humanizer

Overview

The Humanizer skill detects and corrects Korean AI writing patterns to transform text into natural human writing. Based on the KatFishNet paper achieving 94.88% AUC accuracy, it uses 24 detection patterns across 5 categories to identify and fix AI-generated Korean text while preserving meaning and formality level.

Key Features

• 24 Detection Patterns - Covers punctuation (7 patterns, 94.88% AUC), spacing (3 patterns), POS diversity (3 patterns), vocabulary (7 patterns), and sentence structure (4 patterns)
• Research-Backed Accuracy - Based on the KatFishNet paper (arxiv.org/abs/2503.00032v4) with proven detection accuracy metrics
• Meaning Preservation - Corrects AI patterns while maintaining the original meaning and formality level of the text
• Vocabulary Corrections - Addresses pronoun and demonstrative overuse, subject omission, and other characteristic AI writing markers
• Part of Korean Skills Suite - Complements the grammar-checker (spelling, spacing, grammar, punctuation) and style-guide skills for comprehensive Korean text processing

Who is this for?

This skill is for Korean content creators, writers, and marketers who use AI to draft Korean text and need to make it sound more natural and human-like. It is also valuable for anyone reviewing AI-generated Korean content who wants to reduce detectable AI writing patterns while maintaining the text's original intent.