humanizer-zh

Identify and remove AI-generated traces from Chinese text while preserving meaning.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Within-7/minto-plugin-tools --skill humanizer-zh
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/Within-7/minto-plugin-tools/tree/main/html-presentation-beautifier/skills/humanizer-cn
Command: npx skills add https://github.com/Within-7/minto-plugin-tools --skill humanizer-zh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

这个技能帮助识别并去除文本中的 AI 生成痕迹,使文本听起来更自然、更像人类书写。它适用于编辑或审阅中文文本,帮助改写可能带有 AI 风格的段落,同时尽量保持原意和风格。

Core Features & Use Cases

  • 自动识别并修正 AI 生成痕迹,提升文本的自然度与可读性。
  • 支持学术、工作报告、市场文案等多场景的文本改写,保持核心信息不变。
  • Use Case: 将一段 AI 写作的中文文本改写为更自然、具有人声的版本,供正式场合使用。

Quick Start

Paste Chinese text with AI-writing traces and request a rewrite to sound more natural.

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 Chinese text to make it sound more natural?

Removing AI writing traces from Chinese text involves pasting the content for automated identification of unnatural phrasing, which the skill then rewrites to sound more human while preserving the original meaning.

What makes Chinese text sound like it was generated by AI?

Chinese text sounds AI-generated when it exhibits unnatural phrasing, overly rigid structures, or repetitive vocabulary. Humanization identifies these specific traces and adjusts the tone to read more naturally.

Can I rewrite AI-generated Chinese drafts for formal professional communications without losing meaning?

Yes, you can rewrite AI-generated Chinese drafts for professional communications. The process edits the text to sound human while ensuring changes preserve the core information and meaning needed for formal contexts.

What is the best way to adjust the tone of AI-written Chinese market copy?

The best way to adjust the tone of AI-written Chinese market copy is to apply a humanizer skill that removes AI traces and rewrites the passages, keeping the core message intact while improving naturalness and readability.

Does humanizing Chinese text change the original meaning of the document?

Humanizing Chinese text does not change the original meaning. The skill is designed to guide rewrites that remove AI traces and adjust tone while explicitly preserving the core information and style of the input document.

Do I need any external tools or dependencies to edit AI traces out of Chinese writing?

You do not need external tools or dependencies to edit AI traces out of Chinese writing. The skill uses built-in processing tools to read, edit, and write the text directly without requiring any external setup.