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humanizer-zh

Rewrite Chinese text to remove AI writing patterns and sound human-written.

4|Updated Jan 22, 2026
Search Tags:#editing#ai writing#text processing#natural language#chinese#humanizer
One-click install
npx skills add https://github.com/oiiiwjh/skills --skill humanizer-zh-oiiiwjh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/oiiiwjh/skills/tree/main/humanizer-zh
Command: npx skills add https://github.com/oiiiwjh/skills --skill humanizer-zh-oiiiwjh

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the issue of AI-generated text sounding robotic, unnatural, or exhibiting specific patterns that betray its machine origin, making content feel less engaging and authentic.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing artifacts like exaggerated symbolism, promotional language, superficial analysis, vague attributions, and repetitive sentence structures.
  • Natural Language Rewriting: Rephrases problematic sentences and paragraphs to adopt a more human-like tone, varied sentence rhythm, and authentic voice.
  • Use Case: You've received a draft report from an AI assistant and need to ensure it reads like a human wrote it for a company blog post, making it more relatable to the target audience.

Quick Start

Please humanize the following text to remove AI writing traces.

Frequently Asked Questions about humanizer-zh

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI generated Chinese text sound more natural and human?▼

To make AI generated Chinese text sound more natural, this Skill analyzes and rewrites text to remove robotic artifacts like exaggerated symbolism and promotional language. It rephrases sentences to adopt a human-like tone and varied rhythm.

What are common AI writing patterns in Chinese that need to be removed?▼

Common AI writing patterns in Chinese include superficial analysis, vague attributions, repetitive phrasing, and promotional language. The Skill identifies these specific artifacts derived from Wikipedia's signs of AI writing to flag and correct them.

How do I humanize a draft report for a company blog post?▼

To humanize a draft report for a company blog post, provide the text to this Skill. It rewrites problematic paragraphs to ensure the content reads authentically and feels relatable to the target audience.

Can I process Chinese text to remove repetitive sentence structures?▼

Yes, you can process Chinese text to remove repetitive sentence structures. The Skill detects these patterns and rephrases the text to adopt varied sentence rhythm and an authentic voice.

What is the best way to detect and correct exaggerated symbolism in AI text?▼

The best way to detect and correct exaggerated symbolism in AI text is to analyze the content against a comprehensive guide of AI writing signs. The Skill flags these patterns and rewrites them for a natural tone.

Does this text processing tool work without any external dependencies?▼

Yes, this text processing tool works without external dependencies. It utilizes internal scripts and references to analyze and rewrite Chinese text independently.

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