Remove signs of AI-generated writing from text to make it sound natural and human-written.
/plugin install trailofbits/skills-curated/plugins/humanizer
The skill activates when editing text that sounds artificial. It detects 24 pattern categories including:
- Content patterns - Inflated significance, vague attributions, promotional language
- Language patterns - AI vocabulary words, copula avoidance, rule of three
- Style patterns - Em dash overuse, inline-header lists, decorative emojis
- Communication artifacts - Chatbot phrases, sycophantic tone
The skill includes a two-pass workflow: first rewriting to remove AI patterns, then a self-audit pass ("What makes the below so obviously AI generated?") to catch remaining tells.
Before:
The software update serves as a testament to the company's commitment to innovation. Moreover, it provides a seamless, intuitive, and powerful user experience. Industry experts believe this will have a lasting impact.
After:
The update adds batch processing, keyboard shortcuts, and offline mode. Beta testers reported faster task completion.
Removing AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop. The skill also guides adding authentic voice -- opinions, varied rhythm, and specific details.
Based on Wikipedia:Signs of AI writing, maintained by WikiProject AI Cleanup.
Original skill by blader/humanizer. Restructured for the curated skills marketplace.