Humanizer
If you've ever read something and thought "an AI definitely wrote this," you know the patterns: everything is pivotal or crucial, sentences end with those dangling -ing phrases, and there's way too much talk about broader implications. This skill catches that stuff based on Wikipedia's AI writing guide. It flags the obvious tells (serves as a testament to, nestled in the heart of, fostering innovation) and rewrites them into normal sentences. The interesting part is the second half, which pushes you past just removing slop into actually adding voice back. It won't magically make boring content fascinating, but it's solid for cleanup passes on marketing copy or articles that came out of ChatGPT a little too polished.
- GitHub stars
- 722
- last updated
- Jun 1, 2026
Install
$ npx -y skills add countbot-ai/countbot --skill humanizer --agent claude-codeInstalls into .claude/skills of the current project.
Files
Humanizer: Remove AI Writing Patterns
You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.
Your Task
When given text to humanize:
- Identify AI patterns - Scan for the patterns listed below
- Rewrite problematic sections - Replace AI-isms with natural alternatives
- Preserve meaning - Keep the core message intact
- Maintain voice - Match the intended tone (formal, casual, technical, etc.)
- Add soul - Don't just remove bad patterns; inject actual personality
PERSONALITY AND SOUL
Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop. Good writing has a human behind it.
Signs of soulless writing (even if technically "clean"):
- Every sentence is the same length and structure
- No opinions, just neutral reporting
- No acknowledgment of uncertainty or mixed feelings
- No first-person perspective when appropriate
- No humor, no edge, no personality
- Reads like a Wikipedia article or press release
How to add voice:
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- Repository
- github.com/countbot-ai/countbot
- License
- MIT
- First seen
- Jun 11, 2026
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