Home / epoko77-ai / im-not-ai · skills/humanize/SKILL.md · GitHub

humanize skillA

humanize is agent-read markdown (skill) from epoko77-ai/im-not-ai: AI가 쓴 한글 텍스트를 자연스럽게 윤문하는 진입 명령. humanize-korean 파이프라인을 shim 의 route_hint 가 정한 경로(light 1콜 · standard 2콜 · heavy 3+콜)로 실행하고 `--strict`면 heavy 고정. 트리거 — "/humanize"..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# /humanize — 한글 AI 티 제거

`humanize-korean` 스킬을 발동해 인자로 전달된 한글 텍스트(또는 파일)에 윤문을 실행한다.

## 입력
$ARGUMENTS

## 동작
1. 인자가 비면: "윤문할 텍스트를 붙여넣어 주세요" 안내 후 종료.
2. 인자가 파일 경로(.txt/.md)면 `Read`로 본문 로드.
3. 인자가 텍스트면 그대로 입력으로 사용.
4. `humanize-korean` 스킬 SKILL.md 절차(Phase 0 → 결과 전달)를 따른다 — 경로는 **route_hint**(light|standard|heavy)가 정하고, `--strict` 시 heavy 고정.
5. 결과 전달:
   - 한 줄 상태(변경률 / 등급 / 자체검증 통과)
   - 윤문본 본문(마크다운 블록)
   - 카테고리별 탐지 건수 before/after
   - 주요 변경 하이라이트 3~5건
   - 등급 B 이하면 "`/humanize-redo`로 2차 윤문 가능" 안내

## 옵션 (인자 끝에 자연어로)
- `장르: 칼럼|리포트|블로그|공적` — 장르 명시 (생략 시 첫 300자로 자동 추정)
- `강도: 보수|기본|적극` — 윤문 강도 (기본값: 기본)
- `최소심각도: S1|S2|S3` — 탐지 임계값 (기본값: S2)
- `--strict` — 정밀 3콜(진단→겨냥 윤문→finalize) 강제

## 참고
- 분류 체계: `humanize-korean/references/ai-tell-taxonomy.md`
- 윤문 처방: `humanize-korean/references/rewriting-playbook.md`

Read the whole file at its exact version.

How to install

Latest version
mdr add epoko77-ai/im-not-ai/humanize@git:20260901.be4de62
Exact content
mdr add epoko77-ai/im-not-ai/humanize@sha256:be786276eb870716

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wo6sbjurz4gnebjp.svg)](https://markdownregistry.com/a/art_wo6sbjurz4gnebjp)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260901.be4de62 latest2026-09-01 be4de62 1,750 BA view · diff
git:20260818.1b54f412026-08-18 1b54f41 1,719 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1750 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

GitHub

epoko77-ai/im-not-ai · 5,687 stars · license MIT · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wo6sbjurz4gnebjp
GET https://markdownregistry.com/api/v1/resolve?ref=epoko77-ai/im-not-ai/humanize
GET https://markdownregistry.com/api/v1/blob/be786276eb870716ff1834c5043a992f773e3c607e229ea86490c40676bb933f

Your agent 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.

More from epoko77-ai/im-not-ai

CLAUDE.md claude
epoko77-ai/im-not-ai · CLAUDE.md
git:20260922.5f2648e · audit A · 5,687 stars
humanize-korean skill
epoko77-ai/im-not-ai · codex/skills/humanize-korean/SKILL.md · AI(ChatGPT·Claude·Gemini)가 쓴 한글 텍스트를 사람이 쓴 글처럼 윤문한다. 번역투·영어 인용 과다·기계적 병렬·관용구·피동 남용·접속사 남발·리듬 균일·이모지/불릿 과다 등 10대 카테고리…
git:20260922.5f2648e · audit A · 5,687 stars
commit-ko skill
epoko77-ai/im-not-ai · extras/skills/commit-ko/SKILL.md · AI(Claude 등)가 제안한 한글 커밋 메시지의 사무적·번역투 어휘("~을 수행함", "~을 진행함", "~적 개선을 실시함" 등)를 실제 개발자가 쓰는 자연스러운 한국어 커밋 메시지로 다듬는 스킬…
v0.1.0 · audit A · 5,687 stars
humanize-korean skill
epoko77-ai/im-not-ai · skills/humanize-korean/SKILL.md · AI(ChatGPT·Claude·Gemini 등)가 쓴 한글 텍스트를 "사람이 쓴 글처럼" 윤문해주는 오케스트레이터 스킬. 번역투·영어 인용 과다·기계적 병렬·관용구·피동태 남용·접속사 남발·리듬…
v2.3.2 · audit A · 5,687 stars
humanize-redo skill
epoko77-ai/im-not-ai · skills/humanize-redo/SKILL.md · 가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. humanize-korean strict 윤문(Phase B)을 기존 run_id에 재실행해 잔존 finding을 처리한다…
git:20260818.1b54f41 · audit A · 5,687 stars
humanize-scan skill
epoko77-ai/im-not-ai · skills/humanize-scan/SKILL.md · 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…
git:20260922.5f2648e · audit A · 5,687 stars

Every file in epoko77-ai/im-not-ai

Other files named humanize

humanize skill
fcakyon/claude-codex-settings · plugins/humanize/skills/humanize/SKILL.md · This skill should be used when writing or revising text, including responses, documentation, comments, emails, posts…
git:20260808.7353509 · audit A · 1,153 stars
humanize skill
aperivue/medsci-skills · skills/humanize/SKILL.md · Detect and remove AI writing patterns from academic manuscripts and response-to-reviewers letters. Scans for 27 common…
git:20260728.214054b · audit A · 314 stars
humanize skill
3x-haust/oh-my-design · skills/humanize/SKILL.md · Rewrite chat, assistant replies, UI copy, pages, essays, and documentation into natural, situation-aware discourse…
git:20260915.201bd92 · audit A · 190 stars
humanize skill
uchicago-dsi/ai-sci-skills · skills/humanize/SKILL.md · Edit prose so it sounds like the author and reads plainly - stripping formulaic AI phrasing and replacing jargon with…
v2.1.0 · audit A · 20 stars
humanize skill
kalyvask/winning-writing · skills/humanize/SKILL.md · Makes a draft read like a real human typed it — adds asymmetry, light contractions, and (rarely) one safe typo. Use…
git:20260507.71b2c7e · audit A · 16 stars
humanize skill
richfrem/agent-plugins-skills · plugins/dev-utils/skills/humanize/SKILL.md · This skill should be used when the user wants to "humanize this", "make this sound less AI", "rewrite this naturally"…
git:20260601.9a7ab31 · audit A · 6 stars
humanize skill
khaledsaeed18/dotclaude · .claude-plugin/plugins/thesis/skills/humanize/SKILL.md · Rewrite prose that reads as machine-generated so it reads as the writer, without changing what it says or adding any…
git:20260921.3cfc2b3 · audit A · 5 stars

Browse by kind, by grade A, or by owner.