writing-anti-ai

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

55|7|Updated Feb 22, 2026
One-click install
npx skills add https://github.com/xlx777/ccg-scholar --skill writing-anti-ai-xlx777
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writing-anti-ai
Source: https://github.com/xlx777/ccg-scholar/tree/main/templates/skills/writing-anti-ai
Command: npx skills add https://github.com/xlx777/ccg-scholar --skill writing-anti-ai-xlx777

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill identifies and eliminates AI-generated patterns in English and Chinese prose, turning robotic or formulaic text into natural, human-like writing.

Core Features & Use Cases

  • Bilingual support: handles both English and Chinese text with appropriate style adjustments.
  • Pattern detection & rewriting: detects common AI cues and rewrites to improve authenticity without changing core meaning.
  • Voice infusion: encourages injecting personality and perspective to add soul to the text.
  • Use cases: editing drafts for publication, polishing reports, and preparing content for human audience.

Quick Start

Provide the text you want rewritten and specify the language (English or Chinese) and the desired voice.

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 text to make it sound human?

To remove AI writing patterns, provide your text and specify the desired language and voice to rewrite robotic prose into natural, human-like content while preserving the core meaning. The process detects formulaic cues and injects rhythm variation.

Can I humanize both English and Chinese AI-generated drafts for publication?

Yes, you can humanize both English and Chinese drafts by detecting common AI cues and applying appropriate bilingual style adjustments to produce publication-ready text for a human audience.

What is the best way to rewrite AI-generated content without changing its core meaning?

The best way to rewrite AI-generated content without losing meaning is to identify formulaic patterns, apply rhythm variation, and inject a specific voice or personality into the text to improve authenticity.

How do I add voice and personality to make robotic prose sound more natural?

To add voice and personality to robotic prose, infuse personal perspective and adjust rhythm variation during the rewriting process to give the text a more natural, human-written soul.

What common AI traces should I look for when editing drafts for a human audience?

When editing drafts for a human audience, look for common AI traces such as formulaic sentence structures, unnatural rhythm, and lack of voice, which require rewriting to restore a natural human tone.

Does humanizing AI text require specifying a desired voice before rewriting?

Yes, specifying a desired voice is required before rewriting, as it guides the voice infusion process to inject the correct personality and perspective into the text for authentic results.