This directory contains specialized prompts for various analysis tasks, from data and content analysis to AI evaluation and process optimization.
| Use Case | Recommended Prompt | Tags |
|---|---|---|
| Analyze chat logs | LogSummarizer Pro | log analysis, summarization |
| Automate workflows | Automation Flow Architect | automation, workflow |
| Lead generation | Automation Leadfinder App | lead generation, B2B |
| Test AI reasoning | Polyhedral Reflection Protocol | ai-evaluation, bias-detection |
| Optimize prompts | Prompt Vibe Aligner | prompt-optimization, philosophy |
| Parse documents | Text Parsing & Categorization | text parsing, documentation |
| Analyze images | Vision Analysis Framework | image analysis, computer vision |
- Automation Flow Architect - Transform concepts into systematic automation workflows
- Automation Leadfinder App Architect - Design lead generation systems with market analysis
- Curate Process Flows - Extract and document workflows from technical documentation
- LogSummarizer Pro - Analyze chat support logs with privacy protection
- Text Parsing & Categorization - Break down large texts into organized documentation
- Polyhedral Reflection Protocol - Stress-test AI reasoning and detect cognitive biases
- Prompt Vibe Aligner - Refine prompts with philosophical clarity and natural flow
- Vision Analysis Framework - Structured approach to image interpretation
Located in audio/ subdirectory:
- Audio Analysis Reconciliation - Reconcile different audio interpretations
This category specializes in:
- Pattern Recognition - Identifying underlying structures and relationships
- System Optimization - Improving workflows and processes
- Data Extraction - Pulling insights from various content types
- Quality Evaluation - Testing and validating AI outputs
- Automation Design - Creating efficient systematic workflows
Enhance your analysis with archetypal approaches:
| Analysis Type | Suggested Archetype | Why It Works |
|---|---|---|
| System Design | Pattern Synthesizer | Reveals emergent relationships |
| Data Clarity | Clarity Architect | Removes cognitive noise |
| Process Flow | Flow Director | Orchestrates dynamic harmony |
| Deep Analysis | Truth Builder | Builds from verified foundations |
| Impact Assessment | Wisdom Guide | Considers long-term harmony |
# Find analysis prompts
./search -c "tasks/analysis"
# Search by specific need
./search -t "automation" "workflow"
./search -t "ai-evaluation" "testing"
# Get recommendations
./search -r "I need to analyze customer chat logs"
./search -r "Help me design an automation workflow"- Total Prompts: 9 (including subdirectory)
- Primary Tags:
analysis,automation,documentation,ai-evaluation - Archetypes Used: Pattern Synthesizer (2), Others potential
- Last Updated: July 2025
- Combine with Frameworks - Use with METRICS+ or Fractal Framework for deeper analysis
- Chain for Complexity - Connect multiple analysis prompts for comprehensive insights
- Iterate Results - Run analyses multiple times with refined parameters
- Document Findings - Save analysis outputs for future reference
- Cross-Reference - Use multiple analysis angles for validation
For vibecoding approaches, see tasks/vibecoding/
For analytical frameworks, see frameworks/