg);
+    color: var(--color-text);
+}
+#app-container {
+    display: flex;
+    flex-direction: column;
+    height: 100vh;
+}
+.header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 12px 20px;
+    background: var(--color-surface);
+    border-bottom: 1px solid var(--color-border);
+    z-index: 100;
+}
+.header-left {
+    display: flex;
+    align-items: center;
+    gap: 16px;
+}
+.header-logo {
+    height: 28px;
+    width: auto;
+}
+.header-logo.dark-logo { display: block; }
+.header-logo.light-logo { display: none; }
+[data-theme="light"] .header-logo.dark-logo { display: none; }
+[data-theme="light"] .header-logo.light-logo { display: block; }
+@media (prefers-color-scheme: light) {
+    [data-theme="system"] .header-logo.dark-logo { display: none; }
+    [data-theme="system"] .header-logo.light-logo { display: block; }
+}
+.header-title {
+    font-size: 14px;
+    color: var(--color-text-muted);
+    font-weight: 500;
+}
+.theme-toggle {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 36px;
+    height: 36px;
+    background: var(--color-surface-hover);
+    border: 1px solid var(--color-border);
+    border-radius: var(--radius-md);
+    cursor: pointer;
+    transition: all 0.15s ease;
+    font-size: 16px;
+    line-height: 1;
+}
+.theme-toggle:hover {
+    background: var(--color-accent);
+    border-color: var(--color-accent);
+}
+.theme-icon { display: none; }
+.theme-icon.active { display: inline; }
+.stat-item {
+    display: flex;
+    align-items: center;
+    gap: 6px;
+    font-size: 13px;
+    color: var(--color-text-muted);
+}
+.stat-value {
+    font-weight: 600;
+    color: var(--color-text);
+}
+.stat-icon {
+    width: 16px;
+    height: 16px;
+    opacity: 0.7;
+}
+#root {
+    flex: 1;
+    width: 100%;
+    overflow: hidden;
+}
+.react-flow-container {
+    width: 100%;
+    height: 100%;
+    background: var(--color-bg);
+}
+.react-flow__node {
+    font-family: var(--font-sans);
+}
+.react-flow__background {
+    background: var(--color-bg) !important;
+}
+.react-flow__controls {
+    background: var(--color-surface);
+    border: 1px solid var(--color-border);
+    border-radius: var(--radius-md);
+    box-shadow: var(--shadow-md);
+    bottom: 57px !important;
+    left: 16px !important;
+}
+.react-flow__controls-button {
+    background: var(--color-surface);
+    border-bottom: 1px solid var(--color-border);
+    fill: var(--color-text-muted);
+}
+.react-flow__controls-button:hover {
+    background: var(--color-surface-hover);
+}
+.react-flow__edge-path {
+    stroke-width: 2;
+}
+.react-flow__edge-text {
+    font-size: 11px;
+    fill: var(--color-text-muted);
+}
+.react-flow__edge-textbg {
+    fill: var(--color-bg);
+}
+/* Selected node highlight */
+.react-flow__node.selected {
+    box-shadow: 0 0 0 3px var(--color-accent), var(--shadow-lg) !important;
+    z-index: 1000 !important;
+}
+
+/* Inspector Sidebar */
+.inspector-panel {
+    position: fixed;
+    top: 57px;
+    right: 0;
+    width: 40vw;
+    min-width: 360px;
+    max-width: 80vw;
+    height: calc(100vh - 57px - 41px);
+    background: var(--color-surface);
+    border-left: 1px solid var(--color-border);
+    box-shadow: -4px 0 20px rgba(0, 0, 0, 0.3);
+    overflow: hidden;
+    z-index: 1000;
+    display: none;
+    transition: none;
+}
+.inspector-panel.visible {
+    display: flex;
+    flex-direction: column;
+}
+.inspector-resize-handle {
+    position: absolute;
+    left: 0;
+    top: 0;
+    width: 6px;
+    height: 100%;
+    cursor: ew-resize;
+    background: transparent;
+    z-index: 10;
+    transition: background 0.2s;
+}
+.inspector-resize-handle:hover,
+.inspector-resize-handle.dragging {
+    background: var(--color-accent);
+}
+.inspector-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 16px 20px;
+    background: linear-gradient(135deg, var(--color-accent), var(--color-stuff));
+    color: white;
+}
+.inspector-header.stuff {
+    background: linear-gradient(135deg, var(--color-stuff), var(--color-stuff-border));
+}
+.inspector-header.pipe {
+    background: linear-gradient(135deg, var(--color-pipe), var(--color-accent));
+}
+.inspector-title {
+    font-size: 15px;
+    font-weight: 600;
+    white-space: nowrap;
+    overflow: hidden;
+    text-overflow: ellipsis;
+}
+.inspector-subtitle {
+    font-size: 12px;
+    opacity: 0.85;
+    margin-top: 2px;
+}
+.inspector-close {
+    width: 28px;
+    height: 28px;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    cursor: pointer;
+    background: rgba(255,255,255,0.2);
+    border-radius: var(--radius-sm);
+    font-size: 18px;
+    line-height: 1;
+    transition: background 0.15s;
+}
+.inspector-close:hover {
+    background: rgba(255,255,255,0.3);
+}
+.inspector-content {
+    flex: 1;
+    overflow-y: auto;
+    padding: 16px;
+}
+/* Only apply flex behavior to the stuff data section, not all sections */
+.inspector-content.stuff-inspector {
+    display: flex;
+    flex-direction: column;
+}
+.inspector-content.stuff-inspector > .inspector-section {
+    display: flex;
+    flex-direction: column;
+    flex: 1;
+    min-height: 0;
+}
+#stuff-data-content {
+    flex: 1;
+    display: flex;
+    flex-direction: column;
+    min-height: 0;
+}
+#stuff-data-content > .inspector-pre,
+#stuff-data-content.inspector-html-content {
+    flex: 1;
+    max-height: none;
+    min-height: 0;
+    overflow-y: auto;
+}
+.inspector-badges {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 8px;
+    margin-bottom: 16px;
+}
+.inspector-badge {
+    display: inline-flex;
+    align-items: center;
+    gap: 4px;
+    padding: 4px 10px;
+    font-size: 12px;
+    font-weight: 500;
+    border-radius: 999px;
+}
+.inspector-badge.success {
+    background: var(--color-success-bg);
+    color: var(--color-success);
+}
+.inspector-badge.error {
+    background: var(--color-error-bg);
+    color: var(--color-error);
+}
+.inspector-badge.neutral {
+    background: var(--color-surface-hover);
+    color: var(--color-text-muted);
+}
+.inspector-badge.stuff {
+    background: var(--color-stuff-bg);
+    color: var(--color-stuff);
+}
+.inspector-section {
+    margin-bottom: 16px;
+}
+.inspector-section:last-child {
+    margin-bottom: 0;
+}
+.inspector-section-title {
+    font-size: 11px;
+    font-weight: 600;
+    text-transform: uppercase;
+    letter-spacing: 0.5px;
+    color: var(--color-text-dim);
+    margin-bottom: 8px;
+}
+.inspector-value {
+    font-size: 14px;
+    color: var(--color-text);
+    word-break: break-word;
+}
+.inspector-value.pipe-code {
+    font-family: var(--font-mono);
+    color: var(--color-accent);
+}
+.inspector-pre {
+    background: var(--color-bg);
+    border: 1px solid var(--color-border);
+    padding: 12px;
+    border-radius: var(--radius-md);
+    font-family: var(--font-mono);
+    font-size: 12px;
+    line-height: 1.5;
+    color: var(--color-text-muted);
+    overflow-x: auto;
+    max-height: 300px;
+    overflow-y: auto;
+    white-space: pre-wrap;
+    word-break: break-word;
+}
+/* No-wrap variant for Rich-formatted ASCII tables (Pretty/Text tab) */
+.inspector-pre.nowrap {
+    white-space: pre;
+    word-break: normal;
+    line-height: 1;
+    padding-right: 20px;
+    -webkit-overflow-scrolling: touch;
+}
+.inspector-row {
+    display: flex;
+    justify-content: space-between;
+    padding: 8px 0;
+    border-bottom: 1px solid var(--color-border);
+}
+.inspector-row:last-child {
+    border-bottom: none;
+}
+.inspector-row-label {
+    color: var(--color-text-dim);
+    font-size: 13px;
+}
+.inspector-row-value {
+    color: var(--color-text);
+    font-size: 13px;
+    font-weight: 500;
+}
+
+/* Format toolbar for stuff data */
+.format-toolbar {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 12px;
+    gap: 8px;
+}
+.format-tabs {
+    display: flex;
+    gap: 4px;
+}
+.format-tab {
+    padding: 6px 12px;
+    border-radius: var(--radius-sm);
+    cursor: pointer;
+    font-size: 12px;
+    font-weight: 500;
+    background: var(--color-surface-hover);
+    color: var(--color-text-muted);
+    border: none;
+    transition: all 0.2s;
+}
+.format-tab:hover {
+    background: var(--color-border);
+    color: var(--color-text);
+}
+.format-tab.active {
+    background: var(--color-accent);
+    color: #fff;
+}
+.format-tab:disabled {
+    opacity: 0.4;
+    cursor: not-allowed;
+}
+.format-actions {
+    display: flex;
+    gap: 4px;
+}
+.action-btn {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 32px;
+    height: 32px;
+    border-radius: var(--radius-sm);
+    cursor: pointer;
+    font-size: 14px;
+    background: var(--color-surface-hover);
+    color: var(--color-text-muted);
+    border: none;
+    transition: all 0.2s;
+}
+.action-btn:hover {
+    background: var(--color-border);
+    color: var(--color-text);
+}
+.action-btn.copied {
+    background: var(--color-success-bg);
+    color: var(--color-success);
+}
+.action-btn svg {
+    width: 16px;
+    height: 16px;
+    fill: currentColor;
+}
+.inspector-html-content {
+    background: var(--color-bg);
+    color: var(--color-text-muted);
+    padding: 12px;
+    border-radius: var(--radius-md);
+    font-family: var(--font-sans);
+}
+.inspector-html-content table {
+    border-collapse: collapse;
+    width: 100%;
+}
+.inspector-html-content th,
+.inspector-html-content td {
+    border: 1px solid var(--color-border);
+    padding: 8px 12px;
+    text-align: left;
+}
+.inspector-html-content th {
+    background: var(--color-surface-hover);
+    color: var(--color-text);
+    font-weight: 600;
+}
+.inspector-html-content tr:hover {
+    background: var(--color-surface-hover);
+}
+.inspector-pdf-content {
+    flex: 1;
+    min-height: 400px;
+}
+.fullscreen-content.inspector-pdf-content {
+    height: 100%;
+}
+.inspector-image-content {
+    flex: 1;
+    display: flex;
+    justify-content: center;
+    align-items: center;
+    min-height: 300px;
+}
+.inspector-image-content img {
+    max-width: 100%;
+    max-height: 70vh;
+    object-fit: contain;
+}
+.fullscreen-content.inspector-image-content {
+    height: 100%;
+}
+
+/* Top hint capsule */
+.top-hint {
+    position: fixed;
+    top: 70px;
+    right: 16px;
+    background: var(--color-surface);
+    border: 1px solid var(--color-border);
+    border-radius: var(--radius-pill);
+    padding: 8px 16px;
+    font-size: 12px;
+    color: var(--color-text-dim);
+    z-index: 100;
+    box-shadow: var(--shadow-md);
+}
+
+/* Footer */
+.footer {
+    position: fixed;
+    bottom: 0;
+    left: 0;
+    right: 0;
+    background: var(--color-surface);
+    border-top: 1px solid var(--color-border);
+    padding: 10px 20px;
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    z-index: 100;
+    font-size: 12px;
+}
+.footer-legend {
+    display: flex;
+    gap: 20px;
+}
+.legend-item {
+    display: flex;
+    align-items: center;
+    gap: 8px;
+    color: var(--color-text-muted);
+}
+.legend-dot {
+    width: 12px;
+    height: 12px;
+    border-radius: 3px;
+}
+.legend-dot.pipe {
+    background: var(--color-pipe);
+}
+.legend-dot.stuff {
+    background: var(--color-stuff);
+    border-radius: 6px;
+}
+.legend-dot.success {
+    background: var(--color-success);
+}
+.legend-dot.error {
+    background: var(--color-error);
+}
+.footer-stats {
+    display: flex;
+    gap: 16px;
+}
+
+/* Full-screen modal for stuff data */
+.fullscreen-modal {
+    position: fixed;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background: var(--color-bg);
+    z-index: 2000;
+    display: none;
+    flex-direction: column;
+}
+.fullscreen-modal.visible {
+    display: flex;
+}
+.fullscreen-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 16px 24px;
+    background: linear-gradient(135deg, var(--color-stuff), var(--color-stuff-border));
+    color: white;
+    border-bottom: 1px solid var(--color-border);
+}
+.fullscreen-header-left {
+    display: flex;
+    flex-direction: column;
+    gap: 4px;
+}
+.fullscreen-title {
+    font-size: 18px;
+    font-weight: 600;
+}
+.fullscreen-subtitle {
+    font-size: 13px;
+    opacity: 0.9;
+}
+.fullscreen-header-actions {
+    display: flex;
+    gap: 8px;
+}
+.fullscreen-action-btn {
+    width: 36px;
+    height: 36px;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    cursor: pointer;
+    background: rgba(255,255,255,0.2);
+    border: none;
+    border-radius: var(--radius-md);
+    color: white;
+    transition: background 0.15s;
+}
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+        "8c69028d-d006-4766-a68e-e58324a16d41:node_0"
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+        "8c69028d-d006-4766-a68e-e58324a16d41:node_9"
+      ],
+      "pipe_code:extract_documents": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_1"
+      ],
+      "pipe_type:PipeParallel": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_1",
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_4"
+      ],
+      "pipe_code:extract_cv": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_2"
+      ],
+      "pipe_type:PipeExtract": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_2",
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_3"
+      ],
+      "pipe_code:extract_job_offer": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_3"
+      ],
+      "pipe_code:analyze_documents": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_4"
+      ],
+      "pipe_code:analyze_cv": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_5"
+      ],
+      "pipe_type:PipeLLM": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_5",
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_6",
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+        "8c69028d-d006-4766-a68e-e58324a16d41:node_8"
+      ],
+      "pipe_code:analyze_job_offer": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_6"
+      ],
+      "pipe_code:evaluate_match": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_7"
+      ],
+      "pipe_code:generate_interview_questions": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_8"
+      ],
+      "pipe_code:compose_interview_sheet": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_9"
+      ],
+      "pipe_type:PipeCompose": [
+        "8c69028d-d006-4766-a68e-e58324a16d41:node_9"
+      ]
+    }
+  },
+  "payloads": null
+}</script>
+<!-- Embedded GraphSpec (for dataflow extraction) -->
+<script type="application/json" id="pipelex-graphspec">{
+  "graph_id": "8c69028d-d006-4766-a68e-e58324a16d41",
+  "created_at": "2026-01-09T15:22:29.379107Z",
+  "pipeline_ref": {
+    "domain": "cv_and_offer",
+    "main_pipe": "cv_job_match",
+    "entrypoint": null
+  },
+  "nodes": [
+    {
+      "node_id": "8c69028d-d006-4766-a68e-e58324a16d41:node_0",
+      "kind": "controller",
+      "pipe_code": "cv_job_match",
+      "pipe_type": "PipeSequence",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:29.385329Z",
+        "ended_at": "2026-01-09T15:22:54.753515Z",
+        "duration_ms": 25368
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_pdf",
+            "concept": "Document",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "ddozj",
+            "data": {
+              "url": "data/CVx5/CV-01.pdf"
+            },
+            "data_text": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n",
+            "data_html": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>",
+            "extra": {}
+          },
+          {
+            "name": "job_offer_pdf",
+            "concept": "Document",
+            "content_type": "application/pdf",
+            "preview": null,
+            "size": null,
+            "digest": "QzpHH",
+            "data": {
+              "url": "https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf"
+            },
+            "data_text": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n",
+            "data_html": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_sheet",
+            "concept": "InterviewSheet",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "nbqHw",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.",
+              "questions": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Given your background in retail sales, how do you p\n                      \u2502       \u2502                \u2502 to selling SaaS solutions to enterprise clients?   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sa\n                      \u2502       \u2502                \u2502 their skills to meet the requirements of the role. \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   4   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 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What tools did you use, and what was the\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's analytical skills and fam\n                      \u2502       \u2502                \u2502 tools, which are important for driving operational \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   5   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What is your philosophy on coaching and developing \n                      \u2502       \u2502                \u2502 you share a specific instance where you successfull\n                      \u2502       \u2502                \u2502 leadership role?                                   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To investigate the candidate's passion for talent d\n                      \u2502       \u2502                \u2502 fostering leadership within their teams.           \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+                      "text": "# JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n\" Bachelor of Science in Graphic Design\n\n\" Cumulative GPA 3.93, Dean's List\n\n\" Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n\" Use my trend awareness to assist customers in their shopping experience\n\n\" Thoroughly scan every piece of merchandise for inventory control\n\n\" Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n\" Sell retail and memberships to meet company sales goals\n\n\" Build organizational skills by single handedly running all operating procedures\n\n\" Communicate with clients to fulfill their wants and needs\n\n\" Attend promotional events to market our services\n\n\" Handle cash and deposits during opening and closing\n\n\" Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n\" Offered advice and assistance to each guest\n\nVICTORIA'S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n\" Applied my leadership skills by assisting in the training of coworkers\n\n\" Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n\" Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n\" Represented Periscope Marketing and Target Inc. at a college event\n\n\" Engaged University of Minnesota freshman in the Target brand experience\n"
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City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+            "data_html": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>",
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+                      "text": "# Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we're transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe're seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you'll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world's\nmost innovative technology companies.\n\n\n## What You'll Do\n\n\u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n<!-- PageBreak -->\n\n"
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+                      "text": "\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor's degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation & Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n<table>\n<tr>\n<td>\u00b7 Premium medical, dental, and vision coverage</td>\n<td>\u00b7 401(k) with 6% company match</td>\n</tr>\n<tr>\n<td>\u00b7 Flexible PTO policy</td>\n<td>\u00b7 $5,000 annual professional development budget</td>\n</tr>\n<tr>\n<td>\u00b7 Executive coaching program</td>\n<td>\u00b7 Wellness reimbursement ($1,200/year)</td>\n</tr>\n<tr>\n<td>\u00b7 8 paid volunteer days (VTO)</td>\n<td>\u00b7 Paid parental leave (26 weeks primary caregiver)</td>\n</tr>\n<tr>\n<td>\u00b7 Employee stock purchase plan (15% discount)</td>\n<td>\u00b7 Relocation assistance available</td>\n</tr>\n</table>\n"
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+            "data_text": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n",
+            "data_html": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>",
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+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
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+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
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+            "name": "cv_analysis",
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+              "skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control",
+              "years_of_experience": 8.2,
+              "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design",
+              "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation",
+              "key_achievements": "Received employee of the month award twice at Planet Beach"
+            },
+            "data_text": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>",
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+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
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+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "8c69028d-d006-4766-a68e-e58324a16d41:node_8",
+      "kind": "operator",
+      "pipe_code": "generate_interview_questions",
+      "pipe_type": "PipeLLM",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:49.712219Z",
+        "ended_at": "2026-01-09T15:22:54.670016Z",
+        "duration_ms": 4957
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "cv_analysis",
+            "concept": "CVAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "goCJ7",
+            "data": {
+              "skills": "Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control",
+              "years_of_experience": 8.2,
+              "education": "Bachelor of Science in Graphic Design, University of Minnesota, College of Design",
+              "previous_roles": "Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corporation",
+              "key_achievements": "Received employee of the month award twice at Planet Beach"
+            },
+            "data_text": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n",
+            "data_html": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "job_requirements",
+            "concept": "JobRequirements",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "4eNhA",
+            "data": {
+              "required_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers",
+              "preferred_skills": "Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams",
+              "responsibilities": "Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools",
+              "qualifications": "12+ years of experience, Bachelor's degree required; MBA preferred",
+              "experience_level": "Executive Level"
+            },
+            "data_text": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n",
+            "data_html": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_questions",
+            "concept": "InterviewQuestion",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "jPjA4",
+            "data": {
+              "items": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n",
+            "data_html": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ]
+      },
+      "error": null,
+      "tags": {},
+      "metrics": {}
+    },
+    {
+      "node_id": "8c69028d-d006-4766-a68e-e58324a16d41:node_9",
+      "kind": "operator",
+      "pipe_code": "compose_interview_sheet",
+      "pipe_type": "PipeCompose",
+      "status": "succeeded",
+      "timing": {
+        "started_at": "2026-01-09T15:22:54.671388Z",
+        "ended_at": "2026-01-09T15:22:54.742871Z",
+        "duration_ms": 71
+      },
+      "node_io": {
+        "inputs": [
+          {
+            "name": "match_analysis",
+            "concept": "MatchAnalysis",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "BNhCF",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies."
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n",
+            "data_html": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>",
+            "extra": {}
+          },
+          {
+            "name": "interview_questions",
+            "concept": "InterviewQuestion",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "jPjA4",
+            "data": {
+              "items": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n",
+            "data_html": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>",
+            "extra": {}
+          }
+        ],
+        "outputs": [
+          {
+            "name": "interview_sheet",
+            "concept": "InterviewSheet",
+            "content_type": null,
+            "preview": null,
+            "size": null,
+            "digest": "nbqHw",
+            "data": {
+              "overall_match_score": 10.0,
+              "matching_skills": "Customer Service, Organizational Skills, Leadership, Sales",
+              "missing_skills": "Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA",
+              "experience_alignment": "The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.",
+              "areas_of_concern": "The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.",
+              "areas_to_explore": "Discuss the candidate's leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.",
+              "questions": [
+                {
+                  "question_text": "Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?",
+                  "purpose": "To assess the candidate's leadership experience and ability to develop high-performing teams, which is crucial for the role."
+                },
+                {
+                  "question_text": "What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?",
+                  "purpose": "To evaluate the candidate's executive presence and ability to build relationships with high-level stakeholders, which is essential for the position."
+                },
+                {
+                  "question_text": "Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?",
+                  "purpose": "To explore the candidate's understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role."
+                },
+                {
+                  "question_text": "Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?",
+                  "purpose": "To assess the candidate's analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor."
+                },
+                {
+                  "question_text": "What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?",
+                  "purpose": "To investigate the candidate's passion for talent development and their history of fostering leadership within their teams."
+                }
+              ]
+            },
+            "data_text": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 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\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n questions            \u2502   1   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you describe your experience in leading and dev\n                      \u2502       \u2502                \u2502 strategies have you implemented to ensure their suc\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's leadership experience and\n                      \u2502       \u2502                \u2502 high-performing teams, which is crucial for the rol\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   2   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What approaches have you used to engage C-suite exe\n                      \u2502       \u2502                \u2502 Can you provide an example of a successful engageme\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To evaluate the candidate's executive presence and \n                      \u2502       \u2502                \u2502 with high-level stakeholders, which is essential fo\n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   3   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Given your background in retail sales, how do you p\n                      \u2502       \u2502                \u2502 to selling SaaS solutions to enterprise clients?   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sa\n                      \u2502       \u2502                \u2502 their skills to meet the requirements of the role. \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   4   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 Can you discuss a time when you had to analyze sale\n                      \u2502       \u2502                \u2502 decisions? What tools did you use, and what was the\n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To assess the candidate's analytical skills and fam\n                      \u2502       \u2502                \u2502 tools, which are important for driving operational \n                      \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502   5   \u2502  Attribute     \u2503 Value                                              \n                      \u2502       \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n                      \u2502       \u2502  question_text \u2502 What is your philosophy on coaching and developing \n                      \u2502       \u2502                \u2502 you share a specific instance where you successfull\n                      \u2502       \u2502                \u2502 leadership role?                                   \n                      \u2502       \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n                      \u2502       \u2502  purpose       \u2502 To investigate the candidate's passion for talent d\n                      \u2502       \u2502                \u2502 fostering leadership within their teams.           \n", "s_7f2e386dfb": "{\n    \"url\": \"data/CVx5/CV-01.pdf\"\n}\n", "s_85346f6ca9": "{\n    \"url\": \"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\"\n}\n", "s_d282fc7b51": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                                    JOHN DOE                             \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                              Full Address . City, State, ZIP . Phone Number . E-mail      \n        \u2502                                                                                           \n        \u2502 OBJECTIVE: Design apparel print for an innovative retail company                          \n        \u2502                                                                                           \n        \u2502 EDUCATION:                                                                                \n        \u2502                                                                                           \n        \u2502 UNIVERSITY OF MINNESOTA College of Design \" Bachelor of Science in Graphic Design         \n        \u2502                                                                                           \n        \u2502 \" Cumulative GPA 3.93, Dean's List                                                        \n        \u2502                                                                                           \n        \u2502 \" Twin cities Iron Range Scholarship                                                      \n        \u2502                                                                                           \n        \u2502 City, State May 2011                                                                      \n        \u2502                                                                                           \n        \u2502 WORK EXPERIENCE:                                                                          \n        \u2502                                                                                           \n        \u2502 AMERICAN EAGLE Sales Associate                                                            \n        \u2502                                                                                           \n        \u2502 City, State July 2009 - present                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Collaborated with the store merchandiser creating displays to attract clientele         \n        \u2502                                                                                           \n        \u2502 \" Use my trend awareness to assist customers in their shopping experience                 \n        \u2502                                                                                           \n        \u2502 \" Thoroughly scan every piece of merchandise for inventory control                        \n        \u2502                                                                                           \n        \u2502 \" Process shipment to increase my product knowledge                                       \n        \u2502                                                                                           \n        \u2502 PLANET BEACH Spa Consultant City, State Aug. 2008 - present                               \n        \u2502                                                                                           \n        \u2502 \" Sell retail and memberships to meet company sales goals                                 \n        \u2502                                                                                           \n        \u2502 \" Build organizational skills by single handedly running all operating procedures         \n        \u2502                                                                                           \n        \u2502 \" Communicate with clients to fulfill their wants and needs                               \n        \u2502                                                                                           \n        \u2502 \" Attend promotional events to market our services                                        \n        \u2502                                                                                           \n        \u2502 \" Handle cash and deposits during opening and closing                                     \n        \u2502                                                                                           \n        \u2502 \" Received employee of the month award twice                                              \n        \u2502                                                                                           \n        \u2502 HEARTBREAKER Sales Associate City, State May 2008 - Aug. 2008                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Stocked sales floor with fast fashion inventory                                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market        \n        \u2502                                                                                           \n        \u2502 \" Offered advice and assistance to each guest                                             \n        \u2502                                                                                           \n        \u2502 VICTORIA'S SECRET Fashion Representative City, State Jan. 2006 - Feb. 2009                \n        \u2502                                                                                           \n        \u2502 \" Applied my leadership skills by assisting in the training of coworkers                  \n        \u2502                                                                                           \n        \u2502 \" Set up mannequins and displays in order to entice future customers                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Provided superior customer service by helping with consumer decisions                   \n        \u2502                                                                                           \n        \u2502 \" Took seasonal inventory                                                                 \n        \u2502                                                                                           \n        \u2502 VOLUNTEER EXPERIENCE:                                                                     \n        \u2502                                                                                           \n        \u2502 TARGET CORPORATION Brand Ambassador                                                       \n        \u2502                                                                                           \n        \u2502 City, State August 2009                                                                   \n        \u2502                                                                                           \n        \u2502 \" Represented Periscope Marketing and Target Inc. at a college event                      \n        \u2502                                                                                           \n        \u2502 \" Engaged University of Minnesota freshman in the Target brand experience                 \n", "s_09958cc830": "   1    \u2502 \u250f\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502 \u2503                                        Vice President, Enterprise Sales                 \n        \u2502 \u2517\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n        \u2502                                                                                           \n        \u2502 ACME \u00b7 San Francisco, CA (Hybrid) Full-time . Executive Level                             \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                     About ACME                            \n        \u2502                                                                                           \n        \u2502 ACME is the global leader in CRM, empowering companies to connect with their customers in \n        \u2502 on our core values of Trust, Customer Success, Innovation, and Equality, we're transformin\n        \u2502 with their customers across sales, service, marketing, and more.                          \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                  The Opportunity                          \n        \u2502                                                                                           \n        \u2502 We're seeking an exceptional Vice President of Enterprise Sales to lead our North American\n        \u2502 drive the next phase of our growth. This is a high-impact role where you'll build and scal\n        \u2502 organization, own significant revenue accountability, and work directly with C-suite execu\n        \u2502 companies.                                                                                \n        \u2502                                                                                           \n        \u2502 As VP of Enterprise Sales, you'll lead 60+ enterprise account executives, own $180M+ in AR\n        \u2502 critical role in shaping our go-to-market strategy. This is an opportunity to make your ma\n        \u2502 most innovative technology companies.                                                     \n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You'll Do                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Lead & Scale: Build and develop a high-performing team of 60+ enterprise sales professio\n        \u2502 regions                                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&L accountability and strategic pla\n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline gro\n        \u2502 rates                                                                                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakehol\n        \u2502 accounts                                                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimiza\n        \u2502 decision making                                                                           \n        \u2502                                                                                           \n        \u2502 \u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders     \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Chan\n        \u2502 integrated solutions                                                                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team pr\n        \u2502                                                                                           \n        \u2502                                                                                           \n        \u2502                                                   What You Bring                          \n        \u2502                                                                                           \n        \u2502                                              Required Qualifications                      \n        \u2502                                                                                           \n        \u2502 \u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equiv\n        \u2502                                                                                           \n        \u2502 \u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people        \n        \u2502                                                                                           \n        \u2502 \u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets      \n        \u2502                                                                                           \n        \u2502 \u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles              \n        \u2502                                                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n   2    \u2502 \u00b7 Experience selling SaaS solutions to Fortune 500 enterprises                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong executive presence with ability to engage C-suite buyers                         \n        \u2502                                                                                           \n        \u2502 \u00b7 Bachelor's degree required; MBA preferred                                               \n        \u2502                                                                                           \n        \u2502                                                What Sets You Apart                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets                 \n        \u2502                                                                                           \n        \u2502 \u00b7 Track record of building sales teams from early stage through scale                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Expertise in account-based selling and strategic account management                     \n        \u2502                                                                                           \n        \u2502 \u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools                \n        \u2502                                                                                           \n        \u2502 \u00b7 History of developing talent - multiple direct reports promoted to leadership roles     \n        \u2502                                                                                           \n        \u2502 \u00b7 Experience with channel/partner sales models                                            \n        \u2502                                                                                           \n        \u2502 \u00b7 Passion for coaching and developing high-performing teams                               \n        \u2502                                                                                           \n        \u2502                                              Leadership Competencies                      \n        \u2502                                                                                           \n        \u2502 \u00b7 Strategic thinking and business acumen                                                  \n        \u2502                                                                                           \n        \u2502 \u00b7 Exceptional communication and executive presence                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Data-driven decision making                                                             \n        \u2502                                                                                           \n        \u2502 \u00b7 Change management and organizational development                                        \n        \u2502                                                                                           \n        \u2502 \u00b7 Cross-functional collaboration                                                          \n        \u2502                                                                                           \n        \u2502 \u00b7 Diversity, equity, and inclusion advocacy                                               \n        \u2502                                                                                           \n        \u2502                                              Compensation & Benefits                      \n        \u2502                                                                                           \n        \u2502                                        Total Target Compensation: $975,000                \n        \u2502                                                                                           \n        \u2502 \u00b7 Base Salary: $325,000                                                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Variable Compensation: $650,000 (at 100% quota attainment)                              \n        \u2502                                                                                           \n        \u2502 \u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)                                   \n        \u2502                                                                                           \n        \u2502 \u00b7 Sign-on Bonus: $100,000                                                                 \n        \u2502                                                                                           \n        \u2502                                           Comprehensive Benefits Package                  \n        \u2502                                                                                           \n", "s_5f1107a2c5": " Attribute           \u2503 Value                                                                        \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n skills              \u2502 Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Lea\n                     \u2502 Inventory Control                                                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n years_of_experience \u2502 8.2                                                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n education           \u2502 Bachelor of Science in Graphic Design, University of Minnesota, College of De\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n previous_roles      \u2502 Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Asso\n                     \u2502 Fashion Representative at Victoria's Secret, Brand Ambassador at Target Corpo\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n key_achievements    \u2502 Received employee of the month award twice at Planet Beach                   \n", "s_7d1841499d": " Attribute        \u2503 Value                                                                           \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n required_skills  \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive p\n                  \u2502 engage C-suite buyers                                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n preferred_skills \u2502 Experience in CRM, cloud infrastructure, or enterprise software markets, Track r\n                  \u2502 teams from early stage through scale, Expertise in account-based selling and str\n                  \u2502 management, Strong analytical skills with proficiency in ACME, sales analytics t\n                  \u2502 developing talent - multiple direct reports promoted to leadership roles, Experi\n                  \u2502 channel/partner sales models, Passion for coaching and developing high-performin\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n responsibilities \u2502 Lead and develop a high-performing team of 60+ enterprise sales professionals, O\n                  \u2502 ARR with full P&L accountability, Develop and implement sales strategies that ac\n                  \u2502 growth, Build and maintain executive relationships with C-level stakeholders, Dr\n                  \u2502 through accurate forecasting and process optimization, Coach, mentor, and develo\n                  \u2502 sales leaders, Partner with cross-functional teams to deliver integrated solutio\n                  \u2502 methodologies and tools                                                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n qualifications   \u2502 12+ years of experience, Bachelor's degree required; MBA preferred              \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_level \u2502 Executive Level                                                                 \n", "s_bdd2d8f94a": " Attribute            \u2503 Value                                                                       \n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n overall_match_score  \u2502 10.0                                                                        \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n matching_skills      \u2502 Customer Service, Organizational Skills, Leadership, Sales                  \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n missing_skills       \u2502 Experience selling SaaS solutions to Fortune 500 enterprises, Strong executi\n                      \u2502 to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterp\n                      \u2502 Track record of building sales teams from early stage through scale, Experti\n                      \u2502 selling and strategic account management, Strong analytical skills with prof\n                      \u2502 analytics tools, History of developing talent - multiple direct reports prom\n                      \u2502 roles, Experience with channel/partner sales models, Passion for coaching an\n                      \u2502 high-performing teams, 12+ years of experience, MBA                         \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n experience_alignment \u2502 The candidate has 8.2 years of experience, which is below the required 12+ y\n                      \u2502 executive-level position.                                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_of_concern     \u2502 The candidate lacks the necessary experience in SaaS sales and executive-lev\n                      \u2502 which are critical for this role.                                           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n areas_to_explore     \u2502 Discuss the candidate's leadership experience and ability to develop teams, \n                      \u2502 understanding of enterprise sales strategies.                               \n", "s_a809a9f552": "    1    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you describe your experience in leading and developing sales teams? \n         \u2502                \u2502 you implemented to ensure their success?                                \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's leadership experience and ability to develop h\n         \u2502                \u2502 which is crucial for the role.                                          \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    2    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What approaches have you used to engage C-suite executives in your previ\n         \u2502                \u2502 provide an example of a successful engagement?                          \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To evaluate the candidate's executive presence and ability to build rela\n         \u2502                \u2502 high-level stakeholders, which is essential for the position.           \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    3    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Given your background in retail sales, how do you plan to transition you\n         \u2502                \u2502 SaaS solutions to enterprise clients?                                   \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To explore the candidate's understanding of SaaS sales and their ability\n         \u2502                \u2502 to meet the requirements of the role.                                   \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    4    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 Can you discuss a time when you had to analyze sales data to make strate\n         \u2502                \u2502 tools did you use, and what was the outcome?                            \n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To assess the candidate's analytical skills and familiarity with sales a\n         \u2502                \u2502 are important for driving operational rigor.                            \n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n    5    \u2502  Attribute     \u2503 Value                                                                   \n         \u2502 \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2547\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n         \u2502  question_text \u2502 What is your philosophy on coaching and developing talent within a sales\n         \u2502                \u2502 specific instance where you successfully promoted someone to a leadershi\n         \u2502 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n         \u2502  purpose       \u2502 To investigate the candidate's passion for talent development and their \n         \u2502                \u2502 leadership within their teams.                                          \n"}</script>
+<script type="application/json" id="pipelex-stuff-data-html">{"s_35a3b4b37e": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr><tr><th>questions</th><td><table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table></td></tr></table>", "s_7f2e386dfb": "<a href=\"data/CVx5/CV-01.pdf\" class=\"msg-pdf\">data/CVx5/CV-01.pdf</a>", "s_85346f6ca9": "<a href=\"https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf\" class=\"msg-pdf\">https://pipelex-web.s3.amazonaws.com/demo/Job-Offer.pdf</a>", "s_d282fc7b51": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># JOHN DOE\n\n\n## Full Address . City, State, ZIP . Phone Number . E-mail\n\nOBJECTIVE: Design apparel print for an innovative retail company\n\nEDUCATION:\n\nUNIVERSITY OF MINNESOTA\nCollege of Design\n&quot; Bachelor of Science in Graphic Design\n\n&quot; Cumulative GPA 3.93, Dean&#x27;s List\n\n&quot; Twin cities Iron Range Scholarship\n\nCity, State\nMay 2011\n\nWORK EXPERIENCE:\n\nAMERICAN EAGLE\nSales Associate\n\nCity, State\nJuly 2009 - present\n\n\u00b7 Collaborated with the store merchandiser creating displays to attract clientele\n\n&quot; Use my trend awareness to assist customers in their shopping experience\n\n&quot; Thoroughly scan every piece of merchandise for inventory control\n\n&quot; Process shipment to increase my product knowledge\n\nPLANET BEACH\nSpa Consultant\nCity, State\nAug. 2008 - present\n\n&quot; Sell retail and memberships to meet company sales goals\n\n&quot; Build organizational skills by single handedly running all operating procedures\n\n&quot; Communicate with clients to fulfill their wants and needs\n\n&quot; Attend promotional events to market our services\n\n&quot; Handle cash and deposits during opening and closing\n\n&quot; Received employee of the month award twice\n\nHEARTBREAKER\nSales Associate\nCity, State\nMay 2008 - Aug. 2008\n\n\u00b7 Stocked sales floor with fast fashion inventory\n\n\u00b7 Marked down items allowing me to see unsuccessful merchandise in a retail market\n\n&quot; Offered advice and assistance to each guest\n\nVICTORIA&#x27;S SECRET\nFashion Representative\nCity, State\nJan. 2006 - Feb. 2009\n\n&quot; Applied my leadership skills by assisting in the training of coworkers\n\n&quot; Set up mannequins and displays in order to entice future customers\n\n\u00b7 Provided superior customer service by helping with consumer decisions\n\n&quot; Took seasonal inventory\n\nVOLUNTEER EXPERIENCE:\n\nTARGET CORPORATION\nBrand Ambassador\n\nCity, State\nAugust 2009\n\n&quot; Represented Periscope Marketing and Target Inc. at a college event\n\n&quot; Engaged University of Minnesota freshman in the Target brand experience\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_09958cc830": "<table ><thead><tr><th>text_and_images</th><th>page_view</th></tr></thead><tbody><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td># Vice President, Enterprise Sales\n\nACME \u00b7 San Francisco, CA (Hybrid)\nFull-time . Executive Level\n\n\n## About ACME\n\nACME is the global leader in CRM, empowering companies to connect with their customers in entirely new ways.\nBuilt on our core values of Trust, Customer Success, Innovation, and Equality, we&#x27;re transforming how businesses\nengage with their customers across sales, service, marketing, and more.\n\n\n## The Opportunity\n\nWe&#x27;re seeking an exceptional Vice President of Enterprise Sales to lead our North American Enterprise\nsegment and drive the next phase of our growth. This is a high-impact role where you&#x27;ll build and scale a world-\nclass sales organization, own significant revenue accountability, and work directly with C-suite executives at\nFortune 500 companies.\n\nAs VP of Enterprise Sales, you&#x27;ll lead 60+ enterprise account executives, own $180M+ in ARR quota, and play a\ncritical role in shaping our go-to-market strategy. This is an opportunity to make your mark at one of the world&#x27;s\nmost innovative technology companies.\n\n\n## What You&#x27;ll Do\n\n\u00b7 Lead &amp; Scale: Build and develop a high-performing team of 60+ enterprise sales professionals across multiple\nregions\n\n\u00b7 Drive Revenue: Own and deliver $180M+ ARR with full P&amp;L accountability and strategic planning\nresponsibility\n\n\u00b7 Strategic Execution: Develop and implement sales strategies that accelerate pipeline growth and increase\nwin rates\n\n\u00b7 Customer Relationships: Build and maintain executive relationships with C-level stakeholders at our largest\naccounts\n\n\u00b7 Sales Excellence: Drive operational rigor through accurate forecasting, process optimization, and data-driven\ndecision making\n\n\u00b7 Talent Development: Coach, mentor, and develop the next generation of sales leaders\n\n\u00b7 Cross-functional Leadership: Partner with Product, Marketing, Customer Success, and Channel teams to\ndeliver integrated solutions\n\n\u00b7 Innovation: Champion new sales methodologies, tools, and approaches that improve team productivity\n\n\n## What You Bring\n\n\n### Required Qualifications\n\n\u00b7 12+ years of progressive B2B sales experience with at least 5 years in VP-level or equivalent leadership roles\n\n\u00b7 Proven track record of building and scaling enterprise sales teams of 50+ people\n\n\u00b7 Demonstrated success managing $100M+ ARR quotas and consistently exceeding targets\n\n\u00b7 Deep expertise in complex, consultative sales with 6-12 month sales cycles\n\n&lt;!-- PageBreak --&gt;\n\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr><tr><td><table ><tr><th>text</th><td><table ><tr><th>text</th><td>\u00b7 Experience selling SaaS solutions to Fortune 500 enterprises\n\n\u00b7 Strong executive presence with ability to engage C-suite buyers\n\n\u00b7 Bachelor&#x27;s degree required; MBA preferred\n\n\n### What Sets You Apart\n\n\u00b7 Experience in CRM, cloud infrastructure, or enterprise software markets\n\n\u00b7 Track record of building sales teams from early stage through scale\n\n\u00b7 Expertise in account-based selling and strategic account management\n\n\u00b7 Strong analytical skills with proficiency in ACME, sales analytics tools\n\n\u00b7 History of developing talent - multiple direct reports promoted to leadership roles\n\n\u00b7 Experience with channel/partner sales models\n\n\u00b7 Passion for coaching and developing high-performing teams\n\n\n### Leadership Competencies\n\n\u00b7 Strategic thinking and business acumen\n\n\u00b7 Exceptional communication and executive presence\n\n\u00b7 Data-driven decision making\n\n\u00b7 Change management and organizational development\n\n\u00b7 Cross-functional collaboration\n\n\u00b7 Diversity, equity, and inclusion advocacy\n\n\n### Compensation &amp; Benefits\n\n\n#### Total Target Compensation: $975,000\n\n\u00b7 Base Salary: $325,000\n\n\u00b7 Variable Compensation: $650,000 (at 100% quota attainment)\n\n\u00b7 Equity: RSU grant valued at $500,000 (4-year vesting)\n\n\u00b7 Sign-on Bonus: $100,000\n\n\n#### Comprehensive Benefits Package\n\n\n&lt;table&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Premium medical, dental, and vision coverage&lt;/td&gt;\n&lt;td&gt;\u00b7 401(k) with 6% company match&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Flexible PTO policy&lt;/td&gt;\n&lt;td&gt;\u00b7 $5,000 annual professional development budget&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Executive coaching program&lt;/td&gt;\n&lt;td&gt;\u00b7 Wellness reimbursement ($1,200/year)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 8 paid volunteer days (VTO)&lt;/td&gt;\n&lt;td&gt;\u00b7 Paid parental leave (26 weeks primary caregiver)&lt;/td&gt;\n&lt;/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u00b7 Employee stock purchase plan (15% discount)&lt;/td&gt;\n&lt;td&gt;\u00b7 Relocation assistance available&lt;/td&gt;\n&lt;/tr&gt;\n&lt;/table&gt;\n</td></tr></table></td></tr><tr><th>images</th><td></td></tr></table></td><td>None</td></tr></tbody></table>", "s_5f1107a2c5": "<table ><tr><th>skills</th><td>Graphic Design, Trend Awareness, Customer Service, Organizational Skills, Leadership, Sales, Inventory Control</td></tr><tr><th>years_of_experience</th><td>8.2</td></tr><tr><th>education</th><td>Bachelor of Science in Graphic Design, University of Minnesota, College of Design</td></tr><tr><th>previous_roles</th><td>Sales Associate at American Eagle, Spa Consultant at Planet Beach, Sales Associate at Heartbreaker, Fashion Representative at Victoria&#x27;s Secret, Brand Ambassador at Target Corporation</td></tr><tr><th>key_achievements</th><td>Received employee of the month award twice at Planet Beach</td></tr></table>", "s_7d1841499d": "<table ><tr><th>required_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers</td></tr><tr><th>preferred_skills</th><td>Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams</td></tr><tr><th>responsibilities</th><td>Lead and develop a high-performing team of 60+ enterprise sales professionals, Own and deliver $180M+ ARR with full P&amp;L accountability, Develop and implement sales strategies that accelerate pipeline growth, Build and maintain executive relationships with C-level stakeholders, Drive operational rigor through accurate forecasting and process optimization, Coach, mentor, and develop the next generation of sales leaders, Partner with cross-functional teams to deliver integrated solutions, Champion new sales methodologies and tools</td></tr><tr><th>qualifications</th><td>12+ years of experience, Bachelor&#x27;s degree required; MBA preferred</td></tr><tr><th>experience_level</th><td>Executive Level</td></tr></table>", "s_bdd2d8f94a": "<table ><tr><th>overall_match_score</th><td>10.0</td></tr><tr><th>matching_skills</th><td>Customer Service, Organizational Skills, Leadership, Sales</td></tr><tr><th>missing_skills</th><td>Experience selling SaaS solutions to Fortune 500 enterprises, Strong executive presence with ability to engage C-suite buyers, Experience in CRM, cloud infrastructure, or enterprise software markets, Track record of building sales teams from early stage through scale, Expertise in account-based selling and strategic account management, Strong analytical skills with proficiency in ACME, sales analytics tools, History of developing talent - multiple direct reports promoted to leadership roles, Experience with channel/partner sales models, Passion for coaching and developing high-performing teams, 12+ years of experience, MBA</td></tr><tr><th>experience_alignment</th><td>The candidate has 8.2 years of experience, which is below the required 12+ years for this executive-level position.</td></tr><tr><th>areas_of_concern</th><td>The candidate lacks the necessary experience in SaaS sales and executive-level responsibilities, which are critical for this role.</td></tr><tr><th>areas_to_explore</th><td>Discuss the candidate&#x27;s leadership experience and ability to develop teams, as well as their understanding of enterprise sales strategies.</td></tr></table>", "s_a809a9f552": "<table ><thead><tr><th>question_text</th><th>purpose</th></tr></thead><tbody><tr><td>Can you describe your experience in leading and developing sales teams? What strategies have you implemented to ensure their success?</td><td>To assess the candidate&#x27;s leadership experience and ability to develop high-performing teams, which is crucial for the role.</td></tr><tr><td>What approaches have you used to engage C-suite executives in your previous roles? Can you provide an example of a successful engagement?</td><td>To evaluate the candidate&#x27;s executive presence and ability to build relationships with high-level stakeholders, which is essential for the position.</td></tr><tr><td>Given your background in retail sales, how do you plan to transition your skills to selling SaaS solutions to enterprise clients?</td><td>To explore the candidate&#x27;s understanding of SaaS sales and their ability to adapt their skills to meet the requirements of the role.</td></tr><tr><td>Can you discuss a time when you had to analyze sales data to make strategic decisions? What tools did you use, and what was the outcome?</td><td>To assess the candidate&#x27;s analytical skills and familiarity with sales analytics tools, which are important for driving operational rigor.</td></tr><tr><td>What is your philosophy on coaching and developing talent within a sales team? Can you share a specific instance where you successfully promoted someone to a leadership role?</td><td>To investigate the candidate&#x27;s passion for talent development and their history of fostering leadership within their teams.</td></tr></tbody></table>"}</script>
+
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+const initialTheme = "dark";
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+function applyTheme(theme) {
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+    localStorage.setItem('pipelex-theme', theme);
+    // Update button icons
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+// This mirrors the Python GraphAnalysis logic
+// ====================================================================
+function buildDataflowAnalysis(graphspec) {
+    if (!graphspec) return null;
+
+    const stuffRegistry = {};      // digest -> { name, concept, data, dataText, dataHtml }
+    const stuffProducers = {};     // digest -> producer_node_id
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+}
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+const hasDataflow = dataflowAnalysis && Object.keys(dataflowAnalysis.stuffRegistry).length > 0;
+
+// Update footer stats
+const statsEl = document.getElementById('footer-stats');
+const pipeCount = hasDataflow
+    ? graphspec.nodes.filter(n => !dataflowAnalysis.controllerNodeIds.has(n.node_id)).length
+    : viewspec.nodes.length;
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+        <span class="stat-value">${pipeCount}</span> pipes
+    </div>
+    ${stuffCount > 0 ? `<div class="stat-item" style="color: var(--color-stuff)">
+        <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+            <ellipse cx="12" cy="12" rx="10" ry="6"/>
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+        <span class="stat-value">${stuffCount}</span> data
+    </div>` : ''}
+    ${succeededCount > 0 ? `<div class="stat-item" style="color: var(--color-success)">
+        <svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+            <polyline points="20 6 9 17 4 12"/>
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+        <span class="stat-value">${succeededCount}</span>
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+    ${failedCount > 0 ? `<div class="stat-item" style="color: var(--color-error)">
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+        </svg>
+        <span class="stat-value">${failedCount}</span>
+    </div>` : ''}
+`;
+
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+
+// Dagre layout function
+function getLayoutedElements(nodes, edges, direction = 'TB') {
+    const g = new dagre.graphlib.Graph();
+    g.setDefaultEdgeLabel(() => ({}));
+    g.setGraph({
+        rankdir: direction,
+        nodesep: 50,
+        ranksep: 80,
+        edgesep: 20,
+        marginx: 40,
+        marginy: 40,
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+        // Estimate width based on label length (rough: 8px per character + padding)
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+        const estimatedWidth = Math.max(180, Math.min(400, labelText.length * 8 + 60));
+        const width = isStuff ? Math.max(180, estimatedWidth) : Math.max(200, estimatedWidth);
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+    edges.forEach((edge) => {
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+
+    dagre.layout(g);
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+    const layoutedNodes = nodes.map((node) => {
+        const nodeWithPosition = g.node(node.id);
+        const nodeData = node.data || {};
+        const isStuff = nodeData.isStuff;
+        const width = isStuff ? 180 : 200;
+        return {
+            ...node,
+            position: {
+                x: nodeWithPosition.x - width / 2,
+                y: nodeWithPosition.y - 30,
+            },
+        };
+    });
+
+    return { nodes: layoutedNodes, edges };
+}
+
+// ====================================================================
+// BUILD DATAFLOW NODES AND EDGES
+// ====================================================================
+function buildDataflowGraph(graphspec, analysis) {
+    const nodes = [];
+    const edges = [];
+    const nodeIdMap = {};  // original node_id -> graphspec node
+
+    // Map node IDs to nodes
+    for (const node of graphspec.nodes) {
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+
+    // Create pipe nodes (only those that participate in data flow)
+    for (const node of graphspec.nodes) {
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+
+        const isFailed = node.status === 'failed';
+        const label = node.pipe_code || node.node_id.split(':').pop();
+        // Calculate width: ~8px per char (monospace 13px) + padding (28px)
+        const nodeWidth = Math.max(160, label.length * 8 + 28);
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+        nodes.push({
+            id: node.node_id,
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+                        flexDirection: 'column',
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+                            fontSize: '13px',
+                            fontWeight: 600,
+                            color: 'var(--color-pipe-text)',
+                        }
+                    }, label)
+                ),
+                nodeData: node,
+                isPipe: true,
+                isStuff: false,
+            },
+            position: { x: 0, y: 0 },
+            style: {
+                background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
+                border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
+                borderRadius: '8px',
+                padding: '0',
+                width: nodeWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+            },
+        });
+    }
+
+    // Create stuff nodes
+    for (const [digest, stuffInfo] of Object.entries(analysis.stuffRegistry)) {
+        const stuffId = `stuff_${digest}`;
+        const label = stuffInfo.name;
+        const concept = stuffInfo.concept || '';
+        // For pill shape, need extra padding. ~7px per char (12px font) + side padding (48px)
+        const textWidth = Math.max(label.length, concept.length) * 7 + 48;
+        const stuffWidth = Math.max(140, textWidth);
+
+        nodes.push({
+            id: stuffId,
+            type: 'default',
+            data: {
+                label: React.createElement('div', {
+                    style: {
+                        padding: '8px 24px',
+                        display: 'flex',
+                        flexDirection: 'column',
+                        alignItems: 'center',
+                        gap: '2px',
+                        textAlign: 'center',
+                    }
+                },
+                    React.createElement('span', {
+                        style: {
+                            fontFamily: "'JetBrains Mono', monospace",
+                            fontSize: '12px',
+                            fontWeight: 600,
+                            color: 'var(--color-stuff-text)',
+                        }
+                    }, label),
+                    concept && React.createElement('span', {
+                        style: {
+                            fontSize: '10px',
+                            color: 'var(--color-stuff-text-dim)',
+                        }
+                    }, concept)
+                ),
+                stuffData: stuffInfo,
+                stuffDigest: digest,
+                isStuff: true,
+                isPipe: false,
+            },
+            position: { x: 0, y: 0 },
+            style: {
+                background: 'var(--color-stuff-bg)',
+                border: '2px solid var(--color-stuff-border)',
+                borderRadius: '999px',  // Pill shape
+                padding: '0',
+                width: stuffWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+                cursor: 'pointer',
+            },
+        });
+    }
+
+    // Create edges: producer -> stuff
+    let edgeId = 0;
+    for (const [digest, producerNodeId] of Object.entries(analysis.stuffProducers)) {
+        const stuffId = `stuff_${digest}`;
+        edges.push({
+            id: `edge_${edgeId++}`,
+            source: producerNodeId,
+            target: stuffId,
+            type: "bezier",
+            animated: false,
+            style: {
+                stroke: 'var(--color-pipe)',
+                strokeWidth: 2,
+            },
+            markerEnd: {
+                type: MarkerType?.ArrowClosed || 'arrowclosed',
+                color: 'var(--color-pipe)',
+            },
+        });
+    }
+
+    // Create edges: stuff -> consumer
+    for (const [digest, consumers] of Object.entries(analysis.stuffConsumers)) {
+        const stuffId = `stuff_${digest}`;
+        for (const consumerNodeId of consumers) {
+            edges.push({
+                id: `edge_${edgeId++}`,
+                source: stuffId,
+                target: consumerNodeId,
+                type: "bezier",
+                animated: false,
+                style: {
+                    stroke: 'var(--color-pipe)',
+                    strokeWidth: 2,
+                },
+                markerEnd: {
+                    type: MarkerType?.ArrowClosed || 'arrowclosed',
+                    color: 'var(--color-pipe)',
+                },
+            });
+        }
+    }
+
+    return { nodes, edges };
+}
+
+// ====================================================================
+// FALLBACK: Build orchestration graph from ViewSpec (no dataflow)
+// ====================================================================
+function buildOrchestrationGraph(viewspec) {
+    const nodes = viewspec.nodes.map(node => {
+        const isController = node.kind === 'controller';
+        const isFailed = node.ui?.classes?.includes('failed');
+        const isSucceeded = node.ui?.classes?.includes('succeeded');
+        const badge = node.ui?.badges?.[0] || '';
+        // Calculate width: ~8px per char (monospace 13px) + padding + status dot
+        const nodeWidth = Math.max(160, (node.label?.length || 10) * 8 + 50);
+
+        return {
+            id: node.id,
+            type: 'default',
+            data: {
+                label: React.createElement('div', {
+                    style: {
+                        padding: '10px 14px',
+                        display: 'flex',
+                        flexDirection: 'column',
+                        gap: '4px',
+                    }
+                },
+                    React.createElement('div', {
+                        style: {
+                            display: 'flex',
+                            alignItems: 'center',
+                            justifyContent: 'space-between',
+                            gap: '8px',
+                        }
+                    },
+                        React.createElement('span', {
+                            style: {
+                                fontFamily: "'JetBrains Mono', monospace",
+                                fontSize: '13px',
+                                fontWeight: 600,
+                                color: 'var(--color-pipe-text)',
+                            }
+                        }, node.label),
+                        isSucceeded && React.createElement('span', {
+                            style: {
+                                width: '8px',
+                                height: '8px',
+                                borderRadius: '50%',
+                                background: 'var(--color-success)',
+                                flexShrink: 0,
+                            }
+                        }),
+                        isFailed && React.createElement('span', {
+                            style: {
+                                width: '8px',
+                                height: '8px',
+                                borderRadius: '50%',
+                                background: 'var(--color-error)',
+                                flexShrink: 0,
+                            }
+                        })
+                    ),
+                    React.createElement('div', {
+                        style: {
+                            display: 'flex',
+                            alignItems: 'center',
+                            justifyContent: 'space-between',
+                            gap: '8px',
+                        }
+                    },
+                        React.createElement('span', {
+                            style: {
+                                fontSize: '11px',
+                                color: 'var(--color-text-dim)',
+                            }
+                        }, isController ? 'Controller' : node.inspector?.pipe_type || 'Operator'),
+                        badge && React.createElement('span', {
+                            style: {
+                                fontSize: '10px',
+                                color: 'var(--color-text-muted)',
+                                background: 'var(--color-surface-hover)',
+                                padding: '2px 6px',
+                                borderRadius: '4px',
+                                fontFamily: "'JetBrains Mono', monospace",
+                            }
+                        }, badge)
+                    )
+                ),
+                nodeData: node,
+                isPipe: true,
+                isStuff: false,
+            },
+            position: node.position || { x: 0, y: 0 },
+            style: {
+                background: isFailed ? 'var(--color-pipe-failed-bg)' : 'var(--color-pipe-bg)',
+                border: isFailed ? '2px solid var(--color-pipe-failed)' : '2px solid var(--color-pipe)',
+                borderRadius: '8px',
+                padding: '0',
+                width: nodeWidth + 'px',
+                boxShadow: 'var(--shadow-md)',
+            },
+        };
+    });
+
+    const edges = viewspec.edges.map(edge => ({
+        id: edge.id,
+        source: edge.source,
+        target: edge.target,
+        type: "bezier",
+        animated: edge.animated || false,
+        label: edge.label,
+        labelStyle: {
+            fontSize: 11,
+            fontWeight: 500,
+            fill: 'var(--color-text-muted)',
+            fontFamily: "'JetBrains Mono', monospace",
+        },
+        labelBgStyle: {
+            fill: '#0f172a',
+            fillOpacity: 0.9,
+        },
+        labelBgPadding: [6, 4],
+        labelBgBorderRadius: 4,
+        style: {
+            stroke: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
+            strokeWidth: edge.kind === 'data' ? 2 : 1,
+        },
+        markerEnd: {
+            type: MarkerType?.ArrowClosed || 'arrowclosed',
+            color: edge.kind === 'data' ? 'var(--color-pipe)' : 'var(--color-text-dim)',
+        },
+    }));
+
+    return { nodes, edges };
+}
+
+// ====================================================================
+// MAIN REACT COMPONENT
+// ====================================================================
+function GraphViewer() {
+    // Build graph based on available data
+    let initialData;
+    if (hasDataflow) {
+        initialData = buildDataflowGraph(graphspec, dataflowAnalysis);
+    } else {
+        initialData = buildOrchestrationGraph(viewspec);
+    }
+
+    // Apply layout
+    const needsLayout = initialData.nodes.some(n => !n.position || (n.position.x === 0 && n.position.y === 0));
+    const layouted = needsLayout
+        ? getLayoutedElements(initialData.nodes, initialData.edges, viewspec.layout?.direction || 'TB')
+        : initialData;
+
+    const [nodes, setNodes, onNodesChange] = useNodesState(layouted.nodes);
+    const [edges, setEdges, onEdgesChange] = useEdgesState(layouted.edges);
+    const [selectedNodeId, setSelectedNodeId] = React.useState(null);
+
+    // Expose function to clear node selection globally
+    React.useEffect(() => {
+        window.clearNodeSelection = () => {
+            setSelectedNodeId(null);
+            setNodes((nds) =>
+                nds.map((n) => ({
+                    ...n,
+                    selected: false,
+                }))
+            );
+        };
+    }, [setNodes]);
+
+    const onNodeClick = (event, node) => {
+        // Update selected node state and highlight it
+        setSelectedNodeId(node.id);
+        setNodes((nds) =>
+            nds.map((n) => ({
+                ...n,
+                selected: n.id === node.id,
+            }))
+        );
+        const inspector = document.getElementById('inspector');
+        const inspectorContent = document.getElementById('inspector-content');
+        const inspectorTitle = document.getElementById('inspector-title');
+        const inspectorSubtitle = document.getElementById('inspector-subtitle');
+        const inspectorHeader = document.getElementById('inspector-header');
+
+        // Reset scroll to top-left when switching nodes (keep tab selection)
+        inspectorContent.scrollTop = 0;
+        inspectorContent.scrollLeft = 0;
+
+        const nodeData = node.data || {};
+
+        // Handle stuff nodes
+        if (nodeData.isStuff) {
+            const stuffData = nodeData.stuffData || {};
+            const stuffDigest = nodeData.stuffDigest;
+            const stuffMermaidId = stuffDigest ? `s_${stuffDigest.substring(0, 10)}` : null;
+
+            inspectorTitle.textContent = stuffData.name || 'Data';
+            inspectorSubtitle.textContent = stuffData.concept || 'Data Item';
+            inspectorHeader.className = 'inspector-header stuff';
+
+            // Check which formats are available
+            // First check graphspec-extracted data, then fallback to separate dictionaries
+            const hasJson = !!stuffData.data;
+            const hasText = !!stuffData.dataText || (stuffMermaidId && !!stuffDataText[stuffMermaidId]);
+            // For PDF and image content types, HTML tab can render from JSON data via extractUrl()
+            const canRenderFromJson = (stuffData.contentType === 'application/pdf' || stuffData.contentType?.startsWith('image/')) && extractUrl(stuffData.data);
+            const hasHtml = !!stuffData.dataHtml || (stuffMermaidId && !!stuffDataHtml[stuffMermaidId]) || canRenderFromJson;
+            const hasMultipleFormats = [hasJson, hasText, hasHtml].filter(Boolean).length > 1;
+
+            let html = '';
+
+            // Add format tabs if multiple formats available
+            if (hasMultipleFormats) {
+                html += '<div class="inspector-section">';
+                html += '<div class="format-toolbar">';
+                html += '<div class="format-tabs" id="stuff-format-tabs">';
+                const jsonActive = currentStuffFormat === 'json' ? 'active' : '';
+                const textActive = currentStuffFormat === 'text' ? 'active' : '';
+                const htmlActive = currentStuffFormat === 'html' ? 'active' : '';
+                const htmlTabLabel = getHtmlTabLabel(stuffData.contentType);
+                html += `<button class="format-tab ${htmlActive}" data-format="html" `;
+                html += `${!hasHtml ? 'disabled' : ''}>${htmlTabLabel}</button>`;
+                html += `<button class="format-tab ${jsonActive}" data-format="json" `;
+                html += `${!hasJson ? 'disabled' : ''}>JSON</button>`;
+                html += `<button class="format-tab ${textActive}" data-format="text" `;
+                html += `${!hasText ? 'disabled' : ''}>Pretty</button>`;
+                html += '</div>';
+                html += '<div class="format-actions">';
+                html += '<button class="action-btn" id="open-external-btn" ';
+                html += 'onclick="openExternal()" title="Open in new window" style="display: none;">';
+                html += '<svg viewBox="0 0 24 24"><path d="M19 19H5V5h7V3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="fullscreen-open-btn" ';
+                html += 'onclick="openFullscreen()" title="Fullscreen">';
+                html += '<svg viewBox="0 0 24 24"><path d="M7 14H5v5h5v-2H7v-3zm-2-4h2V7h3V5H5v5zm12 7h-3v2h5v-5h-2v3zM14 5v2h3v3h2V5h-5z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="copy-btn" ';
+                html += 'onclick="copyStuffContent()" title="Copy">';
+                html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
+                html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
+                html += 'm0 16H8V7h11v14z"/></svg></button>';
+                html += '<button class="action-btn" id="download-btn" ';
+                html += 'onclick="downloadStuffContent()" title="Download">';
+                html += '<svg viewBox="0 0 24 24">';
+                html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
+                html += '</svg></button>';
+                html += '</div>';
+                html += '</div>';
+                html += '<div id="stuff-data-content"></div>';
+                html += '</div>';
+            } else if (hasJson || hasText || hasHtml) {
+                html += '<div class="inspector-section">';
+                html += '<div class="format-toolbar">';
+                html += '<div class="format-tabs"></div>';
+                html += '<div class="format-actions">';
+                html += '<button class="action-btn" id="open-external-btn" ';
+                html += 'onclick="openExternal()" title="Open in new window" style="display: none;">';
+                html += '<svg viewBox="0 0 24 24"><path d="M19 19H5V5h7V3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="fullscreen-open-btn" ';
+                html += 'onclick="openFullscreen()" title="Fullscreen">';
+                html += '<svg viewBox="0 0 24 24"><path d="M7 14H5v5h5v-2H7v-3zm-2-4h2V7h3V5H5v5zm12 7h-3v2h5v-5h-2v3zM14 5v2h3v3h2V5h-5z"/></svg>';
+                html += '</button>';
+                html += '<button class="action-btn" id="copy-btn" ';
+                html += 'onclick="copyStuffContent()" title="Copy">';
+                html += '<svg viewBox="0 0 24 24"><path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z';
+                html += 'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z';
+                html += 'm0 16H8V7h11v14z"/></svg></button>';
+                html += '<button class="action-btn" id="download-btn" ';
+                html += 'onclick="downloadStuffContent()" title="Download">';
+                html += '<svg viewBox="0 0 24 24">';
+                html += '<path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>';
+                html += '</svg></button>';
+                html += '</div>';
+                html += '</div>';
+                html += '<div id="stuff-data-content"></div>';
+                html += '</div>';
+            }
+
+            inspectorContent.innerHTML = html;
+            // Add class to enable flex behavior for stuff inspector
+            inspectorContent.classList.add('stuff-inspector');
+
+            // Store current stuff data for format switching
+            window.currentStuffJsonData = stuffData.data;
+            window.currentStuffMermaidId = stuffMermaidId;
+            window.currentStuffContentType = stuffData.contentType;
+            // Store graphspec-extracted text/html data (preferred over dictionary lookups)
+            window.currentStuffDataText = stuffData.dataText;
+            window.currentStuffDataHtml = stuffData.dataHtml;
+
+            // Attach format tab handlers
+            const formatTabs = document.getElementById('stuff-format-tabs');
+            if (formatTabs) {
+                formatTabs.querySelectorAll('.format-tab').forEach(tab => {
+                    tab.addEventListener('click', () => {
+                        if (tab.disabled) return;
+                        setStuffFormat(tab.dataset.format);
+                    });
+                });
+            }
+
+            // Render initial content
+            if (hasJson || hasText || hasHtml) {
+                // Determine best available format (HTML -> JSON -> Pretty)
+                let bestFormat = currentStuffFormat;
+                if (bestFormat === 'html' && !hasHtml) bestFormat = hasJson ? 'json' : 'text';
+                if (bestFormat === 'json' && !hasJson) bestFormat = hasHtml ? 'html' : 'text';
+                if (bestFormat === 'text' && !hasText) bestFormat = hasHtml ? 'html' : 'json';
+
+                renderStuffContent(bestFormat);
+            }
+
+            document.getElementById('top-hint').style.display = 'none';
+            inspector.classList.add('visible');
+            return;
+        }
+
+        // Handle pipe nodes
+        const pipeData = nodeData.nodeData || {};
+        inspectorTitle.textContent = pipeData.pipe_code || pipeData.label || node.id;
+        inspectorSubtitle.textContent = pipeData.pipe_type || nodeData.kind || 'Pipe';
+        inspectorHeader.className = 'inspector-header pipe';
+
+        const timing = pipeData.timing;
+        const nodeIo = pipeData.node_io;
+        const status = pipeData.status;
+
+        let html = '';
+
+        // Status badges
+        html += '<div class="inspector-badges">';
+        if (status === 'succeeded') {
+            html += '<span class="inspector-badge success">✓ Succeeded</span>';
+        } else if (status === 'failed') {
+            html += '<span class="inspector-badge error">✕ Failed</span>';
+        }
+        if (timing?.duration_ms) {
+            html += `<span class="inspector-badge neutral">⏱ ${timing.duration_ms}ms</span>`;
+        }
+        html += '</div>';
+
+        // Pipe info
+        if (pipeData.pipe_code) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Pipe Code</div>
+                <div class="inspector-value pipe-code">${pipeData.pipe_code}</div>
+            </div>`;
+        }
+
+        if (pipeData.pipe_type) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Pipe Type</div>
+                <div class="inspector-value">${pipeData.pipe_type}</div>
+            </div>`;
+        }
+
+        if (timing) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Timing</div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Started</span>
+                    <span class="inspector-row-value">${new Date(timing.started_at).toLocaleTimeString()}</span>
+                </div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Ended</span>
+                    <span class="inspector-row-value">${new Date(timing.ended_at).toLocaleTimeString()}</span>
+                </div>
+                <div class="inspector-row">
+                    <span class="inspector-row-label">Duration</span>
+                    <span class="inspector-row-value">${timing.duration_ms}ms</span>
+                </div>
+            </div>`;
+        }
+
+        if (nodeIo?.inputs?.length > 0) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Inputs (${nodeIo.inputs.length})</div>
+                <div class="inspector-pre">${nodeIo.inputs.map(i => `${i.name}: ${i.concept || 'unknown'}`).join('\\n')}</div>
+            </div>`;
+        }
+
+        if (nodeIo?.outputs?.length > 0) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Outputs (${nodeIo.outputs.length})</div>
+                <div class="inspector-pre">${nodeIo.outputs.map(o => `${o.name}: ${o.concept || 'unknown'}`).join('\\n')}</div>
+            </div>`;
+        }
+
+        if (pipeData.error) {
+            html += `<div class="inspector-section">
+                <div class="inspector-section-title">Error</div>
+                <pre class="inspector-pre" style="color: var(--color-error);">${JSON.stringify(pipeData.error, null, 2)}</pre>
+            </div>`;
+        }
+
+        inspectorContent.innerHTML = html || '<div style="color: var(--color-text-dim)">No additional information</div>';
+        // Remove stuff-specific flex behavior for pipe inspector
+        inspectorContent.classList.remove('stuff-inspector');
+        document.getElementById('top-hint').style.display = 'none';
+        inspector.classList.add('visible');
+    };
+
+    if (!ReactFlow) {
+        return React.createElement('div', { style: { padding: '20px', color: 'var(--color-text)' } },
+            React.createElement('p', null, 'Loading ReactFlow...')
+        );
+    }
+
+    // Pan to show the top of the graph after initial fit
+    const onInit = (reactFlowInstance) => {
+        setTimeout(() => {
+            // Find the topmost node position
+            const currentNodes = reactFlowInstance.getNodes();
+            if (currentNodes.length === 0) return;
+            const minY = Math.min(...currentNodes.map(n => n.position.y));
+            const viewport = reactFlowInstance.getViewport();
+            // Adjust viewport to show the top with some padding
+            reactFlowInstance.setViewport({
+                x: viewport.x,
+                y: -minY * viewport.zoom + 80,
+                zoom: viewport.zoom
+            });
+        }, 100);
+    };
+
+    return React.createElement('div', { className: 'react-flow-container' },
+        React.createElement(ReactFlow, {
+            nodes: nodes,
+            edges: edges,
+            onNodesChange: onNodesChange,
+            onEdgesChange: onEdgesChange,
+            onNodeClick: onNodeClick,
+onInit: onInit,            fitView: true,
+            fitViewOptions: { padding: 0.1, minZoom: 1.0 },
+            defaultEdgeOptions: { type: "bezier" },
+            proOptions: { hideAttribution: true },
+        },
+            Background ? React.createElement(Background, {
+                variant: 'dots',
+                gap: 20,
+                size: 1,
+                color: '#334155',
+            }) : null,
+            Controls ? React.createElement(Controls, { showInteractive: false }) : null
+        )
+    );
+}
+
+// Render the app
+const root = ReactDOM.createRoot(document.getElementById('root'));
+const graphViewerRef = { current: null };
+root.render(React.createElement(GraphViewer));
+
+// Close inspector function
+function closeInspector() {
+    document.getElementById('inspector').classList.remove('visible');
+    document.getElementById('top-hint').style.display = '';
+    // Clear node selection/highlighting when closing inspector
+    if (window.clearNodeSelection) {
+        window.clearNodeSelection();
+    }
+}
+
+// Close inspector on Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') {
+        closeInspector();
+    }
+});
+
+// Inspector resize functionality
+(function() {
+    const inspector = document.getElementById('inspector');
+    const resizeHandle = document.getElementById('inspector-resize-handle');
+    let isResizing = false;
+    let startX = 0;
+    let startWidth = 0;
+
+    resizeHandle.addEventListener('mousedown', (e) => {
+        isResizing = true;
+        startX = e.clientX;
+        startWidth = inspector.offsetWidth;
+        resizeHandle.classList.add('dragging');
+        document.body.style.cursor = 'ew-resize';
+        document.body.style.userSelect = 'none';
+        e.preventDefault();
+    });
+
+    document.addEventListener('mousemove', (e) => {
+        if (!isResizing) return;
+        const deltaX = startX - e.clientX;
+        const newWidth = Math.max(300, Math.min(startWidth + deltaX, window.innerWidth * 0.8));
+        inspector.style.width = newWidth + 'px';
+    });
+
+    document.addEventListener('mouseup', () => {
+        if (isResizing) {
+            isResizing = false;
+            resizeHandle.classList.remove('dragging');
+            document.body.style.cursor = '';
+            document.body.style.userSelect = '';
+        }
+    });
+})();
+
+// Set stuff display format and re-render
+function setStuffFormat(format) {
+    currentStuffFormat = format;
+    // Update tab styling
+    document.querySelectorAll('.format-tab').forEach(tab => {
+        tab.classList.toggle('active', tab.dataset.format === format);
+    });
+    renderStuffContent(format);
+}
+
+// Render stuff content in the specified format
+function renderStuffContent(format) {
+    const container = document.getElementById('stuff-data-content');
+    if (!container) return;
+
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const contentType = window.currentStuffContentType;
+    // Prefer graphspec-extracted data, fallback to dictionary lookups
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    // Handle PDF content type with iframe viewer
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            container.className = 'inspector-pdf-content';
+            container.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none;';
+            container.appendChild(iframe);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            container.className = 'inspector-image-content';
+            container.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            container.appendChild(img);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        container.className = '';
+        const jsonStr = JSON.stringify(jsonData, null, 2);
+        container.innerHTML = `<pre class="inspector-pre">${escapeHtml(jsonStr)}</pre>`;
+    } else if (format === 'text') {
+        // Use nowrap class for Rich-formatted ASCII tables
+        const textContent = textData || 'No text data available';
+        container.className = '';
+        container.innerHTML = `<pre class="inspector-pre nowrap">${escapeHtml(textContent)}</pre>`;
+    } else if (format === 'html') {
+        const htmlContent = htmlData || 'No HTML data available';
+        container.className = 'inspector-html-content';
+        container.innerHTML = DOMPurify.sanitize(htmlContent);
+        makeLinksOpenInNewWindow(container);
+    }
+
+    updateOpenExternalButton();
+}
+
+// Get current stuff content based on active format
+function getCurrentStuffContent() {
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    if (currentStuffFormat === 'json' && jsonData) {
+        return { content: JSON.stringify(jsonData, null, 2), ext: 'json', mime: 'application/json' };
+    } else if (currentStuffFormat === 'text' && textData) {
+        return { content: textData, ext: 'txt', mime: 'text/plain' };
+    } else if (currentStuffFormat === 'html' && htmlData) {
+        return { content: htmlData, ext: 'html', mime: 'text/html' };
+    }
+    return null;
+}
+
+// Copy stuff content to clipboard
+function copyStuffContent() {
+    const data = getCurrentStuffContent();
+    if (!data) return;
+
+    navigator.clipboard.writeText(data.content).then(() => {
+        // Update both inspector and fullscreen buttons if they exist
+        const btn = document.getElementById('copy-btn');
+        const fullscreenBtn = document.getElementById('fullscreen-copy-btn');
+        const checkIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/></svg>';
+        const copyIcon = '<svg viewBox="0 0 24 24">' +
+            '<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1z' +
+            'm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2z' +
+            'm0 16H8V7h11v14z"/></svg>';
+        
+        if (btn) {
+            btn.innerHTML = checkIcon;
+            btn.classList.add('copied');
+            setTimeout(() => {
+                btn.innerHTML = copyIcon;
+                btn.classList.remove('copied');
+            }, 1500);
+        }
+        
+        if (fullscreenBtn) {
+            fullscreenBtn.innerHTML = checkIcon;
+            fullscreenBtn.classList.add('copied');
+            setTimeout(() => {
+                fullscreenBtn.innerHTML = copyIcon;
+                fullscreenBtn.classList.remove('copied');
+            }, 1500);
+        }
+    });
+}
+
+// Download stuff content as file
+function downloadStuffContent() {
+    const stuffName = document.getElementById('inspector-title')?.textContent || 'data';
+    const baseName = stuffName.replace(/[^a-zA-Z0-9_-]/g, '_');
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+
+    // For images, download the actual image file directly
+    if (contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            const ext = contentType.split('/')[1] || 'png';
+            const filename = `${baseName}.${ext}`;
+            const link = document.createElement('a');
+            link.href = imageUrl;
+            link.download = filename;
+            document.body.appendChild(link);
+            link.click();
+            document.body.removeChild(link);
+            return;
+        }
+    }
+
+    // For PDFs, download the actual PDF file directly
+    // Must fetch and create blob to work around cross-origin download restrictions
+    if (contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            const filename = `${baseName}.pdf`;
+            fetch(pdfUrl)
+                .then(response => response.blob())
+                .then(blob => {
+                    const url = URL.createObjectURL(blob);
+                    const link = document.createElement('a');
+                    link.href = url;
+                    link.download = filename;
+                    document.body.appendChild(link);
+                    link.click();
+                    document.body.removeChild(link);
+                    URL.revokeObjectURL(url);
+                })
+                .catch(err => {
+                    console.error('Failed to download PDF:', err);
+                    window.open(pdfUrl, '_blank');
+                });
+            return;
+        }
+    }
+
+    const data = getCurrentStuffContent();
+    if (!data) return;
+
+    const filename = `${baseName}.${data.ext}`;
+    const blob = new Blob([data.content], { type: data.mime });
+    const url = URL.createObjectURL(blob);
+    const link = document.createElement('a');
+    link.href = url;
+    link.download = filename;
+    document.body.appendChild(link);
+    link.click();
+    document.body.removeChild(link);
+    URL.revokeObjectURL(url);
+}
+
+// Escape HTML to prevent XSS when displaying JSON/text content
+function escapeHtml(text) {
+    const div = document.createElement('div');
+    div.textContent = text;
+    return div.innerHTML;
+}
+
+// Make all links in a container open in new windows
+function makeLinksOpenInNewWindow(container) {
+    if (!container) return;
+    const links = container.querySelectorAll('a');
+    links.forEach(link => {
+        link.setAttribute('target', '_blank');
+        link.setAttribute('rel', 'noopener noreferrer');
+    });
+}
+
+// Get appropriate tab label based on content type
+function getHtmlTabLabel(contentType) {
+    if (contentType === 'application/pdf') return 'PDF';
+    if (contentType?.startsWith('image/')) return 'Image';
+    return 'HTML';
+}
+
+// Validate that a URL is a safe HTTP/HTTPS URL (prevents javascript: and data: URL injection)
+function isValidHttpUrl(url) {
+    if (!url || typeof url !== 'string') return false;
+    return url.startsWith('https://') || url.startsWith('http://');
+}
+
+// Extract URL from stuff data (handles various data structures)
+// Returns null for invalid/unsafe URLs (javascript:, data:, etc.)
+function extractUrl(jsonData) {
+    if (!jsonData) return null;
+    // Check if data itself is a URL string
+    if (typeof jsonData === 'string') {
+        return isValidHttpUrl(jsonData) ? jsonData : null;
+    }
+    // Prefer display_link (pre-signed S3 URL) over url (internal pipelex-storage:// URL)
+    const candidates = [jsonData.display_link, jsonData.src, jsonData.href, jsonData.uri, jsonData.url];
+    for (const candidate of candidates) {
+        if (isValidHttpUrl(candidate)) return candidate;
+    }
+    return null;
+}
+
+// Open external URL for PDF content
+function openExternal() {
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+
+    if (contentType === 'application/pdf') {
+        const url = extractUrl(jsonData);
+        if (url) {
+            window.open(url, '_blank', 'noopener,noreferrer');
+        }
+    }
+}
+
+// Update visibility of the "open in new window" button (PDF only)
+function updateOpenExternalButton() {
+    const openExternalBtn = document.getElementById('open-external-btn');
+    const fullscreenOpenExternalBtn = document.getElementById('fullscreen-open-external-btn');
+
+    const contentType = window.currentStuffContentType;
+    const jsonData = window.currentStuffJsonData;
+    const url = extractUrl(jsonData);
+    // Only show for PDFs (images are handled by the download button)
+    const shouldShow = contentType === 'application/pdf' && !!url;
+
+    if (openExternalBtn) {
+        openExternalBtn.style.display = shouldShow ? '' : 'none';
+    }
+    if (fullscreenOpenExternalBtn) {
+        fullscreenOpenExternalBtn.style.display = shouldShow ? '' : 'none';
+    }
+}
+
+// Open fullscreen view
+function openFullscreen() {
+    const modal = document.getElementById('fullscreen-modal');
+    const fullscreenTitle = document.getElementById('fullscreen-title');
+    const fullscreenSubtitle = document.getElementById('fullscreen-subtitle');
+    const fullscreenContent = document.getElementById('fullscreen-content');
+    const fullscreenFormatTabs = document.getElementById('fullscreen-format-tabs');
+    
+    // Copy title and subtitle from inspector
+    const inspectorTitle = document.getElementById('inspector-title');
+    const inspectorSubtitle = document.getElementById('inspector-subtitle');
+    fullscreenTitle.textContent = inspectorTitle.textContent;
+    fullscreenSubtitle.textContent = inspectorSubtitle.textContent;
+    
+    // Build format tabs if multiple formats available
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+    const hasJson = !!jsonData;
+    const hasText = !!textData;
+    // For PDF and image content types, HTML tab can render from JSON data via extractUrl()
+    const contentType = window.currentStuffContentType;
+    const canRenderFromJson = (contentType === 'application/pdf' || contentType?.startsWith('image/')) && extractUrl(jsonData);
+    const hasHtml = !!htmlData || canRenderFromJson;
+    const hasMultipleFormats = [hasJson, hasText, hasHtml].filter(Boolean).length > 1;
+    
+    if (hasMultipleFormats) {
+        const jsonActive = currentStuffFormat === 'json' ? 'active' : '';
+        const textActive = currentStuffFormat === 'text' ? 'active' : '';
+        const htmlActive = currentStuffFormat === 'html' ? 'active' : '';
+        const htmlTabLabel = getHtmlTabLabel(window.currentStuffContentType);
+        let tabsHtml = '';
+        tabsHtml += `<button class="format-tab ${htmlActive}" data-format="html" `;
+        tabsHtml += `${!hasHtml ? 'disabled' : ''}>${htmlTabLabel}</button>`;
+        tabsHtml += `<button class="format-tab ${jsonActive}" data-format="json" `;
+        tabsHtml += `${!hasJson ? 'disabled' : ''}>JSON</button>`;
+        tabsHtml += `<button class="format-tab ${textActive}" data-format="text" `;
+        tabsHtml += `${!hasText ? 'disabled' : ''}>Pretty</button>`;
+        fullscreenFormatTabs.innerHTML = tabsHtml;
+        
+        // Attach format tab handlers
+        fullscreenFormatTabs.querySelectorAll('.format-tab').forEach(tab => {
+            tab.addEventListener('click', () => {
+                if (tab.disabled) return;
+                setStuffFormat(tab.dataset.format, true);
+            });
+        });
+    } else {
+        fullscreenFormatTabs.innerHTML = '';
+    }
+    
+    // Render initial content
+    renderStuffContentFullscreen(currentStuffFormat);
+    
+    // Show modal
+    modal.classList.add('visible');
+    
+    // Disable body scroll
+    document.body.style.overflow = 'hidden';
+}
+
+// Close fullscreen view (back to sidebar inspector)
+function closeFullscreen() {
+    const modal = document.getElementById('fullscreen-modal');
+    modal.classList.remove('visible');
+
+    // Re-enable body scroll
+    document.body.style.overflow = '';
+}
+
+// Minimize fullscreen (alias for closeFullscreen - returns to sidebar)
+function minimizeFullscreen() {
+    closeFullscreen();
+}
+
+// Close both fullscreen and inspector panel
+function closeFullscreenAndInspector() {
+    closeFullscreen();
+    closeInspector();
+}
+
+// Close fullscreen on Escape key
+document.addEventListener('keydown', (e) => {
+    if (e.key === 'Escape') {
+        const modal = document.getElementById('fullscreen-modal');
+        if (modal.classList.contains('visible')) {
+            closeFullscreen();
+        }
+    }
+});
+
+// Update setStuffFormat to handle both inspector and fullscreen
+const originalSetStuffFormat = setStuffFormat;
+function setStuffFormat(format, updateFullscreen = false) {
+    currentStuffFormat = format;
+    
+    // Update inspector tabs
+    const inspectorTabs = document.getElementById('stuff-format-tabs');
+    if (inspectorTabs) {
+        inspectorTabs.querySelectorAll('.format-tab').forEach(tab => {
+            tab.classList.toggle('active', tab.dataset.format === format);
+        });
+        renderStuffContent(format);
+    }
+    
+    // Update fullscreen tabs if it's open
+    const modal = document.getElementById('fullscreen-modal');
+    if (modal.classList.contains('visible') || updateFullscreen) {
+        const fullscreenTabs = document.getElementById('fullscreen-format-tabs');
+        if (fullscreenTabs) {
+            fullscreenTabs.querySelectorAll('.format-tab').forEach(tab => {
+                tab.classList.toggle('active', tab.dataset.format === format);
+            });
+        }
+        renderStuffContentFullscreen(format);
+    }
+}
+
+// Render stuff content in fullscreen view
+function renderStuffContentFullscreen(format) {
+    const container = document.getElementById('fullscreen-content');
+    if (!container) return;
+
+    const stuffMermaidId = window.currentStuffMermaidId;
+    const jsonData = window.currentStuffJsonData;
+    const contentType = window.currentStuffContentType;
+    const textData = window.currentStuffDataText || (stuffMermaidId && stuffDataText[stuffMermaidId]);
+    const htmlData = window.currentStuffDataHtml || (stuffMermaidId && stuffDataHtml[stuffMermaidId]);
+
+    // Handle PDF content type with iframe viewer
+    if (format === 'html' && contentType === 'application/pdf') {
+        const pdfUrl = extractUrl(jsonData);
+        if (pdfUrl) {
+            container.className = 'fullscreen-content inspector-pdf-content';
+            container.innerHTML = '';
+            const iframe = document.createElement('iframe');
+            iframe.src = pdfUrl;
+            iframe.style.cssText = 'width:100%; height:100%; border:none;';
+            container.appendChild(iframe);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    // Handle image content type
+    if (format === 'html' && contentType?.startsWith('image/')) {
+        const imageUrl = extractUrl(jsonData);
+        if (imageUrl) {
+            container.className = 'fullscreen-content inspector-image-content';
+            container.innerHTML = '';
+            const img = document.createElement('img');
+            img.src = imageUrl;
+            img.style.cssText = 'max-width:100%; max-height:100%; object-fit:contain;';
+            img.alt = 'Image content';
+            container.appendChild(img);
+            updateOpenExternalButton();
+            return;
+        }
+    }
+
+    if (format === 'json') {
+        container.className = 'fullscreen-content';
+        const jsonStr = JSON.stringify(jsonData, null, 2);
+        container.innerHTML = `<pre class="inspector-pre">${escapeHtml(jsonStr)}</pre>`;
+    } else if (format === 'text') {
+        const textContent = textData || 'No text data available';
+        container.className = 'fullscreen-content';
+        container.innerHTML = `<pre class="inspector-pre nowrap">${escapeHtml(textContent)}</pre>`;
+    } else if (format === 'html') {
+        const htmlContent = htmlData || 'No HTML data available';
+        container.className = 'fullscreen-content inspector-html-content';
+        container.innerHTML = DOMPurify.sanitize(htmlContent);
+        makeLinksOpenInNewWindow(container);
+    }
+
+    updateOpenExternalButton();
+}    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/hidden/refine/refine_doc.plx b/hidden/refine/refine_doc.plx
new file mode 100644
index 0000000..fdfb0cd
--- /dev/null
+++ b/hidden/refine/refine_doc.plx
@@ -0,0 +1,119 @@
+domain = "document_extraction_refinement"
+description = "Extracting document content and refining it based on quality assessment using vision models"
+main_pipe = "process_document"
+
+[concept.ExtractionQuality]
+description = "A structured assessment of how well text was extracted from a document page."
+
+[concept.ExtractionQuality.structure]
+confidence = { type = "integer", description = "Percentage score indicating the quality of the text extraction", required = true }
+
+[concept.RefinedText]
+description = "The final corrected and completed text content extracted from a page."
+refines = "Text"
+
+[pipe.process_document]
+type = "PipeSequence"
+description = """
+Main pipeline entry point that takes a document, extracts its pages, and processes each page for quality assessment and conditional refinement
+"""
+inputs = { document = "Document" }
+output = "RefinedText[]"
+steps = [
+    { pipe = "extract_pages", result = "pages" },
+    { pipe = "process_all_pages", result = "processed_pages" },
+]
+
+[pipe.extract_pages]
+type = "PipeExtract"
+description = "Extract content from the document into individual pages"
+inputs = { document = "Document" }
+output = "Page[]"
+model = "$extract-text-from-pdf"
+
+[pipe.process_all_pages]
+type = "PipeBatch"
+description = "Process each page through quality evaluation and conditional refinement"
+inputs = { pages = "Page[]" }
+output = "RefinedText[]"
+branch_pipe_code = "process_single_page"
+input_list_name = "pages"
+input_item_name = "page"
+
+[pipe.process_single_page]
+type = "PipeSequence"
+description = "Evaluate extraction quality for a single page and refine if needed based on quality threshold"
+inputs = { page = "Page" }
+output = "RefinedText"
+steps = [
+    { pipe = "evaluate_extraction_quality", result = "extraction_quality" },
+    { pipe = "check_quality_threshold", result = "refined_text" },
+]
+
+[pipe.evaluate_extraction_quality]
+type = "PipeLLM"
+description = """
+Analyze the extracted text from a page and determine a confidence percentage (0-100) for extraction quality
+"""
+inputs = { page = "Page" }
+output = "ExtractionQuality"
+model = "$retrieval"
+system_prompt = """
+You are a document quality assessment expert. Your task is to evaluate the quality of text extraction from document pages and provide a structured assessment with a confidence score.
+"""
+prompt = """
+Analyze the following extracted page content and evaluate the quality of the text extraction.
+
+Look for signs of extraction issues such as:
+- Missing or garbled characters
+- Broken words or sentences
+- Formatting artifacts
+- Incomplete text blocks
+- OCR errors
+
+@page
+
+Provide your assessment as a structured response.
+"""
+
+[pipe.check_quality_threshold]
+type = "PipeCondition"
+description = "Route to vision refinement if confidence is below 98, otherwise pass through the text as-is"
+inputs = { page = "Page", extraction_quality = "ExtractionQuality" }
+output = "RefinedText"
+expression_template = "{{ 'low_confidence' if extraction_quality.confidence < 98 else 'high_confidence' }}"
+outcomes = { low_confidence = "refine_with_vision", high_confidence = "passthrough_text" }
+default_outcome = "refine_with_vision"
+
+[pipe.passthrough_text]
+type = "PipeLLM"
+description = "Return the extracted text as-is since quality is sufficient (confidence >= 98)"
+inputs = { page = "Page" }
+output = "RefinedText"
+model = "$retrieval"
+prompt = """
+Return the extracted text from the following page exactly as it is, without any modifications.
+
+@page
+"""
+
+[pipe.refine_with_vision]
+type = "PipeLLM"
+description = """
+Use vision capabilities to analyze the original page image along with the extracted text to complete and perfect it
+"""
+inputs = { page = "Page", extraction_quality = "ExtractionQuality" }
+output = "RefinedText"
+model = "$vision"
+system_prompt = """
+You are a document text refinement specialist with vision capabilities. Your task is to analyze the original page image and compare it with the extracted text to identify and correct any extraction errors, missing content, or formatting issues.
+"""
+prompt = """
+Analyze the page image and refine the extracted text based on the extraction quality assessment.
+
+$page
+
+@extraction_quality
+
+Review the original page image carefully and compare it with the extracted text. Identify any missing text, OCR errors, or formatting issues. Provide the complete, corrected text that accurately represents the content visible in the page image. Be concise and output only the refined text content.
+"""
diff --git a/pipelines/__init__.py b/pipelines/__init__.py
deleted file mode 100644
index 50fe9fa..0000000
--- a/pipelines/__init__.py
+++ /dev/null
@@ -1,2 +0,0 @@
-# Import pipeline modules to register their functions
-from pipelines import pipeline_03  # noqa: F401
diff --git a/pyproject.toml b/pyproject.toml
index ae13a3b..f3da045 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,7 +21,8 @@ dependencies = [
 ]
 
 [tool.uv.sources]
-pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "pre-release/v0.18.0b2" }
+# pipelex = { git = "https://github.com/Pipelex/pipelex.git", branch = "pre-release/v0.18.0b2" }
+pipelex = { path = "../pipelex", editable = true }
 
 [tool.setuptools]
 packages = ["my_project"]
diff --git a/uv.lock b/uv.lock
index d048276..516cf6d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -733,7 +733,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
@@ -2055,7 +2055,7 @@ dev = [
 requires-dist = [
     { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.11.2" },
-    { name = "pipelex", extras = ["anthropic", "bedrock", "docling", "fal", "gcp-storage", "google", "google-genai", "huggingface", "mistralai", "s3"], git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b2" },
+    { name = "pipelex", extras = ["anthropic", "bedrock", "docling", "fal", "gcp-storage", "google", "google-genai", "huggingface", "mistralai", "s3"], editable = "../pipelex" },
     { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.405" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
@@ -2796,7 +2796,7 @@ wheels = [
 [[package]]
 name = "pipelex"
 version = "0.18.0b2"
-source = { git = "https://github.com/Pipelex/pipelex.git?branch=pre-release%2Fv0.18.0b2#6fa0ff5fc1a1ba0f97b1721bd54349fe08c337e8" }
+source = { editable = "../pipelex" }
 dependencies = [
     { name = "aiofiles" },
     { name = "backports-strenum", marker = "python_full_version < '3.11'" },
@@ -2865,6 +2865,75 @@ s3 = [
     { name = "boto3" },
 ]
 
+[package.metadata]
+requires-dist = [
+    { name = "aioboto3", marker = "extra == 'bedrock'", specifier = ">=13.4.0" },
+    { name = "aioboto3", marker = "extra == 's3'", specifier = ">=13.4.0" },
+    { name = "aiofiles", specifier = ">=23.2.1" },
+    { name = "anthropic", marker = "extra == 'anthropic'", specifier = ">=0.60.0" },
+    { name = "backports-strenum", marker = "python_full_version < '3.11'", specifier = ">=1.3.0" },
+    { name = "boto3", marker = "extra == 'bedrock'", specifier = ">=1.34.131" },
+    { name = "boto3", marker = "extra == 's3'", specifier = ">=1.34.131" },
+    { name = "boto3-stubs", marker = "extra == 'dev'", specifier = ">=1.35.24" },
+    { name = "docling", marker = "extra == 'docling'", specifier = ">=2.64.0" },
+    { name = "fal-client", marker = "extra == 'fal'", specifier = ">=0.4.1" },
+    { name = "filetype", specifier = ">=1.2.0" },
+    { name = "google-auth-oauthlib", marker = "extra == 'google'", specifier = ">=1.2.1" },
+    { name = "google-cloud-storage", marker = "extra == 'gcp-storage'", specifier = ">=2.10.0" },
+    { name = "google-genai", marker = "extra == 'google-genai'" },
+    { name = "httpx", specifier = ">=0.23.0,<1.0.0" },
+    { name = "huggingface-hub", marker = "extra == 'huggingface'", specifier = ">=0.23,<1.0.0" },
+    { name = "instructor", specifier = ">=1.8.3,!=1.11.*,!=1.12.*" },
+    { name = "instructor", extras = ["google-genai"], marker = "extra == 'google-genai'" },
+    { name = "jinja2", specifier = ">=3.1.4" },
+    { name = "json2html", specifier = ">=1.3.0" },
+    { name = "kajson", specifier = "==0.3.1" },
+    { name = "markdown", specifier = ">=3.6" },
+    { name = "mike", marker = "extra == 'docs'", specifier = ">=2.1.3" },
+    { name = "mistralai", marker = "extra == 'mistralai'", specifier = "==1.5.2" },
+    { name = "mkdocs", marker = "extra == 'docs'", specifier = ">=1.6.1" },
+    { name = "mkdocs-glightbox", marker = "extra == 'docs'", specifier = ">=0.4.0" },
+    { name = "mkdocs-material", marker = "extra == 'docs'", specifier = ">=9.6.14" },
+    { name = "mkdocs-meta-manager", marker = "extra == 'docs'", specifier = ">=1.1.0" },
+    { name = "moto", extras = ["s3"], marker = "extra == 'dev'", specifier = ">=5.0.0" },
+    { name = "mypy", marker = "extra == 'dev'", specifier = "==1.19.1" },
+    { name = "networkx", specifier = ">=3.4.2" },
+    { name = "openai", specifier = ">=1.108.1" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
+    { name = "opentelemetry-semantic-conventions" },
+    { name = "pillow", specifier = ">=11.2.1" },
+    { name = "polyfactory", specifier = ">=2.21.0" },
+    { name = "portkey-ai", specifier = ">=2.1.0" },
+    { name = "posthog", specifier = ">=6.7.0" },
+    { name = "pydantic", specifier = ">=2.10.6,<3.0.0" },
+    { name = "pylint", marker = "extra == 'dev'", specifier = "==4.0.4" },
+    { name = "pypdfium2", specifier = ">=4.30.0,!=4.30.1" },
+    { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
+    { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.2" },
+    { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
+    { name = "pytest-cov", marker = "extra == 'dev'", specifier = ">=6.1.1" },
+    { name = "pytest-mock", marker = "extra == 'dev'", specifier = ">=3.14.0" },
+    { name = "pytest-sugar", marker = "extra == 'dev'", specifier = ">=1.0.0" },
+    { name = "pytest-xdist", marker = "extra == 'dev'", specifier = ">=3.6.1" },
+    { name = "python-dotenv", specifier = ">=1.0.1" },
+    { name = "pyyaml", specifier = ">=6.0.2" },
+    { name = "rich", specifier = ">=13.8.1" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.14.13" },
+    { name = "shortuuid", specifier = ">=1.0.13" },
+    { name = "tomli", specifier = ">=2.3.0" },
+    { name = "tomlkit", specifier = ">=0.13.2" },
+    { name = "typer", specifier = ">=0.16.0" },
+    { name = "types-aioboto3", extras = ["bedrock", "bedrock-runtime"], marker = "extra == 'dev'", specifier = ">=13.4.0" },
+    { name = "types-aiofiles", marker = "extra == 'dev'", specifier = ">=24.1.0.20240626" },
+    { name = "types-markdown", marker = "extra == 'dev'", specifier = ">=3.6.0.20240316" },
+    { name = "types-networkx", marker = "extra == 'dev'", specifier = ">=3.3.0.20241020" },
+    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = ">=6.0.12.20250326" },
+    { name = "typing-extensions", specifier = ">=4.13.2" },
+]
+provides-extras = ["anthropic", "bedrock", "docling", "fal", "gcp-storage", "google", "google-genai", "huggingface", "mistralai", "s3", "docs", "dev"]
+
 [[package]]
 name = "platformdirs"
 version = "4.5.1"