writing-anti-ai

Detect and replace AI writing patterns in English and Chinese text.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/AnXueHua/auto-research --skill writing-anti-ai-anxuehua
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writing-anti-ai
Source: https://github.com/AnXueHua/auto-research/tree/main/skills/writing-anti-ai
Command: npx skills add https://github.com/AnXueHua/auto-research --skill writing-anti-ai-anxuehua

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill removes artificial AI writing signatures from English and Chinese text, turning stiff, formulaic prose into natural, human‑like language.

Core Features & Use Cases

  • Pattern detection: Identifies inflated symbolism, promotional language, vague attributions, superficial -ing analyses, AI‑specific vocabulary, and structural quirks.
  • Bilingual support: Works for both English and Chinese documents.
  • Scoring system: Offers a quick 1‑10 rating across directness, rhythm, trust, authenticity, and density.
  • Use cases: Editing AI‑generated articles, polishing academic papers, refining marketing copy, or preparing any content for publication.

Quick Start

Ask the skill to rewrite a paragraph so it sounds natural and free of AI writing patterns.

Frequently Asked Questions about writing-anti-ai

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

FAQPage Schema
How do I remove AI writing patterns from generated text?

To remove AI writing patterns, the skill scans English or Chinese passages for inflated symbolism, promotional language, and vague attributions, substituting them with concise, direct alternatives while preserving the original meaning.

What are common AI writing signatures in English and Chinese text?

Common AI writing signatures include inflated symbolism, promotional language, vague attributions, superficial -ing analyses, AI-specific vocabulary, and structural quirks that make prose sound stiff and formulaic.

How do I humanize AI-generated articles for publication?

You humanize AI-generated articles by applying pattern detection to identify and replace artificial signatures with natural, human-like language, refining the prose for directness, rhythm, trust, authenticity, and density.

Does this text humanization approach work for both English and Chinese documents?

Yes, this text humanization approach works for both English and Chinese documents, detecting defined AI patterns and substituting concise alternatives in either language while preserving the original meaning.

How do I evaluate the authenticity of my rewritten text?

You evaluate rewritten text authenticity using a 1-10 scoring system that rates directness, rhythm, trust, authenticity, and density, helping you verify the prose reads as natural and human-like.

What is the best way to polish marketing copy to remove promotional AI language?

The best way to polish marketing copy is to detect promotional language and vague attributions, substituting them with concise, direct alternatives that preserve the original meaning while sounding natural and human.