humanizer-zh

Remove AI-generated writing patterns from text to enhance naturalness.

1.1k|99|Updated Feb 12, 2026
One-click install
npx skills add https://github.com/dp-archive/archive --skill humanizer-zh-dp-archive
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/dp-archive/archive/tree/main/seed_skills/humanizer-zh
Command: npx skills add https://github.com/dp-archive/archive --skill humanizer-zh-dp-archive

SYSTEM DOCUMENTATION & REQUIREMENTS

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 symbolism, promotional language, superficial "-ing" analyses, vague attributions, and repetitive structures.
  • Text Rewriting: Rephrases problematic sentences and paragraphs to inject personality, vary sentence structure, and improve flow.
  • Use Case: You've received a draft report that sounds a bit too much like a machine wrote it. Use this Skill to refine the language, add a more human touch, and ensure the core message is conveyed authentically.

Quick Start

Please humanize the following text to remove AI writing痕迹.

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 my text?

To remove AI writing patterns, this Skill detects and rewrites specific linguistic markers like exaggerated symbolism, promotional language, and repetitive structures. It refines problematic sections to inject personality and ensure your text reads with natural, human-like expression.

What makes content sound like AI generated it?

AI generated content typically features superficial analyses, vague attributions, and formulaic -ing sentence structures. This Skill identifies these specific stylistic tics and rewrites the problematic paragraphs to improve flow and establish authentic communication.

How do I make a draft report sound more natural and human?

Making a draft report sound more natural involves identifying robotic phrasing and varying sentence structure. This Skill processes your draft to rephrase overly formulaic sections, adding a human touch while ensuring the core message is conveyed authentically.

Does this text humanizer work on Chinese content?

Yes, this text humanizer targets AI writing痕迹 specifically within Chinese content. It refines the natural language by addressing linguistic markers common in AI generated Chinese text, enhancing overall flow and personality for authentic communication.

What are the limitations of using AI to humanize text?

The limitation of using a text humanizer is that it specifically targets predefined AI writing patterns like promotional language and vague attributions. It cannot invent new core information; it strictly rewrites existing problematic sections to improve flow and naturalness.