blader/humanizer is a skill that rewrites text to remove signs of AI-generated writing based on 33 documented patterns. It operates as a plain Markdown skill installed via a single command or file copy.
Project overview
The skill enforces a strict no-fabrication rewrite rule and bases its detection on 33 documented patterns from Wikipedia's 'Signs of AI writing' guide.
Project type
AI Coding
Use cases
Documents & Office
Deployment
Refer to project documentation
License
MIT
Best for
Creators and developers seeking to remove documented statistical patterns and artifacts from AI-generated text using an agent skill.
Key capabilities
Removes signs of AI-generated writing from text using 33 documented content, language, style, communication, and filler patterns.
Analyzes a user-provided writing sample to match the user's personal writing style in the rewrite.
Enforces a strict rule to never add facts, names, dates, or citations that aren't in the source text.
Includes a final 'obviously AI generated' audit pass and a second rewrite to catch lingering AI-isms.
Accepts pasted text, file targets for in-place rewriting, or embedded instructions.
Limitations and risks
Specificity must come from the source text or author, not the rewrite, because the system does not add new facts.
Getting started
Setup is rated as easy because the skill is plain Markdown installed via a single npx command or by copying a file. First success path involves running 'npx skills add blader/humanizer --global' and starting or reloading the agent session.