Does this skill change the meaning of my text?

No, the skill is specifically instructed to preserve the original meaning and technical accuracy while only improving the style, tone, and readability.

How does it identify AI-generated writing?

It uses a comprehensive catalog of 24 patterns derived from Wikipedia's AI cleanup guides, identifying traits like significance inflation, 'chatbot correspondence' phrases, and formulaic vocabulary.

Can I audit a file without changing it?

Yes, the --score-only flag generates a detailed report of detected AI patterns and their severity without performing any rewrites.

Can I preview changes before they are applied?

Yes, you can use the --dry-run flag to see the rewritten text in your chat interface before any file modifications are made.

What text formats does Humanize work best with?

It is designed for prose-heavy text including commit messages, pull request descriptions, documentation, changelogs, and blog posts.

Humanize AI Writing

Name: Humanize AI Writing
Author: smykla-skalski

bysmykla-skalski

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コンテンツ管理

Identifies and removes robotic AI writing patterns to make documentation and communications sound natural and human-written.

The Humanize skill transforms clinical, repetitive, or overly formal AI-generated prose into engaging, human-sounding content. By cross-referencing Wikipedia’s AI detection signals with the classic composition principles of Strunk & White’s 'The Elements of Style', it strips away 'AI vibes'—such as significance inflation, formulaic structures, and hedging—to produce clear, active, and specific text. It is an essential tool for developers and technical writers who want to polish commit messages, PR descriptions, and documentation while maintaining technical accuracy and original meaning.

主な機能

01Supports a 'score-only' mode to audit text for AI patterns without performing a rewrite.

02Detects over 24 distinct AI writing patterns across content, language, and style categories.

03Applies Strunk & White composition principles like active voice and omitting needless words.

042 GitHub stars

05Preserves technical accuracy and meaning while removing linguistic filler and 'de-slopping' text.

06Injects unique voice and varying sentence rhythms to eliminate robotic monotony.

ユースケース

01Auditing changelogs and release notes to ensure they sound authentic rather than chatbot-generated.

02Cleaning up technical documentation to remove promotional language and 'groundbreaking' fluff.

03Polishing AI-generated PR descriptions and commit messages for more professional team communication.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add smykla-skalski/sai humanize

For use in Claude.ai and ChatGPT