Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
Humanizer identifies and rewrites the default patterns common in large language model outputs, such as forced triads, staged openers, and inflated claims. It allows content editors to strip away chatbot-like markers while preserving the original meaning of the text.
By replacing generic, high-probability phrasing with more specific and uneven choices, the skill transforms synthetic drafts into prose that reads as if written by a human.
WHO IT'S FOR
Content editors
removing AI tells from draft prose
AI agent builders
integrating human-like writing capabilities into agents
Technical writers
polishing AI-assisted documentation for natural flow
Prompt engineers
developing constraints to reduce AI writing patterns
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Use the humanizer skill to rewrite the AI-sounding text below so it reads like me without changing what it says or inventing details. Read my 2–3 paragraph writing sample first and match its sentence length, word choice, punctuation, openings, and transitions.
Writing sample:
[paste 2–3 paragraphs of your own writing]
Text to humanize:
[paste the AI-sounding text]
Claude