Can it scan my entire repository for AI-generated docs?

Yes, it includes a 'Scan project docs' option that uses glob patterns to find and process markdown and text files throughout your project.

Is it safe to use on API references?

Yes, the 'Technical docs' mode prioritizes precision and excludes personality injection, focusing strictly on removing promotional inflation and filler.

What kind of patterns does it look for?

It scans for 24 documented patterns including buzzword stacking, 'fake depth' phrases, mechanical bolding, and common chatbot artifacts like 'I hope this helps'.

Does this skill change the meaning of my technical text?

No, the skill is specifically designed to preserve original meaning and facts while only removing filler, hedging, and artificial patterns.

Humanize AI Writing

Name: Humanize AI Writing
Author: charlesjones-dev

bycharlesjones-dev

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内容管理

Transforms AI-generated text into natural, human-sounding content by detecting and removing 24 distinct artificial patterns.

The writing-humanize skill for Claude Code helps developers and content creators strip away the robotic feel often found in AI-generated text. Based on patterns documented by Wikipedia's WikiProject AI Cleanup, it scans for inflated language, fake depth, unnatural grammar, and chatbot artifacts. It offers an interactive workflow where users can select the content type—ranging from technical API references to personality-rich blog posts—and choose an intensity level to ensure the output matches their specific voice requirements while preserving technical accuracy and meaning.

主要功能

01Provides content-specific rewriting rules for technical docs, READMEs, blog posts, and PR descriptions.

02Detects and fixes 24 documented AI writing patterns including inflated language and fake depth.

03Offers three intensity levels (Light, Standard, Heavy) to control the degree of transformation.

04Strips common chatbot artifacts, sycophantic tones, and mechanical formatting tells.

0529 GitHub stars

06Features an interactive workflow to scan project files, markdown docs, or directly pasted text.

使用场景

01Cleaning up PR descriptions and changelogs to be brief, punchy, and free of filler phrases.

02Refactoring AI-generated READMEs to sound more authentic and less promotional.

03Humanizing technical blog posts to improve reader engagement and narrative flow.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add charlesjones-dev/claude-code-plugins-dev writing-humanize

For use in Claude.ai and ChatGPT

Download Skill