humanizer-zh

Removes AI writing patterns and rewrites text to sound natural and human.

Updated Feb 5, 2026
One-click install
npx skills add https://github.com/tc9011/my-skills --skill humanizer-zh-tc9011
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/tc9011/my-skills/tree/main/skills/humanizer-zh
Command: npx skills add https://github.com/tc9011/my-skills --skill humanizer-zh-tc9011

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes AI-generated writing patterns from text, making it sound more natural, human, and engaging. It's perfect for editing or reviewing content that feels robotic or overly formulaic.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing tics like exaggerated significance, promotional language, superficial analysis, vague attribution, and overused punctuation.
  • Natural Rewriting: Rephrases problematic sentences and phrases to improve flow, rhythm, and authenticity.
  • Use Case: You've received a draft report that sounds a bit too much like it was written by a machine. Use this Skill to refine the language, inject personality, and ensure it resonates with a human audience.

Quick Start

Use the humanizer-zh skill to rewrite the following text to sound more human: "The implementation of the new system represents a significant advancement, ensuring enhanced operational efficiency and fostering a collaborative environment."

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 patterns from generated text?▼

To eliminate AI writing patterns from generated text, this Skill identifies and replaces AI-specific vocabulary, exaggerated significance, and promotional language to produce natural, human-sounding rewrites.

What makes AI content sound robotic and overly formulaic?▼

AI content sounds robotic due to superficial analysis, vague attribution, overused punctuation, and exaggerated significance. This Skill detects these specific AI writing tics and rewrites the text to sound engaging.

Can I humanize a Chinese AI draft report to improve its flow?▼

Yes, you can humanize a Chinese AI draft report by rephrasing problematic sentences to improve flow, rhythm, and authenticity, ensuring the content resonates with a human audience.

Does this text humanization tool support natural rewriting of promotional language?▼

Yes, this text humanization tool supports natural rewriting of promotional language by identifying and replacing AI-specific sentence structures to ensure the content sounds more natural and human.

What is the best way to refine AI-generated Chinese text for a human audience?▼

The best way to refine AI-generated Chinese text for a human audience is to use a humanization Skill that flags AI writing tics and rewrites the content to inject personality and authenticity.