nook-humanizer-zh-review SKILL.md skillA
nook-humanizer-zh-review from captain-nook/nook_skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add captain-nook/nook_skills/nook-humanizer-zh-review@git:20260613.1cbc580Pins git:20260613.1cbc580 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- captain-nook/nook_skills
- Path
nook-humanizer-zh-review/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260613.1cbc580, committed Jun 13, 2026
- First version recorded
- Jun 13, 2026
- Size
- 4,906 bytes
- Repository stars
- 16
- License
- MIT
审校和改写中文内容，去除 AI 味，保留 nook 的真实判断、具体细节和渠道风格。作为子审校技能用于最终风格审校、去 AI 味审校、人味审校和润色，适用于公众号文章、长文稿、视频转录稿、口播稿及其他 nook 内容。.
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
# nook-humanizer-zh-review Use this skill as a focused review layer for Chinese anti-AI-flavor editing. It is not a writing skill, title skill, or structure-design skill. It does not decide the article angle, video core line, publishing metadata, or content format. The parent skill keeps control of the content form; this skill checks whether the final language still sounds like AI. ## Core Position AI flavor is not only a word-choice problem. In nook content, it usually comes from four failures: 1. The text uses familiar AI patterns: filler transitions, exaggerated significance, neat triplets, false contrasts, promotional language, assistant-like politeness, and generic positive endings. 2. The text is too smooth: every paragraph lands cleanly, every sentence has the same rhythm, and the ending summarizes instead of adding judgment. 3. The text lacks anchors: it has concepts and claims but not enough concrete actions, actual observations, editing decisions, failures, tool interactions, or named sources. 4. The text performs personality: it adds fake oral language, staged emotion, or dramatic examples instead of real human judgment. …
Read the whole file at its exact version.
How to install
mdr add captain-nook/nook_skills/nook-humanizer-zh-review@sha256:ec18bdc000130f7cThe line at the top of this page pins the label git:20260613.1cbc580, 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_ctusji2ejtyf5bl7)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Jun 13, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260613.1cbc580 latest | 2026-06-13 | 1cbc580 | 4,906 B | A | view · diff |
| git:20260613.1cba6a3 | 2026-06-13 | 1cba6a3 | 4,957 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 (4906 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
captain-nook/nook_skills · 16 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ctusji2ejtyf5bl7 GET https://markdownregistry.com/api/v1/resolve?ref=captain-nook/nook_skills/nook-humanizer-zh-review GET https://markdownregistry.com/api/v1/blob/ec18bdc000130f7c8d7399d1e0158caaf7e48e22a199f0d9fb1cf90777cd70ba
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.