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.