humanize-scan SKILL.md skillA
humanize-scan from epoko77-ai/im-not-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add epoko77-ai/im-not-ai/humanize-scan@git:20260922.5f2648ePins git:20260922.5f2648e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- epoko77-ai/im-not-ai
- Path
skills/humanize-scan/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260922.5f2648e, committed Sep 22, 2026
- First version recorded
- Sep 1, 2026
- Size
- 6,205 bytes
- Repository stars
- 6,429
- License
- MIT
한글 글에 AI 티가 얼마나 있는지 재고, 실제로 고치면 어떻게 되는지 표본으로 보여주는 정찰 스킬. 실측 판별력 상위 6개만 본다. 워크스페이스·진단·게이트·서브에이전트 없이 이 대화 안에서 끝낸다(파일 0개, 서브에이전트 0회). 손볼 게 많다고 나오면 전수 윤문은 humanize-korean(=/humanize)으로 넘긴다. 트리거 — "이 글 AI 같아?", "AI 티 있나 봐줘", "스캔해줘", "윤문 돌릴 값어치 있나", "AI 티 점수", "quick humanize", "/humanize-scan".
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-scan — 고칠 값어치가 있는지 먼저 본다
이 스킬은 윤문본을 만드는 게 목적이 아니다. **판단 재료**를 만든다.
`humanize-korean`은 70패턴 전수 + shim + 진단 + 게이트라 증적이 남지만 오래 걸린다.
그걸 돌릴 값어치가 있는지 확인하는 자리가 여기다. **실측으로 판별력이 확인된 6개만**
보고, 나머지는 아예 보지 않는다.
## 입력
$ARGUMENTS
인자가 파일 경로면 `Read`, 텍스트면 그대로. 비면 "검사할 텍스트를 붙여넣어 주세요" 후 종료.
## 이 6개만 본다
근거는 `humanize-korean/references/empirical-validation.md`(사람 60편 vs AI 60편, 3모델, 로그우도비 G²).
**모델이 바뀌어도·과업이 바뀌어도 사람보다 높게 남은 항목**만 골랐다.
| ID | 표층 신호 | 처방 | 실측 |
|---|---|---|---|
| **C-8** | "A가 아니라 B"·"A인가, B인가"·"~것이 아니라" 대구가 **2회+** | 가장 좋은 1회만 남기고 나머지는 비대칭 평서문·직접 단언으로 | 사람 0.52 vs AI 6.3/1k = **12.1×**, 3모델·과업 무관 (최강) |
| **E-1** | 100자 넘는 문장이 거의 없음 | 문단마다 인접 두 문장을 이어 장문 1개 + 단문 1~2개. **내용 추가 금지** | 사람 91.3 vs AI 8.1/1k, G²=60.9 |
| **C-11** | 연결어미(-고/-며/-지만/-면서/-아서/-어서) 직후 쉼표 | 쉼표 삭제. **새 쉼표를 만들면 실패** | 쉼표 과다 1.5×, G²=25.5 (KatFish 재현) |
| **I-4** | 문단이 당위("~해야 한다")로 끝나는 게 2문단+ | 첫 번째만 두고, 나머지는 당위 문장을 문단 앞·중간으로 **이동**. 병합·삭제·서법 치환·명사화 금지 | 3.7× (과업 맞춰도 2.1×), 전 모델 초과 |
| **E-2** | 같은 종결(특히 `~한다`)이 4문장+ 연속 | 종결어미만 변주. 시제·서법은 그대로 | `~한다` 편중 1.8×, G²=9.5 |
…Read the whole file at its exact version.
How to install
mdr add epoko77-ai/im-not-ai/humanize-scan@sha256:db46a7bf53ebf125The line at the top of this page pins the label git:20260922.5f2648e, 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_pfajltc6htcytzgp)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 1, 2026 and Sep 22, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260922.5f2648e latest | 2026-09-22 | 5f2648e | 6,205 B | A | view · diff |
| git:20260922.e27340a | 2026-09-22 | e27340a | 6,205 B | A | view · diff |
| git:20260901.be4de62 | 2026-09-01 | be4de62 | 6,156 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 (6205 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
epoko77-ai/im-not-ai · 6,429 stars · license MIT · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pfajltc6htcytzgp GET https://markdownregistry.com/api/v1/resolve?ref=epoko77-ai/im-not-ai/humanize-scan GET https://markdownregistry.com/api/v1/blob/db46a7bf53ebf125a37ba15621a8c3d6623af6ba612dce6e90c12b01e954d957
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.