humanizer-zh

Detect and repair 24 AI writing patterns in Chinese text.

90|28|Updated Mar 2, 2026
One-click install
npx skills add https://github.com/YuppyChen/ai-novelist --skill humanizer-zh-yuppychen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/YuppyChen/ai-novelist/tree/main/.claude/skills/humanizer-zh
Command: npx skills add https://github.com/YuppyChen/ai-novelist --skill humanizer-zh-yuppychen

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps remove the traces of AI-generated text, making writing sound more natural and human-like.

Core Features & Use Cases

  • AI Traces Removal: Detects and repairs 24 types of AI writing patterns, including exaggerated symbolism, promotional language, shallow analysis, ambiguous attribution, excessive use of dashes, three-part rule, AI vocabulary, negative parallelism, and more.
  • Use Case: Imagine you have a piece of text that was generated by AI and needs to be humanized. Use this Skill to rewrite the text in a more natural and engaging way.

Quick Start

Use the /humanizer-zh command with the text you want to humanize.

Frequently Asked Questions about humanizer-zh

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

FAQPage Schema
How do I remove AI writing traces from my generated text?

You can remove AI writing traces by using the /humanizer-zh command. It detects and repairs 24 AI writing patterns like exaggerated symbolism, promotional language, and excessive dashes to make text natural.

What are common signs of AI writing that make text sound unnatural?

Common signs of AI writing include shallow analysis, ambiguous attribution, the three-part rule, AI vocabulary, and negative parallelism. This Skill identifies and repairs these 24 distinct patterns to humanize your text.

How do I rewrite AI-generated documents to pass AI detection?

To rewrite AI-generated documents, this Skill applies editing rules based on the Wikipedia guide for signs of AI writing. It repairs 24 detectable patterns to enhance your text and make it pass as human-written.

Does this text humanizer work with long-form documents and articles?

Yes, this text humanizer works with long-form documents and articles. It applies text editing and reviewing logic to detect and repair AI vocabulary and structural patterns across your entire document for natural writing.

What is the best way to fix promotional language and shallow analysis in AI text?

The best way to fix promotional language and shallow analysis is using this Skill's pattern detection. It specifically targets these AI writing traces, alongside ambiguous attribution and negative parallelism, to restore human-like depth.