writing-anti-ai

Detect and correct AI-generated writing patterns in English and Chinese text.

2|Updated Jul 9, 2026
One-click install
npx skills add https://github.com/koki3141/codex-global-skills --skill writing-anti-ai-koki3141
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writing-anti-ai
Source: https://github.com/koki3141/codex-global-skills/tree/main/writing-anti-ai
Command: npx skills add https://github.com/koki3141/codex-global-skills --skill writing-anti-ai-koki3141

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps remove AI-generated writing patterns, making text sound more natural and human-written.

Core Features & Use Cases

  • Detects AI Writing Patterns: Identifies and eliminates predictable AI writing patterns, including inflated symbolism, promotional language, and superficial analyses.
  • Supports English and Chinese: Offers language-specific detection and correction.
  • Use Cases: Suitable for editing AI-generated content, reviewing text before publication, and enhancing academic or professional writing.

Quick Start

Run the writing-anti-ai skill to remove AI-generated patterns from your text.

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 from generated text, run the writing-anti-ai skill to detect and correct predictable structures like inflated symbolism and promotional language. It enhances text humanization by identifying superficial analyses and replacing them with natural phrasing.

What are common AI writing patterns to look for in English and Chinese text?

Common AI writing patterns in English and Chinese text include inflated symbolism, promotional language, and superficial analyses. The skill provides language-specific detection to identify these predictable structures and corrects them to make the content sound more human-written.

Can I use this for humanizing Chinese text or does it only support English?

You can use this skill for humanizing Chinese text as well as English. It offers language-specific detection and correction, ensuring that AI-generated writing patterns are accurately identified and eliminated in both languages before publication.

How do I check if my text sounds like AI before publishing it?

To check if your text sounds like AI before publishing, run the skill to review the content for predictable AI-generated patterns. It detects inflated symbolism and superficial analyses, providing corrections that enhance academic or professional writing for a natural tone.

Are there limitations to automated text humanization for professional writing?

Automated text humanization for professional writing is limited to detecting and correcting known AI patterns like promotional language and superficial analyses. While it enhances natural phrasing, users should still manually review the output to ensure context-specific accuracy and tone.