What exactly does 'humanizing' code entail?

Humanizing involves removing markers that signal AI generation, such as 'Generated by AI' comments, fake issue numbers (e.g., BUG-001), and overly verbose documentation that restates obvious code logic.

Will this skill change my functional code logic?

No, the skill is specifically designed to target comments, documentation, and formatting artifacts. It does not alter the executable logic or business flow of your source code.

Can I target specific git commits for cleanup?

Yes, you can provide a git commit hash as an argument, and the skill will automatically identify and process all text files included in that specific diff.

How do I prevent it from touching public API documentation?

The skill follows a 'Keep WHY, remove WHAT' principle, generally preserving public API contracts. You can also provide custom instructions like 'don't touch docs on public records' to further restrict its behavior.

Which programming languages are supported?

It includes specialized optimization rules for Java, Kotlin, TypeScript, JavaScript, and Python, while also supporting general text, SQL, Markdown, and configuration files.

Text Humanizer for Claude Code

Name: Text Humanizer for Claude Code
Author: kochetkov-ma

bykochetkov-ma

•

개발자 도구

Cleans AI-generated artifacts, simplifies documentation, and fixes unicode formatting to make code appear professionally hand-written.

Text Humanizer is a specialized Claude Code skill designed to remove the 'AI footprint' from your codebase. It automatically detects and deletes AI-specific markers (like 'Added by Claude'), fixes problematic unicode characters such as smart quotes and arrows, and prunes redundant documentation that merely restates function names. By orchestrating parallel sub-agents to process files or specific git commits, it ensures your project remains clean, readable, and indistinguishable from manually authored code while preserving essential business logic and high-value context.

주요 기능

01Automatic removal of AI-generated markers and 'suggested by' comments

0216 GitHub stars

03Support for custom humanization instructions to override or extend default rules

04Unicode correction for smart quotes, arrows, bullets, and long dashes

05Parallel processing of files and git commits using Haiku and Sonnet sub-agents

06Intelligent documentation pruning to remove redundant or trivial explanations

사용 사례

01Preparing code for human peer review by removing distracting AI-generated comments and fake issue numbers

02Cleaning up a repository after an intensive AI-driven refactoring session to ensure professional standards

03Standardizing documentation and comment styles across multi-language projects including Java, Python, and TypeScript

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kochetkov-ma/claude-brewcode text-human

For use in Claude.ai and ChatGPT

Download Skill