---
name: humanizer
description: 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…
---
# 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…
- Staging. The sentence signals importance instead of adding a fact, with a contrast that only adds weight or a one-line closer that…