humanizer SKILL.md skillA
humanizer from toongri/oh-my-toong-playground is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add toongri/oh-my-toong-playground/humanizer@git:20260917.4110dd7Pins git:20260917.4110dd7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- toongri/oh-my-toong-playground
- Path
skills/humanizer/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260917.4110dd7, committed Sep 17, 2026
- First version recorded
- May 14, 2026
- Size
- 20,497 bytes
- Repository stars
- 25
- License
- MIT
Use when editing text to remove AI writing traces or improve naturalness in Korean or English. Triggers: "humanize", "AI 흔적 제거", "사람답게", "자연스럽게 고쳐", "de-AI", "remove AI patterns".
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
# Humanizer: AI Writing Pattern Detection & Correction An editing tool that detects traces of AI-generated text and transforms them into natural human writing. Supports Korean (primary) and English. Based on Wikipedia's "Signs of AI writing" guide and Korean AI writing pattern research, detecting 35+ patterns. ## Quick Reference Cheatsheet Scan this list FIRST during pattern detection. This cheatsheet is SUFFICIENT FOR DETECTION of every pattern; replacement guidance for each pattern code lives in the on-demand reference files (see the routing triggers after Step 3). K17/K18 replacement guidance is inline under `## Always-On Critical Patterns`. ### Korean patterns | Code | Detection cue | Severity | |------|---------------|----------| | K1 | Opening clichés: "오늘날", "현대 사회에서", "급변하는 시대에", "디지털 시대에 접어들면서", "4차 산업혁명 시대", "~에 대해 알아보겠습니다", "~에 대해 살펴보겠습니다", "~를 함께 알아볼까요?", "~에 대해 깊이 파헤쳐 보겠습니다", "이번 글에서는" | P1 | | K2 | Exaggerated modifiers: "혁신적인", "획기적인", "체계적인", "효과적인", "효율적인", "다양한"(2+/para), "풍부한", "탁월한", "놀라운", "뛰어난", "독보적인", "선도적인", "차별화된", "의미 있는", "가치 있는", "핵심적인", "필수적인", "지속 가능한" | P1 | …
Read the whole file at its exact version.
How to install
mdr add toongri/oh-my-toong-playground/humanizer@sha256:cfb79ede0edbfb01The line at the top of this page pins the label git:20260917.4110dd7, 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_3zjeylojbf4scaz2)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 14, 2026 and Sep 17, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260917.4110dd7 latest | 2026-09-17 | 4110dd7 | 20,497 B | A | view · diff |
| git:20260908.2ec781d | 2026-09-08 | 2ec781d | 19,439 B | A | view · diff |
| git:20260622.fb4fe06 | 2026-06-22 | fb4fe06 | 19,427 B | A | view · diff |
| git:20260621.d3b82a0 | 2026-06-21 | d3b82a0 | 18,813 B | A | view · diff |
| git:20260516.bb9f83d | 2026-05-16 | bb9f83d | 47,414 B | A | view · diff |
| git:20260514.be6538d | 2026-05-14 | be6538d | 47,299 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 (20497 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
toongri/oh-my-toong-playground · 25 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3zjeylojbf4scaz2 GET https://markdownregistry.com/api/v1/resolve?ref=toongri/oh-my-toong-playground/humanizer GET https://markdownregistry.com/api/v1/blob/cfb79ede0edbfb0150eea27adc23d24aab3485b5dc85969bf7d0f6b839dde1a1
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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