humanize-korean SKILL.md skillA
humanize-korean from beefiker/superloopy is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add beefiker/superloopy/humanize-korean@git:20261029.f9b1387Pins git:20261029.f9b1387 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- beefiker/superloopy
- Path
skills/humanize-korean/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261029.f9b1387, committed Oct 29, 2026
- First version recorded
- Aug 20, 2026
- Size
- 9,667 bytes
- Repository stars
- 115
- License
- MIT
Korean prose humanizer for Codex and Superloopy that rewrites Korean text so it sounds naturally human while preserving meaning, register, facts, protected tokens, and evidence. Use when the user asks to remove Korean AI tells, make Korean copy sound human, fix 번역투, remove ChatGPT/Claude/Gemini tone, polish Korean without changing meaning, or says "AI 티 없애줘", "AI 윤문", "번역투 고쳐", "사람이 쓴 것처럼", "humanize Korean", "한글 AI 티 제거", "글 자연스럽게 다듬어줘". Inspired by Korean AI-tell ideas from…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Humanize Korean SUPERLOOPY HUMANIZE KOREAN ENABLED ## What This Skill Is Use this skill as a Korean prose post-editor: it takes already-written Korean text and removes AI-like rhythm, translationese, repetitive endings, formulaic transitions, and over-polished phrasing without changing the underlying message. Shout out to https://github.com/epoko77-ai/im-not-ai for the Korean AI-tell inspiration. This Superloopy version keeps the workflow local, adds protected-span preservation, file-backed audits, and Superloopy evidence receipts. ## Comparison Examples Use these as calibration examples for the amount of change this skill should make. The `Before` side is intentionally more AI-like so the repair shape is obvious: remove stock transitions, translationese, inflated significance claims, and `~인 것입니다`-style endings while preserving product names and facts. | Before | After | | --- | --- | | `결론적으로, Fileloom은 무료로 사용할 수 있는 파일 뷰어 앱이라고 할 수 있습니다.` | `Fileloom은 무료로 사용할 수 있는 파일 뷰어 앱입니다.` | | `이 앱은 PDF, EPUB, DOCX, PPTX, HWP, ZIP 등 다양한 파일 포맷을 열 수 있다는 점에서 주목할 만합니다.` | `이 앱은 PDF, EPUB, DOCX, PPTX, HWP, ZIP 등 다양한 파일 포맷을 열 수 있습니다.` | …
Read the whole file at its exact version.
How to install
mdr add beefiker/superloopy/humanize-korean@sha256:f4befba2094c6079The line at the top of this page pins the label git:20261029.f9b1387, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_g2jfh2t3ev4eqlza)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 20, 2026 and Oct 29, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261029.f9b1387 latest | 2026-10-29 | f9b1387 | 9,667 B | A | view · diff |
| git:20260911.5f6606d | 2026-09-11 | 5f6606d | 7,712 B | A | view · diff |
| git:20260825.0f2ea1b | 2026-08-25 | 0f2ea1b | 7,023 B | A | view · diff |
| git:20260821.fb2d35d | 2026-08-21 | fb2d35d | 6,698 B | A | view · diff |
| git:20260821.0a52b18 | 2026-08-21 | 0a52b18 | 6,243 B | A | view · diff |
| git:20260821.2b5c806 | 2026-08-21 | 2b5c806 | 7,099 B | A | view · diff |
| git:20260820.de58d1d | 2026-08-20 | de58d1d | 7,095 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9667 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
beefiker/superloopy · 115 stars · license MIT · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_g2jfh2t3ev4eqlza GET https://markdownregistry.com/api/v1/resolve?ref=beefiker/superloopy/humanize-korean GET https://markdownregistry.com/api/v1/blob/f4befba2094c6079b36b99e1cb857a1be0ecac589e6cf7abd988854c05ea1bbc
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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