humanizer

Detect AI writing patterns and rewrite Korean or English drafts for natural tone.

25|1|Updated Jan 14, 2026
One-click install
npx skills add https://github.com/toongri/oh-my-toong-playground --skill humanizer-toongri
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/toongri/oh-my-toong-playground/tree/main/skills/humanizer
Command: npx skills add https://github.com/toongri/oh-my-toong-playground --skill humanizer-toongri

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Humanizer removes AI-sounding traces from Korean and English drafts by scanning for 35+ documented patterns, assigning severity levels, and applying content-type judgment so editors deliver natural prose without inventing facts.

Core Features & Use Cases

  • Pattern catalog and contextual rules: The skill lists Korean and English AI markers, explains detection severity (P1-P3), and enforces content-type heuristics before editing.
  • Mode-aware operations: Audit mode reports detections while rewrite mode edits text directly, always requiring explicit mode and content-type confirmation to honor the intended tone.
  • Use Case: Apply it to blog posts, marketing copy, or technical drafts that feel robotic so you can keep original numbers, citations, and voice while sounding human.

Quick Start

Ask humanizer to audit and rewrite the provided Korean blog draft for AI-free natural tone.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I detect AI writing patterns in Korean and English text?

To detect AI writing patterns in text, you can run an audit that scans drafts for 35+ documented Korean and English markers and assigns severity levels from P1 to P3. The audit outputs a structured report flagging specific stylistic issues.

How do I rewrite AI-generated drafts to sound more natural?

You can rewrite AI-generated drafts to sound natural by using a rewrite mode that applies content-type heuristics and contextual rules to edit text directly. This process adjusts the tone while preserving original numbers and citations.

What is the difference between audit mode and rewrite mode for text-editing?

Audit mode reports AI detections and severity levels without altering the original draft, while rewrite mode directly edits the text to deliver natural prose. Both modes require explicit mode and content-type confirmation before processing.

Can I humanize marketing copy without changing my original citations and numbers?

Yes, you can humanize marketing copy without altering original citations and numbers. The rewriting process applies content-type judgment and contextual rules to adjust stylistic intent while strictly preserving factual data.

Does AI detection work for both Korean and English documentation drafts?

AI detection works for both Korean and English documentation drafts by scanning a catalog of language-specific markers. The system enforces content-type heuristics to accurately evaluate stylistic intent and severity.

When should I not use an AI text humanizer for my blog posts?

You should not use an AI text humanizer when your draft contains highly sensitive factual claims that cannot be independently verified, as the rewriting process focuses on stylistic tone rather than fact-checking underlying data.