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. Wrong reader.