Overview
- Skill Key
- hosthobbit/ai-writing-humanizer
- Author
- hosthobbit
- Source Repo
- openclaw/skills
- Version
- -
- Source Path
- skills/hosthobbit/ai-writing-humanizer
- Latest Commit SHA
- 9359f1b9aa2ad4168d78641ac97185b496ae8c8a
Automatically strip AI writing patterns and stock phrases from user-facing prose before sending. Use when preparing longer texts to ensure a natural, human tone without obvious AI tells.
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0
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0
Status
ACTIVE
Visibility
PUBLIC
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# 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
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