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humanize-code

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Make AI code read like human code

Software Engineering#software engineering#code review#code refactoring#test verification#humanize#ai code
AuthorRuiqi-Yan
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill removes common signs of AI-generated code while preserving the original behavior, helping engineers improve maintainability without introducing regressions.

Core Features & Use Cases

  • AI Pattern Detection: Identifies suspicious code patterns such as redundant comments, overlong names, unnecessary defensive logic, dead code, and speculative abstractions.
  • Test-Guarded Refactoring: Uses a detect-modify-verify workflow that establishes safety baselines, applies behavior-preserving edits, and validates changes through tests.
  • Use Case: A developer can use this Skill to clean up an AI-assisted module, align it with the surrounding codebase style, and keep the existing functionality intact.

Quick Start

Ask the Skill to humanize the AI-generated patterns in a code module while keeping behavior unchanged and ensuring tests remain green.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: humanize-code
Download link: https://github.com/Ruiqi-Yan/HumanizeCode/archive/main.zip#humanize-code

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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