humanizer-zh

Removes AI writing patterns from text while preserving meaning and voice.

Updated Feb 13, 2026
One-click install
npx skills add https://github.com/Dante-dan/dan-skills --skill humanizer-zh-dante-dan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/Dante-dan/dan-skills/tree/main/vendor-backup/humanizer-zh
Command: npx skills add https://github.com/Dante-dan/dan-skills --skill humanizer-zh-dante-dan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes common signs of AI-generated writing from text, helping users create clearer, more natural, and more authentic human-style content.

Core Features & Use Cases

  • AI Pattern Detection: Identifies common AI writing habits such as inflated language, vague claims, repetitive structures, excessive transitions, and formulaic phrasing.
  • Natural Rewriting: Revises problematic sections while preserving meaning, intended tone, and the original message.
  • Use Case: Improve articles, reports, essays, marketing copy, and other written materials that need a more personal and natural voice.

Quick Start

Use the humanizer-zh skill to rewrite the provided text and remove AI writing patterns while keeping the original meaning.

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 text sound more natural and human?

To make AI text sound more natural, use a humanization process that identifies artificial writing patterns like inflated language and formulaic phrasing, then rewrites the content to preserve meaning while improving authentic tone and readability.

What are common AI writing patterns that make text sound robotic?

Common AI writing patterns include inflated language, vague claims, repetitive structures, excessive transitions, and formulaic phrasing. Detecting and revising these specific habits is essential for creating clearer, more authentic human-style content.

How do I rewrite AI content while preserving the original meaning and tone?

Rewriting AI content while preserving meaning requires natural language editing that targets problematic sections for revision. This process maintains the original message, intended voice, and readability while removing artificial patterns from articles, reports, and marketing materials.

Can I use AI text humanization for marketing copy and business reports?

AI text humanization works for marketing copy, business reports, essays, and articles requiring a personal voice. The editing process removes artificial patterns while keeping the original message intact for more authentic written materials.

What is the best way to remove formulaic phrasing from AI generated articles?

The best way to remove formulaic phrasing from AI articles is through natural rewriting that identifies repetitive structures and vague claims. This text editing approach revises problematic sections while preserving the intended meaning and readability.

Does humanizing AI text change the original message and voice?

Humanizing AI text does not change the original message. The rewriting process explicitly preserves the original meaning, intended voice, and readability while only removing artificial AI-generated writing patterns to improve overall tone.