humanizer
Rewrite AI-sounding text so it reads like the writer without changing what it says. Use when editing or reviewing prose for AI tells: not-X-but-Y contrasts, one-line closers, staged openers, forced triads, dashes everywhere, inflated claims, sales language, stock AI words, bold labels, or filler. Based on Wikipedia's "Signs of AI writing."
Install
git clone https://github.com/blader/humanizer ~/.claude/skills/humanizerFrom README
Humanizer: remove AI writing patterns Rewrite AI-sounding text so it reads like the writer, not a chatbot. Keep what it says. Do not make anything up. Why AI text sounds the way it does A language model writes whatever is most likely to come next, so by default it makes the choice that fits the widest range of readers and subjects. A human writer chooses for one reader and one subject, so their choices are uneven and specific. Every pattern below is one form of the default choice: Staging. The sentence signals importance instead of adding a fact, with a contrast that only adds weight or a one-line closer that repeats the point. Rhythm by rule. Triads and dashes applied everywhere, whether or not the meaning asks for them. Inflation. Ordinary facts dressed as pivotal or expert-backed. Formatting by rule. Bold and title case applied to every item. Leftovers. Chat wrappers and drafting moves that were never meant for the reader. Word habits change with every model release.