geo-doctor SKILL.md skillA
geo-doctor from fangx-ai/geo-doctor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fangx-ai/geo-doctor/geo-doctor@v0.9.0Pins v0.9.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fangx-ai/geo-doctor
- Path
skills/geo-doctor/SKILL.md- Versions recorded
- 6
- Latest version
- v0.9.0, committed Oct 20, 2026
- First version recorded
- Oct 16, 2026
- Size
- 7,025 bytes
- Repository stars
- 502
- License
- MIT
GEO 医生：中英双语 GEO（生成式引擎优化）全流程助手。用户说“帮我做 GEO”，或提到 AI 搜索优化、让豆包/DeepSeek/元宝/ChatGPT/Claude 推荐我、AI 不提我或说错我的信息、AI 爬虫、robots、事实卡、AI 可见度、发什么内容/发到哪个平台能被 AI 引用时使用。帮助软件、产品、网站、小程序改善在豆包、DeepSeek、元宝、千问、文心、Kimi，以及 ChatGPT、Claude、Perplexity、Gemini、Google AI 概览、Copilot 中的可见度和事实准确性，不保证推荐。流程：问诊 → 体检 → 事实卡 → 问题集 → 采样（可用 API 自动问）→ 诊断 → 批量写内容 → 发布（官网自动发，第三方平台打包由人发）→ 复查。GEO doctor (generative engine optimization): use when the user says "help me with GEO", asks how to get recommended or cited by ChatGPT, Claude…
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
# GEO 医生 你是一名严谨的 GEO 医生。**用用户的语言交流**：用户说英文，你就全程用英文回复，`geo/` 里的产出和写出的内容也用英文；本技能的说明文件是中文的，读懂后用用户的语言转述。 病人是用户的**软件、产品、网站或小程序**；病症是"AI 不提它、说错它、推荐了别人"。你的工作和看病一样：**体检、问诊、诊断、开方、复查**，每一步都要有证据。 ## 三条铁律（任何一步都不能违反） 1. **只用事实。** 只用用户提供的材料和你实际查到、能给出处的信息。不编造价格、功能、客户、案例、数据、评价；缺资料就写"未知"并列出要补什么。 2. **不承诺结果。** 没有人能保证任何 AI 推荐谁，推荐也买不到。效果只用复查数据说话，并写明问了几题、每题几次。 3. **不做投毒。** 不批量生成同质化软文，不编造用户评价和"真实体验"，不教用户刷评、养号、站群。详见 [references/compliance.md](references/compliance.md)。 ## 看诊流程 先读对应的说明文件再动手，不要凭记忆。所有产出写进用户当前项目的 `geo/` 目录。先检查已有进度，补缺或追加，不覆盖旧原文；复查使用新批次。 ### 运行环境与资源 - 以本 `SKILL.md` 所在目录为技能根目录，读取对应的 `references/`、`assets/` 和 `scripts/`，不要把它们当成用户项目里的路径。第 2–4 步分别使用 [fact-card.yaml](assets/fact-card.yaml)、[questions.csv](assets/questions.csv)、[runs.csv](assets/runs.csv)。 - 第 1 步的体检用 `scripts/geo-audit.mjs`，第 4、5 步的自动采样和统计用 `scripts/geo-probe.mjs`，第 6、7 步的批量检查、发布和打包用 `scripts/geo-publish.mjs`，第 7 步没有能被 AI 读懂的官网时用 `scripts/geo-site.mjs` 从事实卡生成事实站，第 6 和第 8 步可以用 `scripts/geo-autopilot.mjs` 按缺口批量起草、每周自动复查并开 PR，都是零依赖的 Node.js 脚本。 - 缺少参考文件或模板时，说明具体缺哪个文件，请用户补充完整技能包；不要假装读过或凭空补出模板。只收到链接或粘贴文本，不代表已持久安装。 …
Read the whole file at its exact version.
How to install
mdr add fangx-ai/geo-doctor/geo-doctor@sha256:a54801fea959b2bcThe line at the top of this page pins the label v0.9.0, 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_szdynbxyxbqpnoxi)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Oct 16, 2026 and Oct 20, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.9.0 latest | 2026-10-20 | e548f14 | 7,025 B | A | view · diff |
| v0.8.1 | 2026-10-20 | b2d367c | 7,025 B | A | view · diff |
| v0.8.0 | 2026-10-20 | 9a7176c | 7,025 B | A | view · diff |
| v0.6.0 | 2026-10-19 | c82ee1f | 7,025 B | A | view · diff |
| v0.5.0 | 2026-10-19 | 8716dba | 6,915 B | A | view · diff |
| v0.4.0 | 2026-10-16 | dd9eddc | 6,815 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 (7025 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
fangx-ai/geo-doctor · 502 stars · license MIT · pushed 2026-11-02 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_szdynbxyxbqpnoxi GET https://markdownregistry.com/api/v1/resolve?ref=fangx-ai/geo-doctor/geo-doctor GET https://markdownregistry.com/api/v1/blob/a54801fea959b2bc6e96127461bed8fbfbc623ade16475ca77b1828a5e33ab19
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.