Is this skill specifically for the Korean language?

Yes, this skill is specifically optimized for Korean linguistic nuances and the unique patterns found in Korean AI language model outputs.

Does it automatically change my content?

The skill identifies issues and provides a detailed validation report with suggested corrections and alternatives, allowing you to review and apply changes selectively.

What is the primary focus of the Anti-AI Validator?

It focuses on identifying and replacing common Korean AI-generated linguistic markers, such as the phrase '~를 넘어' (beyond) and repetitive sentence structures, to make text sound more human.

What is the vocabulary rotation system?

It implements a 'three-word rule' that tracks word frequency to ensure the same word isn't used more than twice in a paragraph, preventing the repetitive feel typical of AI drafts.

Can this skill handle technical terminology?

Yes, it identifies overused abstract terms like 'paradigm' or 'innovation' and suggests more concrete, technical alternatives to ground your writing in factual evidence.

Anti-AI Validator

Name: Anti-AI Validator
Author: modu-ai

bymodu-ai

•

Content Management

Audits and refines Korean AI-generated text by detecting and removing robotic patterns, overused vocabulary, and unnatural sentence structures.

The Anti-AI Validator is a specialized content quality assurance skill designed to transform AI-generated Korean text into natural, human-like writing. It employs a rigorous four-stage scanning process that targets high-frequency AI markers such as the overused '~를 넘어' (beyond) phrase, repetitive sentence lengths, and vague speculative language. By providing contextual synonyms and structural rewrite suggestions, it ensures that technical blogs and documentation maintain a professional, authoritative tone that avoids typical AI detection flags while significantly improving overall readability and audience engagement.

Key Features

01Vocabulary rotation system to eliminate word repetition within paragraphs.

02Four-stage scanning process covering patterns, vocabulary, structure, and corrections.

03Advanced detection of high-frequency AI markers like '~를 넘어' and speculative endings.

04Detailed validation reports with specific rewrite suggestions and context-aware alternatives.

0516 GitHub stars

06Sentence structure analysis to ensure varied lengths and natural rhythmic distribution.

Use Cases

01Polishing AI-generated technical blog posts for a natural and professional Korean reading experience.

02Removing robotic speculative language and abstract metaphors from professional business reports.

03Validating documentation to ensure it meets human-level quality standards before final publishing.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add modu-ai/cc-plugins anti-ai-validator

For use in Claude.ai and ChatGPT

Download Skill