humanizer
blader/humanizer · Python · MIT
Make AI drafts read like a human wrote them.
Humanizer steers an agent to cut em-dashes, listicle rhythms and hedging, tightening prose into something that passes a careful reader.
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Setup at a glance
cp -r ./* ~/.claude/skills/humanizer/ Deep dive
humanizer is an Agent Skill that strips the tells of AI writing out of prose — it encodes the patterns documented in Wikipedia's "Signs of AI writing" and the WikiProject AI Cleanup, so an agent can rewrite text that reads unmistakably machine-made into text that reads human.
It runs as a slash command (/humanizer) inside your agent host, and the README's full example shows a verbose, list-heavy AI travel paragraph rewritten into a tight, human one.
The skill is maintained in the open with a changelog and issue tracker, and is listed on the skills.sh directory for one-command install.