humanizer-zh

Remove AI writing patterns from Chinese text and rewrite it naturally.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill removes the tell-tale signs of AI-generated text, making your writing sound more natural, engaging, and human-written.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing characteristics like inflated language, repetitive structures, and generic phrasing.
  • Natural Language Rewriting: Rephrases AI-generated content to improve flow, inject personality, and enhance readability.
  • Use Case: Paste a draft written by an AI assistant into the tool and receive a revised version that reads as if a human wrote it, suitable for blog posts, marketing copy, or reports.

Quick Start

Use the humanizer-zh skill to rewrite the following AI-generated text to sound more natural.

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 natural, you need to detect and remove inflated symbolism, promotional language, and vague attributions. This process rephrases robotic prose into engaging, human-written language suitable for articles and marketing materials.

What are common AI writing patterns in Chinese content?

Common AI writing patterns in Chinese content include superficial analyses, repetitive structures, generic phrasing, and inflated symbolism. Identifying these robotic characteristics allows you to flag and fix AI vocabulary to improve text flow and readability.

How do I remove promotional language from AI drafted blog posts?

To remove promotional language from AI drafted blog posts, apply natural language rewriting to rephrase the content. This injects personality and enhances readability by fixing vague attributions and generic AI vocabulary, resulting in human-like prose.

Can I use a humanizer tool for Chinese marketing copy?

Yes, you can use a humanizer tool for Chinese marketing copy. It identifies AI writing characteristics and rewrites the content to improve flow, making the marketing materials read as if a human wrote them without the superficial AI analysis.

What is the best way to edit AI generated articles for natural flow?

The best way to edit AI generated articles for natural flow is to use a rewriting process that targets AI vocabulary and repetitive structures. Transforming the text through natural language rewriting ensures the final draft has human personality and engagement.

Why does my AI text have inflated symbolism and vague attributions?

Your AI text has inflated symbolism and vague attributions because these are common characteristics of AI generated content. Detecting these specific patterns allows you to rewrite and transform the robotic prose into natural, engaging human language.