ai-writing-humanizer

# AI Writing Humanizer Provide a cleaned, human-sounding version of input text by removing or rewriting common AI-generated writing patterns. Load this skill automatically for any user-facing prose longer than ~150 words. ## Patterns Covered - Overuse of hedging phrases: "At the end of the day", "It's worth noting", "It is important to remember" - Stock transitions and signposts: "First", "Secondly", "Finally" - Structural markers: em dashes (—), parentheses for side notes, bullet-like serial lists - Predictable rule-of-three constructs: "X, Y, and Z" used as checklist language - Passive voice sections flagged by "was", "were", "has been" - Performed authenticity cues: "I hope this helps", "Let me know if you have any questions" ## Usage 1. Pass input text to `scripts/humanize.py --input text.txt --output cleaned.txt`. 2. For integrations, import `humanize_text()` from the script and apply before sending. ## Bundled Resources - scripts/humanize.py — Python script implementing regex-based pattern removal and light rewriting - references/signs-of-ai-writing.md — List of AI writing signs based on Wikipedia - tests/test_humanizer.py — Regression tests to detect patterns