style-fingerprint SKILL.md skillA
style-fingerprint from noah-1106/skills_repo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add noah-1106/skills_repo/style-fingerprint@git:20260830.05341ddPins git:20260830.05341dd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- noah-1106/skills_repo
- Path
skills/style_fingerprint/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260830.05341dd, committed Aug 30, 2026
- First version recorded
- Mar 17, 2026
- Size
- 4,494 bytes
- Repository stars
- 32
- License
- MIT
Analyze and save Chinese writing style fingerprints (v2, zero dependencies). Extracts rhythm, function-word habits, rhetoric patterns and exemplar sentences. NEW in v2: compare (draft vs fingerprint deviation report), merge (multi-text), selftest (regression), exemplar few-shot export, low-confidence marking. 分析并保存中文写作风格指纹（v2，零依赖）。 提取节奏、功能词习惯、句式修辞与范例句。 v2 新增：compare 新稿校验、merge 多文本合并、selftest 回归测试、 范例句导出（few-shot）、小样本置信度标注。.
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
# Style Fingerprint v2 | 写作风格指纹 ## What changed in v2 | v2 变更 | Fix/New | 说明 | |---|---| | Fixed | 反问句检测（v1 正则语序错误，永远返回 0） | | Fixed | 被动语态误伤「由于/自由」 | | Fixed | 省略主语字符类拆词误判 | | Fixed | 隐喻误报（排除副词「好像/似乎」） | | Rewritten | 词汇层：滑窗伪分词 → 封闭集合功能词指纹（疑问/连接/情态/程度/人称/语气词）+ 跨句口头禅候选 | | New | `compare`：新稿 vs 指纹，15 维度偏差报告 + 修正建议（写作质量闸门） | | New | `merge`：多文本合并指纹（按字数加权） | | New | `export` 范例句层：few-shot 例句比规则对 LLM 更有效 | | New | `selftest`：11 项内置回归用例 | | New | <300 字自动标注低置信度 | | Format | 指纹 JSON v2：全部指标改为比率（每百句/每千字），跨文本可比 | ## Recommended workflow | 推荐工作流 ```bash # 1. 提取作者指纹（建议 ≥300 字，多篇可用 merge 合并） python3 style_fingerprint.py analyze --file author_a_1.txt --name 作者A python3 style_fingerprint.py analyze --file author_a_2.txt --name 作者A2 python3 style_fingerprint.py merge --names "作者A,作者A2" --name 作者A综合 # 2. 导出风格指南（规则 + 范例句）给写作 Agent python3 style_fingerprint.py export --name 作者A综合 --output style_guide.md # 3. Agent 写作后，校验新稿是否还原了风格 python3 style_fingerprint.py compare --name 作者A综合 --file draft.txt ``` ## Notes | 注意 - 指纹保存在技能目录 `fingerprints/` 下（自包含设计，拷贝技能即带走数据） - <300 字的样本会标注 low_confidence，结论仅供参考 - compare 一致率是参考值：句式类维度 ±30% 内为 ✅ - 零外部依赖，Python 3.7+ 即可运行
Read the whole file at its exact version.
How to install
mdr add noah-1106/skills_repo/style-fingerprint@sha256:effd44f77a5bf669The line at the top of this page pins the label git:20260830.05341dd, 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_wg2nie2ucocl26yo)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 17, 2026 and Aug 30, 2026, about one every 166 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260830.05341dd latest | 2026-08-30 | 05341dd | 4,494 B | A | view · diff |
| git:20260317.252a620 | 2026-03-17 | 252a620 | 4,256 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 (4494 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
noah-1106/skills_repo · 32 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wg2nie2ucocl26yo GET https://markdownregistry.com/api/v1/resolve?ref=noah-1106/skills_repo/style-fingerprint GET https://markdownregistry.com/api/v1/blob/effd44f77a5bf66938dfc3d027f515f5d4e36a7a147a41d4e2457814fc7b6081
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.
More from noah-1106/skills_repo
Every file in noah-1106/skills_repo