brewcode:text-human

Remove AI-generated comments and unicode artifacts from code files.

30|2|Updated Jan 24, 2026

Search Tags:#documentation #code cleanup #ai artifacts #text optimization #humanize code #unicode fix

Ready to run

npx skills add https://github.com/kochetkov-ma/claude-brewcode --skill brewcode-text-human

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: brewcode:text-human
Source: https://github.com/kochetkov-ma/claude-brewcode/tree/main/brewcode/skills/text-human
Command: npx skills add https://github.com/kochetkov-ma/claude-brewcode --skill brewcode-text-human

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes AI-generated artifacts and simplifies documentation in code, making it more human-readable and natural.

Core Features & Use Cases

AI Artifact Removal: Deletes AI-generated comments, fake issue numbers, and unicode artifacts.
Documentation Simplification: Cleans up trivial or redundant documentation, keeping only essential explanations.
Use Case: After using an AI to generate code or documentation, run this Skill to polish the output, ensuring it reads like human-written content and removing any tell-tale AI markers.

Quick Start

Use the brewcode:text-human skill to process the file 'src/main/java/MyService.java'.

Frequently Asked Questions about brewcode:text-human

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I remove AI-generated comments and artifacts from my code?▼

To remove AI-generated comments and artifacts from code, you need a text humanization process that deletes fake issue numbers, unicode artifacts, and trivial documentation. This skill cleans those markers to make files read naturally.

Does code cleanup and documentation simplification work for TypeScript and Python?▼

Code cleanup and documentation simplification is supported for TypeScript and Python, alongside Java, Kotlin, and JavaScript. It removes redundant explanations and unicode artifacts across these languages to ensure human-readable output.

What is the best way to humanize AI-generated code before committing it?▼

The best way to humanize AI-generated code is to run a post-processing step that strips tell-tale AI markers like fake issue numbers and trivial comments. This ensures the committed code reads like human-written content.

How do I fix unicode artifacts in AI-generated JavaScript files?▼

To fix unicode artifacts in AI-generated JavaScript files, apply a text humanization process that targets and removes these specific characters. It cleans the file by deleting AI-generated unicode errors and redundant comments.

Can I use this to clean up trivial documentation after using an AI to generate code?▼

Yes, you can use it to clean up trivial documentation after using an AI to generate code. It simplifies documentation by keeping only essential explanations and deleting redundant AI comments, ensuring the output is natural.