📋 Humanizer Ko
Detects and corrects Korean AI writing patterns to transform text into natural human writing. Based on scientific linguistic research (KatFishNet paper with 94.88% AUC accuracy). Analyzes 19 patterns including comma overuse, spacing rigidity, POS diversity, AI vocabulary overuse, and structural mono
npx playbooks add skill daleseo/humanizer-ko --skill humanizer-ko
About Humanizer Ko
Detects and corrects Korean AI writing patterns to transform text into natural human writing. Based on scientific linguistic research (KatFishNet paper with 94.88% AUC accuracy). Analyzes 19 patterns including comma overuse, spacing rigidity, POS diversity, AI vocabulary overuse, and structural mono
The 41-word prompt provides structured developer workflow guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Streamlining git workflows and commit conventions
- Setting up CI/CD pipelines and deployment scripts
- Managing monorepos and multi-package projects
- Automating release notes and changelogs
Example Prompts
System Prompt (41 words)
Detects and corrects Korean AI writing patterns to transform text into natural human writing. Based on scientific linguistic research (KatFishNet paper with 94.88% AUC accuracy). Analyzes 19 patterns including comma overuse, spacing rigidity, POS diversity, AI vocabulary overuse, and structural mono
Frequently Asked Questions
What is Humanizer Ko?
Humanizer Ko is a free developer workflow skill for AI coding agents. Detects and corrects Korean AI writing patterns to transform text into natural human writing. Based on scientific linguistic research (KatFishNet paper with 94.88% AUC accuracy). Analyzes 19 patterns including comma overuse, spacing rigidity, POS diversity, AI vocabulary overuse, and structural mono. It provides a specialized system prompt that configures your agent with developer workflow expertise.
How do I use Humanizer Ko with Claude Code?
Run npx playbooks add skill daleseo/humanizer-ko --skill humanizer-ko in your terminal to install Humanizer Ko into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Humanizer Ko?
Humanizer Ko is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Humanizer Ko free to use?
Yes, Humanizer Ko is completely free and open source. The full source is available on GitHub at https://github.com/daleseo/humanizer-ko/tree/main/SKILL.md. You only need a subscription to the AI agent you use it with.
