de-ai-polish SKILL.md skillA
de-ai-polish from cat-xierluo/legal-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cat-xierluo/legal-skills/de-ai-polish@v3.2.6Pins v3.2.6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cat-xierluo/legal-skills
- Path
skills/de-ai-polish/SKILL.md- Versions recorded
- 5
- Latest version
- v3.2.6, committed Aug 5, 2026
- First version recorded
- Jun 30, 2026
- Size
- 24,800 bytes
- Repository stars
- 775
- License
- none declared
检测并修订中文文章正文中的模板腔、姿态腔、隐藏排比、分析型例证同构、重复语义骨架、假排名、固定节拍和其他 AI 化表达，同时保护作者事实、既有标题层级、必要功能性列举、法律术语、Markdown 图片与既有声音。文章完成初稿后、用户要求“去 AI 腔/更像真人/按作者样本改写/检查排比或口吻”时必须使用；无作者样本时只做最小清理，不得凭空注入第一人称、比喻、短句金句或经历，也不得借去 AI 之名重做文章结构。.
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
# De AI Polish ## 核心立场 去 AI 化不是禁词替换，也不是给文本注入“公众号人设”。按以下优先级处理： 1. **作者事实与判断来源**：不编造经历、感受、材料和立场变化； 2. **段落功能与信息结构**：保护分类、步骤、责任分配和必要重复； 3. **自然表达**：删除姿态、模板、语义稀释和机器节拍； 4. **声音校准**：只有用户提供或明确选择样本时才匹配 voice。 判断一句话时先问它承担什么功能，再问它是否像 AI。词表只用于召回，不能替代通读。 ## 职责边界：只修正文，不接管标题结构 `de-ai-polish` 负责正文句子和段落内部的语言表达，不负责文章的信息架构。二级、三级标题及其他 Markdown ATX 标题属于 WeChat Article Writer 或原写作流程的职责范围。 因此默认执行以下边界： - 保留源稿全部标题行的文字、层级、编号和顺序；不新增、删除、改名、升降级或重排标题； - 内部段落功能标注、临时分组和问题归纳只用于分析，不能变成成稿里的新标题或编号； - 正文存在隐藏列表时，在原有标题框架内通过合并、承接、因果、时间或场景重组处理，不为每个分析分组另设小标题； - 标题本身若有明显模板腔，在报告中标记并建议交给 WeChat Article Writer 处理，本 Skill 不直接修改； - 用户若另行要求调整标题体系，先完成去 AI 正文修订，再把标题任务交给相应写作 Skill，不把两项职责混成一次改写。 ## 使用模式 ```text /de-ai-polish detect @article.md # 只检测并给出 finding /de-ai-polish fix @article.md # 在原文件上修订并执行交付门禁 ``` `detect` 只读，不生成快照或修改文件。`fix` 必须执行完整工作流。 ## 按需读取参考资料 - 扫描污染模式：读取 `references/pollution-patterns.md`。 - 决定删、合并、恢复列举或重建句子：读取 `references/expression-transformations.md`。 - 处理连续短段、隐藏列表和功能性排比：读取 `references/sentence-rhythm-guide.md`。 - 使用作者样本或本机私有 anchor：读取 `references/personal-style-guide.md`。 …
Read the whole file at its exact version.
How to install
mdr add cat-xierluo/legal-skills/de-ai-polish@sha256:4916ba42f961b802The line at the top of this page pins the label v3.2.6, 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_dwunefckx22oetjh)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 30, 2026 and Aug 5, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v3.2.6 latest | 2026-08-05 | aac1153 | 24,800 B | A | view · diff |
| v2.2.0 | 2026-07-25 | e77b160 | 34,607 B | A | view · diff |
| v2.1.0 | 2026-07-25 | 60d1687 | 32,817 B | A | view · diff |
| v2.0.1 | 2026-07-03 | c9f66cb | 31,072 B | A | view · diff |
| v2.0.1 | 2026-06-30 | a01f2b4 | 30,939 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 (24800 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
cat-xierluo/legal-skills · 775 stars · license none declared · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dwunefckx22oetjh GET https://markdownregistry.com/api/v1/resolve?ref=cat-xierluo/legal-skills/de-ai-polish GET https://markdownregistry.com/api/v1/blob/4916ba42f961b802d9644255334650d34a5f769cfe11648b4c277b0c89489b49
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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