anti-ai-validator

Detect AI writing patterns and suggest refinements for human-like prose.

67|27|Updated Dec 24, 2025
One-click install
npx skills add https://github.com/modu-ai/cc-plugins --skill anti-ai-validator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: anti-ai-validator
Source: https://github.com/modu-ai/cc-plugins/tree/main/plugins/astory-blog-writers/skills/anti-ai-validator
Command: npx skills add https://github.com/modu-ai/cc-plugins --skill anti-ai-validator

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of AI-generated text that can be detected by its predictable patterns, unnatural phrasing, and lack of genuine human voice, ensuring content meets high standards of originality and readability.

Core Features & Use Cases

  • Pattern Detection: Identifies and flags common AI writing markers like repetitive sentence structures, overused phrases (e.g., "~를 넘어"), and speculative language.
  • Vocabulary & Structure Analysis: Checks for word repetition within paragraphs, overuse of filler words, and uniform sentence length or connector usage.
  • Use Case: Before publishing a blog post or technical documentation, run it through this validator to ensure it sounds natural, avoids AI tells, and adheres to established writing standards, enhancing credibility and reader engagement.

Quick Start

Use the anti-ai-validator skill to check the provided text for AI writing patterns.

Frequently Asked Questions about anti-ai-validator

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

FAQPage Schema
How do I check my text for AI writing patterns before publishing?

To eliminate AI-generated patterns, analyze text for repetitive sentence structures, overused phrases, and vocabulary repetition. This validator identifies specific linguistic markers, structural predictability, and speculative language to ensure human-like quality in professional communication.

What are common AI detection markers in written content?

Common AI detection markers include uniform sentence length, overuse of filler words, repetitive vocabulary within paragraphs, and predictable connector usage. The validator flags these linguistic markers and structural predictability to help refine content into authentic human prose.

How do I refine my blog content to sound more natural and human?

Refine blog content to sound natural by running it through a validator that checks for word repetition, unnatural phrasing, and lack of genuine voice. It provides actionable suggestions to eliminate AI tells and enhance reader engagement for professional communication.

Does this content validation tool check for vocabulary repetition and filler words?

Yes, content validation checks for word repetition within paragraphs, overuse of filler words, and uniform sentence length. It analyzes vocabulary usage and structural predictability, providing actionable suggestions to eliminate AI-generated patterns and ensure writing quality.

Can I use this validator on technical documentation to improve readability?

Yes, you can validate technical documentation to improve readability by identifying repetitive sentence structures and overused phrases. It ensures documentation sounds natural, avoids AI tells, and adheres to established writing standards, enhancing overall credibility.