CLAUDE.mdA
CLAUDE.md from epoko77-ai/im-not-ai is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.
mdr add epoko77-ai/im-not-ai/CLAUDE.md@git:20260923.35d3512Pins git:20260923.35d3512 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- CLAUDE.md file
- Repository
- epoko77-ai/im-not-ai
- Path
CLAUDE.md- Versions recorded
- 6
- Latest version
- git:20260923.35d3512, committed Sep 23, 2026
- First version recorded
- Aug 31, 2026
- Size
- 18,345 bytes
- Repository stars
- 6,429
- License
- MIT
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 KR — AI 한글 티 제거 하네스 (v2.3.2) ## 프로젝트 개요 AI(ChatGPT·Claude·Gemini 등)가 쓴 한글 텍스트를 "사람이 쓴 글처럼" 윤문해주는 3경로 하네스. 번역투·영어 인용 과다·기계적 병렬·관용구·피동태 남용·접속사 남발·리듬 균일성·이모지/불릿 과다 등 10대 카테고리 85개 AI 티 패턴(A-17 hold 1건 포함)을 탐지·분류해 **내용은 한 글자도 건드리지 않고** 문체·리듬·표현만 재작성한다. v2.2부터 shim이 정량 점수로 산출하는 **`route_hint`(light | standard | heavy)** 가 디폴트 경로를 정한다(사용자 명시가 오버라이드). 글의 상태가 콜 수를 정하는 구조로, 구 "fast 1콜 / 정밀 3콜" 이분법을 대체한다. v2.3부터 `verify_gates.py`가 문자율·진단 목표달성·대구 전멸·golden/수치의 4축을 검증한다. Codex도 같은 route_hint와 결정적 게이트를 사용해 light·standard·heavy 전체 경로를 제공한다. - **light (1콜)** — 잘 쓴 글(어휘 티 거의 0). 진단·finalize 생략, 보수 강도 단일 윤문. 손댈 게 거의 없으면 "이미 좋습니다" 조기 종료. - **standard (2콜)** — 보통의 AI 초안. 진단 1콜 + 겨냥 윤문 1콜. finalize 생략이 기본(결정적 변경률 게이트로 대체). 1만자급도 청킹 없이 단일 윤문 콜. - **heavy (3+콜)** — 중증 AI 슬롭 밀집 or 초장문(15,000자 초과) or 검증 증적 필요. 진단 → 윤문(shim이 청크를 2개 이상 만든 경우에만 청크 병렬) → finalize. `--strict`·"정밀 모드"는 이 경로를 강제. **콜 수 절감 원리** — 절감은 모델 티어가 아니라 콜 수에서 온다. 실측: 1만자 글 청킹 7콜 = 610K 토큰 vs 단일 콜 = 134K(품질 동등). 청크마다 룰북·진단이 재로드되는 비용이 폭발 원인. 따라서 **단일 콜 우선, 청킹은 heavy 전용·15,000자 이하 비권장.** ## 철칙 1. **의미 불변 (Fidelity First)** — 사실·주장·수치·고유명사·인용은 100% 원문 보존. …
Read the whole file at its exact version.
How to install
mdr add epoko77-ai/im-not-ai/CLAUDE.md@sha256:6162a53140d8ae11The line at the top of this page pins the label git:20260923.35d3512, 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_linbanc67ktbfrih)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 31, 2026 and Sep 23, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260923.35d3512 latest | 2026-09-23 | 35d3512 | 18,345 B | A | view · diff |
| git:20260922.5f2648e | 2026-09-22 | 5f2648e | 17,482 B | A | view · diff |
| git:20260922.f51116d | 2026-09-22 | f51116d | 17,460 B | A | view · diff |
| git:20260901.be4de62 | 2026-09-01 | be4de62 | 17,395 B | A | view · diff |
| git:20260901.ef45555 | 2026-09-01 | ef45555 | 17,389 B | A | view · diff |
| git:20260831.bcdc3bb | 2026-08-31 | bcdc3bb | 17,421 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (18345 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_linbanc67ktbfrih GET https://markdownregistry.com/api/v1/resolve?ref=epoko77-ai/im-not-ai/CLAUDE.md GET https://markdownregistry.com/api/v1/blob/6162a53140d8ae110bb7b86fa5195df7693e5a99249eb20924a9edb4a476de0d
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