humanizer-zh

Detect and correct 24 common AI writing patterns in text.

14.9k|1.0k|Updated Jan 19, 2026
One-click install
npx skills add https://github.com/op7418/Humanizer-zh --skill humanizer-zh-op7418
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/op7418/Humanizer-zh/tree/main
Command: npx skills add https://github.com/op7418/Humanizer-zh --skill humanizer-zh-op7418

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of making AI-generated text sound more natural and human-like by identifying and correcting common AI writing patterns.

Core Features & Use Cases

  • Identify AI Writing Patterns: Detects 24 common AI writing patterns across content, language, style, and communication.
  • Rewrite Text: Provides guidelines for rewriting text to enhance its naturalness and readability.
  • Use Case: Ideal for editing and reviewing AI-generated content, improving the humanization of articles, and learning to recognize common AI writing cues.

Quick Start

Use the /humanizer-zh command to humanize the following text: [paste your AI-generated text here].

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?

This Skill detects and corrects 24 common AI writing patterns like exaggerated symbolism, promotional language, and excessive dashes to enhance text naturalness and remove AI traces from generated content.

What are common AI writing patterns I should look for in content editing?

Common AI writing patterns include shallow analysis, vague attribution, AI-specific vocabulary, negative parallelism, and three-part structures. This Skill identifies 24 such patterns across content, language, and style for naturalness.

How can I humanize AI-generated content to improve readability?

You can humanize AI-generated content by applying rewriting guidelines that target AI-specific vocabulary and structural cues. This process improves text readability and makes the output sound more human-like.

Does this text rewriting tool work for reviewing and editing workflows?

Yes, this text rewriting tool is designed specifically for editing and reviewing workflows. It analyzes AI-generated content to identify and correct unnatural language, improving overall text quality and humanization.

Why does my AI writing detection show unnatural language and shallow analysis?

AI writing detection often flags unnatural language and shallow analysis because AI models rely on specific vocabulary and structural patterns. This Skill identifies these exact cues to help you rewrite and bypass such detection.