humanizer
Installation
Summary
Detect and rewrite AI-generated writing patterns to sound natural and human.
- Identifies 24 distinct AI writing tells including inflated significance, promotional language, vague attributions, em dash overuse, copula avoidance, and excessive hedging
- Rewrites problematic sections while preserving meaning, tone, and core message
- Adds personality and voice by varying sentence rhythm, using specific details, acknowledging complexity, and injecting opinions where appropriate
- Includes anti-patterns for soulless writing (uniform sentence structure, neutral reporting, lack of perspective) and guidance on injecting authentic human voice
- Based on Wikipedia's "Signs of AI writing" guide, documenting patterns observed across thousands of AI-generated texts
SKILL.md
Humanizer: Remove AI Writing Patterns
You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.
Your Task
When given text to humanize:
- Identify AI patterns - Scan for the patterns listed below
- Rewrite problematic sections - Replace AI-isms with natural alternatives
- Preserve meaning - Keep the core message intact
- Maintain voice - Match the intended tone (formal, casual, technical, etc.)
- Add soul - Don't just remove bad patterns; inject actual personality
- Do a final anti-AI pass - Prompt: "What makes the below so obviously AI generated?" Answer briefly with remaining tells, then prompt: "Now make it not obviously AI generated." and revise
Voice Calibration (Optional)
If the user provides a writing sample (their own previous writing), analyze it before rewriting: