humanizer-zh

Detect AI writing patterns and rewrite text with a natural human voice.

Updated Mar 31, 2026
One-click install
npx skills add https://github.com/missyouangeled/test-git --skill humanizer-zh-missyouangeled
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/missyouangeled/test-git/tree/main/skills/humanizer-zh
Command: npx skills add https://github.com/missyouangeled/test-git --skill humanizer-zh-missyouangeled

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

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,便于编辑和审阅。

Core Features & Use Cases

  • Pattern detection: identify AI writing patterns in user-provided text.
  • Rewrite & preserve meaning: rewrite sections to remove AI traces while preserving core meaning.
  • Tone and voice adjustment: adjust voice to sound more human and context-appropriate.
  • Use Case: ideal for editing drafts、博客文章润色、学术摘要改写,以及营销文案优化等情景。

Quick Start

Submit the text you want humanizing, and I will rewrite it to sound 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 and make text sound more natural?

To remove AI writing traces and make text sound natural, submit your text to identify AI patterns and rewrite sections. This process preserves your core meaning while adjusting the tone to inject a natural, human voice.

What are common AI writing patterns that make content sound robotic?

Common AI writing patterns include unnatural phrasing and rigid structures that fail to sound human. This Skill detects these patterns in your provided text and rewrites the content to remove identifiable AI traces across various contexts.

How do I humanize AI-generated text for academic abstracts and marketing copy?

Humanizing AI-generated text for academic abstracts and marketing copy involves submitting your drafts to detect AI patterns. The text is rewritten to remove AI traces while preserving meaning, adjusting tone and voice to be context-appropriate.

Does text humanizing preserve the original meaning or just change the tone?

Text humanizing preserves the original core meaning while changing the tone. It identifies AI writing patterns and rewrites sections specifically to remove AI traces, injecting a natural human voice without altering your underlying message.

What is the best way to polish a blog post and remove AI traces?

The best way to polish a blog post and remove AI traces is to submit the draft for pattern detection. The text is rewritten to sound natural and human-written, making it ideal for editing, proofreading, and content refinement.

Can I adjust the tone of AI-generated drafts for different writing contexts?

You can adjust the tone of AI-generated drafts for different writing contexts. The humanizing process detects AI patterns and rewrites your text, modifying the voice to sound natural and context-appropriate for marketing or academic use.