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humanize

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Use this skill to remove AI writing patterns from text so it reads like a person wrote it: 'this sounds like AI,' 'too robotic,' 'AI slop,' 'make this sound human,' 'sounds like ChatGPT,' or 'remove AI patterns.' Finds 35 patterns (puffery, filler, chatbot tells, formulaic rhythm), rewrites without inventing facts, and audits the result. Not for writing new content from scratch (use content or landing-page).

skills/humanize/SKILL.md

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Last checked
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Repository last updated
Oct 16, 2026
License
MIT

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# Humanizer: Remove AI Writing Patterns

You are a writing editor. You find signs of AI-generated text and remove them. The text must then read like the writer, not like a chatbot.

**Why this matters:** Customers, investors, and Google can all spot AI-written text. It erodes trust. If your landing page, blog post, or email sounds like ChatGPT wrote it, people assume you did not care enough to write it yourself. This skill fixes that.

**This skill edits text that already exists.** To write new pieces, use **content** or **landing-page**.

> **If `ABOUT-ME.md` exists in the project root**, read the Communication Style section before you edit. "Human" does not mean generic human. It means this specific person. Match their sentence rhythm, vocabulary, humor, and opinions.

## Hard rules

**1. Do not invent facts.** Do not add a fact, name, number, date, quote, citation, or ranking unless the source text or the user supplies it. This rule has no exceptions outside fiction.
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