humanizer-zh

Detect and repair AI writing patterns in Chinese documents.

Updated May 1, 2026
One-click install
npx skills add https://github.com/flashfoxer/openclaw-my-skills --skill humanizer-zh-flashfoxer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/flashfoxer/openclaw-my-skills/tree/main/humanizer-zh
Command: npx skills add https://github.com/flashfoxer/openclaw-my-skills --skill humanizer-zh-flashfoxer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps in editing or reviewing texts to remove AI-generated痕迹 and make the content sound more natural and more like human writing.

Core Features & Use Cases

  • Text Humanization: Eliminate AI-generated痕迹 and make the text more natural.
  • Content Editing: Enhance the naturalness and humanity of AI-generated content.
  • Use Case: For example, you can use the skill to rewrite a marketing copy or academic abstract to sound more human-like.

Quick Start

Run the command /humanizer-zh Please help me humanize the following text: [paste your AI-generated text].

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-generated text痕迹 to make content sound more natural?

To remove AI-generated text痕迹, use a text humanization process that detects and repairs AI writing patterns like exaggerated symbolism and propagandistic language. This editing step makes content sound natural and human-like.

What are common AI writing characteristics that make text sound unnatural?

Common AI writing characteristics include ambiguous attribution, excessive use of dashes, negative parallelism, shallow analysis ending in -ing, and AI vocabulary. Detecting these patterns helps identify and repair AI-generated text痕迹 for more natural content.

How do I humanize AI-generated marketing copy or academic abstracts?

To humanize AI-generated marketing copy or academic abstracts, apply a text humanization command followed by your content. This process eliminates the three-part rule and excessive connecting phrases, making the text sound more like human writing.

Does text humanization work for reviewing documents with negative parallelism and AI vocabulary?

Text humanization works for reviewing documents by detecting and repairing negative parallelism and AI vocabulary. It applies AI writing characteristics guidelines to eliminate these patterns, making the reviewed content sound more natural and human-like.

When should I use a text humanizer to edit my content?

You should use a text humanizer when editing or reviewing texts to eliminate AI-generated痕迹. It is specifically needed when content exhibits propagandistic language or shallow analysis ending in -ing, ensuring the final text sounds more natural and human-like.