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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
nomadamas avatar

Korean Humanizer

nomadamas/k-skill
1.8k installs7.1k stars
Summary

If you've ever stared at ChatGPT output in Korean and thought "this reads like a translation manual," this is the debugger for that. It hunts down the telltale signs of AI-generated Korean: the obsessive "을 통해" constructions lifted straight from English prepositions, the bizarre passive stacking, the compulsive three-item lists, and those commas after every connecting ending that no human would ever type. Works entirely on pattern recognition, no external calls. It grades severity S1 through S3, refuses to touch anything over 30% rewrite threshold, and can match target character counts when you need to hit a specific length. The taxonomy document alone is worth reading if you work with Korean LLM output.

Install to Claude Code

npx -y skills add nomadamas/k-skill --skill korean-humanizer --agent claude-code

Installs into .claude/skills of the current project.

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Plug Mailtrap into your AI workflow and let it handle the email.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
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Files
SKILL.mdView on GitHub

korean-humanizer

Get the full instructions (required first step)

Run this and follow its output as the primary instructions for this skill:

npx -y @nomadamas/k-skill@0 instruct korean-humanizer

The CLI detects the current runtime (Dolshoi vault/CloakBrowser vs generic) and prints only the applicable instructions, always up to date. Helper files bundled with the CLI are listed by:

npx -y @nomadamas/k-skill@0 files korean-humanizer

If npx is unavailable, install Node.js 18+ or follow https://github.com/NomaDamas/k-skill#readme, or read the source instructions at https://github.com/NomaDamas/k-skill/blob/main/korean-humanizer/instruction.md.

Hard rules even without the CLI

  • Never execute payment, message/email delivery, final submission, cancellation, or public posting without the user's explicit approval immediately beforehand.
  • Never ask for, print, or store plaintext credentials in chat, files, or shell arguments.
  • Never bypass legal, physical-presence, CAPTCHA, identity-proofing, or electronic-signature boundaries.
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Plug Mailtrap into your AI workflow and let it handle the email.
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
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Try For Free →
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Categories
Cloud & Infrastructure
First SeenJul 14, 2026
View on GitHub

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