humanize-chinese

Community

Detect AI traces and humanize Chinese text locally.

Authorvoidborne-d
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Detects AI-generated patterns in Chinese text and rewrites content to sound more human, improving readability and authenticity without external dependencies.

Core Features & Use Cases

  • 20+ rule-based detection categories plus 8 HC3-calibrated statistical features for robust AI text detection.
  • 7 writing styles (casual, zhihu, xiaohongshu, wechat, academic, literary, weibo) and 40 paraphrase templates for versatile rewriting.
  • CiLin synonym expansion option with semantic filtering, plus 122 academic replacements for CNKI/VIP/Wanfang readiness.
  • Academic AIGC reduction workflow to help users polish scholarly text while preserving meaning.
  • Unified CLI: detect, rewrite, academic, style, compare for end-to-end workflow.

Quick Start

Run the unified CLI to detect AI traces and then rewrite the text to be more human-like.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 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-chinese
Download link: https://github.com/voidborne-d/humanize-chinese/archive/main.zip#humanize-chinese

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