Korean Humanizer

by nomadamas9fade13b1066MIT7.8K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated today

AI가 쓴 티가 나는 한국어 글을 자연스러운 사람 글로 고친다. 번역체, AI 상투어, 과도한 명사화·피동, 3의 법칙, 과장된 의의 부여, 마무리 상투구, 챗봇 잔재, 줄표·곡선따옴표 같은 한국어 특유의 AI 흔적을 심각도(S1/S2/S3)로 분류해 잡아내고 의미는 보존하면서 다시 쓴다. 목표 글자수를 함께 주면(예: "1000자로", length=1000) 그 분량에 맞춰 늘리거나 줄인다. "AI 티 안 나게", "사람이 쓴 것처럼", "자연스럽게 다듬어줘", "번역체 고쳐줘", "어색한 거 고쳐줘", "N자로 맞춰서" 같은 요청에 사용.

Instructions onlyWriting & Content
AI-generated overview

Rewrites AI-sounding Korean text into natural human prose while preserving meaning and optional target length.

What it does
This skill detects and rewrites Korean text that reads as machine-generated, targeting translationese, AI clichés, excessive nominalization and passive voice, rule-of-three phrasing, inflated significance, closing formulas, chatbot residue, and punctuation tells such as em dashes and curly quotes. It classifies each tell by severity (S1/S2/S3) and rewrites the text while preserving meaning. If a target character count is given, it expands or trims the text to fit that length. It is instruction-only and ships no scripts.
When to use it
Use it when Korean writing needs to sound human rather than AI-generated, for example when asked to remove AI tells, make text read as if a person wrote it, smooth awkward phrasing, fix translationese, or fit a specific character count.
Requirements
No scripts are shipped; it is instructions only. The SKILL.md directs the agent to run an npx command to fetch the full instructions, so Node.js 18+ and network access are needed unless the source instructions are read directly.

korean-humanizer

<!-- k-skill:cli-stub — generated by scripts/generate-skill-stubs.js; edit skill.json / instruction.md instead -->

Get the full instructions (required first step)

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

bash
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:

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

Keep the CLI and every coding-agent skill install current (including Vercel Agent Skills) with:

bash
npx -y @nomadamas/k-skill@0 update

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.

Source and attribution

Source:nomadamas/k-skillinkorean-humanizerat commit9fade13

License: MIT

Content belongs to its original authors. SourceWeft indexes it from a public repository.

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