Eliminates AI writing traces and robotic patterns to make content sound natural, authentic, and human-written.
The AI Text Humanizer skill is designed to bridge the gap between AI-generated drafts and high-quality human writing. It systematically identifies and removes common 'AI signatures' such as over-emphasized importance, repetitive high-frequency vocabulary, and unnatural linguistic structures. Whether you are working with English or Chinese content, this skill helps refine your text to sound more engaging and conversational while strictly preserving the original facts and context. It is ideal for developers and content creators who want to polish technical documentation, blog posts, or marketing copy directly within their Claude Code workflow.
Key Features
010 GitHub stars
02Specialized support for removing AI traces (消除 AI 痕迹) in Chinese text
03Detects and removes common AI writing patterns and robotic phrasing
04Supports systematic humanization of single paragraphs or entire directories
05Preserves factual accuracy while significantly improving readability and tone
06Automated sub-agent delegation for high-volume document processing
Use Cases
01Polishing marketing copy to remove repetitive AI-style buzzwords and patterns
02Refining AI-generated technical documentation to sound more professional and natural
03Auditing large sets of Markdown files to ensure a consistent, human-like voice
