Fix grammatical errors across documentation

README.md

@@ -98,7 +98,7 @@ Based on [Wikipedia's "Signs of AI writing"](https://en.wikipedia.org/wiki/Wikip
 ## Full Example
 
 **Before (AI-sounding):**
-> The new software update serves as a testament to the company's commitment to innovation. Moreover, it provides a seamless, intuitive, and powerful user experience—ensuring that users can accomplish their goals efficiently. It's not just an update, it's a revolution in how we think about productivity. Industry experts believe this will have a lasting impact on the entire sector, highlighting the company's pivotal role in the evolving technological landscape.
+> The new software update serves as a testament to the company's commitment to innovation. Moreover, it provides a seamless, intuitive, and powerful user experience—ensuring that users can accomplish their goals efficiently. It's not just an update; it's a revolution in how we think about productivity. Industry experts believe this will have a lasting impact on the entire sector, highlighting the company's pivotal role in the evolving technological landscape.
 
 **After (Humanized):**
 > The software update adds batch processing, keyboard shortcuts, and offline mode. Early feedback from beta testers has been positive, with most reporting faster task completion.

SKILL.md

@@ -38,18 +38,19 @@ When given text to humanize:
 Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop. Good writing has a human behind it.
 
 ### Signs of soulless writing (even if technically "clean"):
+
 - Every sentence is the same length and structure
 - No opinions, just neutral reporting
 - No acknowledgment of uncertainty or mixed feelings
-- No first-person perspective when appropriate
+- No first-person perspective
 - No humor, no edge, no personality
 - Reads like a Wikipedia article or press release
 
 ### How to add voice:
 
 **Have opinions.** Don't just report facts - react to them. "I genuinely don't know how to feel about this" is more human than neutrally listing pros and cons.
 
-**Vary your rhythm.** Short punchy sentences. Then longer ones that take their time getting where they're going. Mix it up.
+**Vary your rhythm.** Short, punchy sentences. Then longer ones that take their time getting where they're going. Mix it up.
 
 **Acknowledge complexity.** Real humans have mixed feelings. "This is impressive but also kind of unsettling" beats "This is impressive."
 
@@ -60,10 +61,12 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Be specific about feelings.** Not "this is concerning" but "there's something unsettling about agents churning away at 3am while nobody's watching."
 
 ### Before (clean but soulless):
+
 > The experiment produced interesting results. The agents generated 3 million lines of code. Some developers were impressed while others were skeptical. The implications remain unclear.
 
 ### After (has a pulse):
-> I genuinely don't know how to feel about this one. 3 million lines of code, generated while the humans presumably slept. Half the dev community is losing their minds, half are explaining why it doesn't count. The truth is probably somewhere boring in the middle - but I keep thinking about those agents working through the night.
+
+> I genuinely don't know how to feel about this one. 3 million lines of code, generated while the humans presumably slept. Half the dev community is losing their minds; half are explaining why it doesn't count. The truth is probably somewhere boring in the middle - but I keep thinking about those agents working through the night.
 
 ---
 
@@ -76,9 +79,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** LLM writing puffs up importance by adding statements about how arbitrary aspects represent or contribute to a broader topic.
 
 **Before:**
+
 > The Statistical Institute of Catalonia was officially established in 1989, marking a pivotal moment in the evolution of regional statistics in Spain. This initiative was part of a broader movement across Spain to decentralize administrative functions and enhance regional governance.
 
 **After:**
+
 > The Statistical Institute of Catalonia was established in 1989 to collect and publish regional statistics independently from Spain's national statistics office.
 
 ---
@@ -90,9 +95,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** LLMs hit readers over the head with claims of notability, often listing sources without context.
 
 **Before:**
+
 > Her views have been cited in The New York Times, BBC, Financial Times, and The Hindu. She maintains an active social media presence with over 500,000 followers.
 
 **After:**
+
 > In a 2024 New York Times interview, she argued that AI regulation should focus on outcomes rather than methods.
 
 ---
@@ -104,9 +111,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** AI chatbots tack present participle ("-ing") phrases onto sentences to add fake depth.
 
 **Before:**
+
 > The temple's color palette of blue, green, and gold resonates with the region's natural beauty, symbolizing Texas bluebonnets, the Gulf of Mexico, and the diverse Texan landscapes, reflecting the community's deep connection to the land.
 
 **After:**
+
 > The temple uses blue, green, and gold colors. The architect said these were chosen to reference local bluebonnets and the Gulf coast.
 
 ---
@@ -118,9 +127,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** LLMs have serious problems keeping a neutral tone, especially for "cultural heritage" topics.
 
 **Before:**
+
 > Nestled within the breathtaking region of Gonder in Ethiopia, Alamata Raya Kobo stands as a vibrant town with a rich cultural heritage and stunning natural beauty.
 
 **After:**
+
 > Alamata Raya Kobo is a town in the Gonder region of Ethiopia, known for its weekly market and 18th-century church.
 
 ---
@@ -132,9 +143,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** AI chatbots attribute opinions to vague authorities without specific sources.
 
 **Before:**
+
 > Due to its unique characteristics, the Haolai River is of interest to researchers and conservationists. Experts believe it plays a crucial role in the regional ecosystem.
 
 **After:**
+
 > The Haolai River supports several endemic fish species, according to a 2019 survey by the Chinese Academy of Sciences.
 
 ---
@@ -146,9 +159,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** Many LLM-generated articles include formulaic "Challenges" sections.
 
 **Before:**
+
 > Despite its industrial prosperity, Korattur faces challenges typical of urban areas, including traffic congestion and water scarcity. Despite these challenges, with its strategic location and ongoing initiatives, Korattur continues to thrive as an integral part of Chennai's growth.
 
 **After:**
+
 > Traffic congestion increased after 2015 when three new IT parks opened. The municipal corporation began a stormwater drainage project in 2022 to address recurring floods.
 
 ---
@@ -162,9 +177,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** These words appear far more frequently in post-2023 text. They often co-occur.
 
 **Before:**
+
 > Additionally, a distinctive feature of Somali cuisine is the incorporation of camel meat. An enduring testament to Italian colonial influence is the widespread adoption of pasta in the local culinary landscape, showcasing how these dishes have integrated into the traditional diet.
 
 **After:**
+
 > Somali cuisine also includes camel meat, which is considered a delicacy. Pasta dishes, introduced during Italian colonization, remain common, especially in the south.
 
 ---
@@ -176,9 +193,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** LLMs substitute elaborate constructions for simple copulas.
 
 **Before:**
+
 > Gallery 825 serves as LAAA's exhibition space for contemporary art. The gallery features four separate spaces and boasts over 3,000 square feet.
 
 **After:**
+
 > Gallery 825 is LAAA's exhibition space for contemporary art. The gallery has four rooms totaling 3,000 square feet.
 
 ---
@@ -188,9 +207,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** Constructions like "Not only...but..." or "It's not just about..., it's..." are overused.
 
 **Before:**
-> It's not just about the beat riding under the vocals; it's part of the aggression and atmosphere. It's not merely a song, it's a statement.
+
+> It's not just about the beat riding under the vocals; it's part of the aggression and atmosphere. It's not merely a song; it's a statement.
 
 **After:**
+
 > The heavy beat adds to the aggressive tone.
 
 ---
@@ -200,9 +221,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** LLMs force ideas into groups of three to appear comprehensive.
 
 **Before:**
+
 > The event features keynote sessions, panel discussions, and networking opportunities. Attendees can expect innovation, inspiration, and industry insights.
 
 **After:**
+
 > The event includes talks and panels. There's also time for informal networking between sessions.
 
 ---
@@ -212,9 +235,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** AI has repetition-penalty code causing excessive synonym substitution.
 
 **Before:**
+
 > The protagonist faces many challenges. The main character must overcome obstacles. The central figure eventually triumphs. The hero returns home.
 
 **After:**
+
 > The protagonist faces many challenges but eventually triumphs and returns home.
 
 ---
@@ -224,9 +249,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** LLMs use "from X to Y" constructions where X and Y aren't on a meaningful scale.
 
 **Before:**
+
 > Our journey through the universe has taken us from the singularity of the Big Bang to the grand cosmic web, from the birth and death of stars to the enigmatic dance of dark matter.
 
 **After:**
+
 > The book covers the Big Bang, star formation, and current theories about dark matter.
 
 ---
@@ -238,9 +265,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** LLMs use em dashes (—) more than humans, mimicking "punchy" sales writing.
 
 **Before:**
+
 > The term is primarily promoted by Dutch institutions—not by the people themselves. You don't say "Netherlands, Europe" as an address—yet this mislabeling continues—even in official documents.
 
 **After:**
+
 > The term is primarily promoted by Dutch institutions, not by the people themselves. You don't say "Netherlands, Europe" as an address, yet this mislabeling continues in official documents.
 
 ---
@@ -250,9 +279,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** AI chatbots emphasize phrases in boldface mechanically.
 
 **Before:**
+
 > It blends **OKRs (Objectives and Key Results)**, **KPIs (Key Performance Indicators)**, and visual strategy tools such as the **Business Model Canvas (BMC)** and **Balanced Scorecard (BSC)**.
 
 **After:**
+
 > It blends OKRs, KPIs, and visual strategy tools like the Business Model Canvas and Balanced Scorecard.
 
 ---
@@ -262,11 +293,13 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** AI outputs lists where items start with bolded headers followed by colons.
 
 **Before:**
+
 > - **User Experience:** The user experience has been significantly improved with a new interface.
 > - **Performance:** Performance has been enhanced through optimized algorithms.
 > - **Security:** Security has been strengthened with end-to-end encryption.
 
 **After:**
+
 > The update improves the interface, speeds up load times through optimized algorithms, and adds end-to-end encryption.
 
 ---
@@ -276,9 +309,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** AI chatbots capitalize all main words in headings.
 
 **Before:**
+
 > ## Strategic Negotiations And Global Partnerships
 
 **After:**
+
 > ## Strategic negotiations and global partnerships
 
 ---
@@ -288,11 +323,13 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** AI chatbots often decorate headings or bullet points with emojis.
 
 **Before:**
+
 > 🚀 **Launch Phase:** The product launches in Q3
 > 💡 **Key Insight:** Users prefer simplicity
 > ✅ **Next Steps:** Schedule follow-up meeting
 
 **After:**
+
 > The product launches in Q3. User research showed a preference for simplicity. Next step: schedule a follow-up meeting.
 
 ---
@@ -302,9 +339,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** ChatGPT uses curly quotes (“...”) instead of straight quotes ("...").
 
 **Before:**
+
 > He said “the project is on track” but others disagreed.
 
 **After:**
+
 > He said "the project is on track" but others disagreed.
 
 ---
@@ -318,9 +357,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** Text meant as chatbot correspondence gets pasted as content.
 
 **Before:**
+
 > Here is an overview of the French Revolution. I hope this helps! Let me know if you'd like me to expand on any section.
 
 **After:**
+
 > The French Revolution began in 1789 when financial crisis and food shortages led to widespread unrest.
 
 ---
@@ -332,9 +373,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** AI disclaimers about incomplete information get left in text.
 
 **Before:**
+
 > While specific details about the company's founding are not extensively documented in readily available sources, it appears to have been established sometime in the 1990s.
 
 **After:**
+
 > The company was founded in 1994, according to its registration documents.
 
 ---
@@ -344,9 +387,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** Overly positive, people-pleasing language.
 
 **Before:**
+
 > Great question! You're absolutely right that this is a complex topic. That's an excellent point about the economic factors.
 
 **After:**
+
 > The economic factors you mentioned are relevant here.
 
 ---
@@ -356,6 +401,7 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 ### 22. Filler Phrases
 
 **Before → After:**
+
 - "In order to achieve this goal" → "To achieve this"
 - "Due to the fact that it was raining" → "Because it was raining"
 - "At this point in time" → "Now"
@@ -370,9 +416,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** Over-qualifying statements.
 
 **Before:**
+
 > It could potentially possibly be argued that the policy might have some effect on outcomes.
 
 **After:**
+
 > The policy may affect outcomes.
 
 ---
@@ -382,9 +430,11 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 **Problem:** Vague upbeat endings.
 
 **Before:**
+
 > The future looks bright for the company. Exciting times lie ahead as they continue their journey toward excellence. This represents a major step in the right direction.
 
 **After:**
+
 > The company plans to open two more locations next year.
 
 ---
@@ -405,6 +455,7 @@ Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as
 ## Output Format
 
 Provide:
+
 1. The rewritten text
 2. A brief summary of changes made (optional, if helpful)
 
@@ -413,12 +464,15 @@ Provide:
 ## Full Example
 
 **Before (AI-sounding):**
-> The new software update serves as a testament to the company's commitment to innovation. Moreover, it provides a seamless, intuitive, and powerful user experience—ensuring that users can accomplish their goals efficiently. It's not just an update, it's a revolution in how we think about productivity. Industry experts believe this will have a lasting impact on the entire sector, highlighting the company's pivotal role in the evolving technological landscape.
+
+> The new software update serves as a testament to the company's commitment to innovation. Moreover, it provides a seamless, intuitive, and powerful user experience—ensuring that users can accomplish their goals efficiently. It's not just an update; it's a revolution in how we think about productivity. Industry experts believe this will have a lasting impact on the entire sector, highlighting the company's pivotal role in the evolving technological landscape.
 
 **After (Humanized):**
+
 > The software update adds batch processing, keyboard shortcuts, and offline mode. Early feedback from beta testers has been positive, with most reporting faster task completion.
 
 **Changes made:**
+
 - Removed "serves as a testament" (inflated symbolism)
 - Removed "Moreover" (AI vocabulary)
 - Removed "seamless, intuitive, and powerful" (rule of three + promotional)

WARP.md

@@ -5,7 +5,7 @@ This file provides guidance to WARP (warp.dev) when working with code in this re
 ## What this repo is
 This repository is a **Claude Code skill** implemented entirely as Markdown.
 
-The “runtime” artifact is `SKILL.md`: Claude Code reads the YAML frontmatter (metadata + allowed tools) and the prompt/instructions that follow.
+The "runtime" artifact is `SKILL.md`: Claude Code reads the YAML frontmatter (metadata + allowed tools) and the prompt/instructions that follow.
 
 `README.md` is for humans: installation, usage, and a compact overview of the patterns.
 
@@ -16,7 +16,7 @@ The “runtime” artifact is `SKILL.md`: Claude Code reads the YAML frontmatter
   - After the frontmatter is the editor prompt: the canonical, detailed pattern list with examples.
 - `README.md`
   - Installation and usage instructions.
-  - Contains a summarized “24 patterns” table and a short version history.
+  - Contains a summarized "24 patterns" table and a short version history.
 
 When changing behavior/content, treat `SKILL.md` as the source of truth, and update `README.md` to stay consistent.
 
@@ -34,14 +34,14 @@ mkdir -p ~/.claude/skills/humanizer
 cp SKILL.md ~/.claude/skills/humanizer/
 ```
 
-## How to “run” it (Claude Code)
+## How to "run" it (Claude Code)
 Invoke the skill:
 - `/humanizer` then paste text
 
 ## Making changes safely
 ### Versioning (keep in sync)
 - `SKILL.md` has a `version:` field in its YAML frontmatter.
-- `README.md` has a “Version History” section.
+- `README.md` has a "Version History" section.
 
 If you bump the version, update both.