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HalseyYang
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de-ai-ify

Rewrites AI-generated Chinese text into natural human writing style.

1|Updated Jul 13, 2026
Search Tags:#writing#tone#copywriting#chinese#ai detection#rewrite#humanize
One-click install
npx skills add https://github.com/HalseyYang/Skills-HY --skill de-ai-ify-halseyyang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: de-ai-ify
Source: https://github.com/HalseyYang/Skills-HY/tree/main/humanize-zh
Command: npx skills add https://github.com/HalseyYang/Skills-HY --skill de-ai-ify-halseyyang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated Chinese text often reads as mechanical and formulaic, with rigid structures like "首先/其次/最后" and overly polished sentences that readers instantly recognize as machine-written. This Skill rewrites such text into natural, conversational human writing. ## Core Features & Use Cases - Structural De-patterning: Breaks formulaic AI structures (numbered lists, parallel sentences) into varied, natural flow with mixed sentence lengths. - Tone Humanization: Injects colloquialisms, personal anecdotes, emotional markers, and subjective opinions to add authentic voice. - Vocabulary Replacement: Provides mapping tables converting stiff AI connectors ("此外", "然而", "综上所述") into casual equivalents ("还有啊", "但问题是", "说白了"). - Use Case: You drafted a product review or WeChat article with an AI assistant and it sounds robotic. Paste the text and get a version that reads like a friend wrote it, complete with a self-check checklist. ## Quick Start Rewrite this AI-generated article to remove the robotic tone and make it sound like natural human writing.

Frequently Asked Questions about de-ai-ify

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

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

Break formulaic structures like "首先/其次/最后", mix short and long sentences, and add colloquial phrases such as "说白了" or "老实说". Including personal experiences and emotional markers also makes the text read as authentically human.

What are the signs of AI-written Chinese text?▼

Common signs include rigid numbered structures, uniform sentence lengths, formal connectors like "此外" and "综上所述", and generic closings like "希望本文对您有所帮助". The text lacks personal anecdotes, emotion, and natural rhythm variation.

Can this rewriting approach work for English text?▼

The principles of breaking perfect structure and adding personal voice apply broadly, but the specific vocabulary tables and colloquialisms in this Skill are Chinese-language only. English rewriting would need its own connector and idiom mappings.

Does humanizing text change its original meaning?▼

No, the rewriting preserves the core information and arguments while changing only style, tone, and phrasing. Facts and conclusions stay intact; only the delivery becomes more conversational and personal.

When should I not remove the formal tone from text?▼

Avoid de-AI-ifying formal documents such as legal contracts, academic papers, regulatory filings, or official business correspondence. These contexts require precise, standardized language where colloquialisms would be inappropriate.

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