writing-anti-ai

Identify and remove AI writing patterns from English and Chinese prose.

13|1|Updated Apr 14, 2026
One-click install
npx skills add https://github.com/debug-zhuweijian/ai-research-toolkit --skill writing-anti-ai-debug-zhuweijian
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writing-anti-ai
Source: https://github.com/debug-zhuweijian/ai-research-toolkit/tree/main/modules/04-writing/skills/writing-anti-ai
Command: npx skills add https://github.com/debug-zhuweijian/ai-research-toolkit --skill writing-anti-ai-debug-zhuweijian

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The skill helps writers transform AI-generated text into natural, human-sounding prose across English and Chinese, reducing detectability of machine patterns and improving readability.

Core Features & Use Cases

  • Eliminate AI writing patterns in prose to sound more human.
  • Supports both English and Chinese for bilingual editing.
  • Use cases include polishing academic, professional, and content pieces before publication.

Quick Start

Provide a draft in English or Chinese and ask to 'humanize this text' to rephrase it for natural readability.

Frequently Asked Questions about writing-anti-ai

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

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

You can humanize AI-written text by applying rules that eliminate filler phrases, avoid repetitive structures, and improve rhythm. This editing process transforms machine-generated drafts into natural prose while preserving the original meaning.

What are common AI writing patterns to avoid in professional content?

Common AI writing patterns include excessive filler phrases, repetitive sentence structures, and unnatural rhythm. Removing these patterns from professional and academic materials reduces the detectability of machine generation and improves overall readability.

Can I edit both English and Chinese text to remove AI writing patterns?

Yes, bilingual editing supports both English and Chinese text to remove AI writing patterns. It applies humanization rules across both languages for academic, professional, and online materials before publication.

How do I humanize academic drafts before publication?

To humanize academic drafts before publication, provide your text and request editing to reduce filler phrases and repetitive structures. This improves prose rhythm and ensures the content reads naturally while maintaining academic meaning.

What is the best way to reduce AI detectability in online content?

The best way to reduce AI detectability in online content is to edit for natural rhythm and eliminate repetitive structures. Transforming machine-generated prose into human-sounding text improves readability and minimizes machine patterns.