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Geo Site Diagnose

Community
yaojingang
geo-site-diagnose

Crawl one public website from a supplied URL, select up to ten representative page types, score evidence-lined GEO readiness, and generate a standalone visual HTML report. Use for 网站 GEO 诊断、全站 GEO 体检、网站 GEO 审计, or requests such as “帮我诊断网站GEO并附上网址”. Excludes single-page or brand-only diagnosis, live AI ranking or citation measurement, authenticated sites, and website modification.

Overview

Publisheryaojingang
RepositoryGEOHub
Skill namegeo-site-diagnose
Stars
165
Forks
26
Bundled files
30
LicenseAGPL-3.0
Links
Skill sourceRepositoryHomepage
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 30 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by yaojingang on GitHub. Read the source before you install it.

Installation

Install the Geo Site Diagnose AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/yaojingang/GEOHub/tree/main/skills/geo-site-diagnose
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/yaojingang/GEOHub.git /tmp/GEOHub
mkdir -p .claude/skills
cp -r /tmp/GEOHub/skills/geo-site-diagnose .claude/skills/geo-site-diagnose
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Geo Site Diagnose in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Geo Site Diagnose on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Geo Site Diagnose is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

GEOHub Website Diagnosis

Workflow

  1. Read references/site-diagnosis-method.md, references/crawler-policy.md, and references/scoring-policy.md.
  2. Extract the single public URL. Ask only for the URL when it is missing.
  3. Run python3 scripts/run_site_diagnose.py --url <URL> --output <runs-root> --locale <locale> --max-pages 10 --render auto.
  4. Inspect quality-report.json, diagnostic confidence, source gaps, and limitations before presenting scores.
  5. Validate the report against references/report-module-contract.md and references/report-design-system.md.
  6. Deliver the complete Artifact Bus run directory and open report.html for the user.

Output contract

Return a bounded run containing source snapshots, crawl and sampling manifests, structured site and page diagnoses, evidence ledger, remediation backlog, quality and lineage artifacts, and one offline report.html. Read references/report-contract.md for the file contract and report format boundary.

The offline report runtime is packaged under assets/. Governed trigger and output cases are stored under evals/.

Boundaries

Fetch only public HTTP(S) resources on the approved canonical host. Discovery is bounded to 500 inventory URLs, five sitemaps, ten representative pages, 15 MB, and 90 seconds. Preserve blocked or unavailable pages as source_gap. Scores describe observed readiness signals and never claim live AI ranking, recall, citations, traffic, or business effects.

Do not use this Skill for single-page diagnosis, brand-only diagnosis, authenticated sources, live citation measurement, or website modification.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Geo Site Diagnose AI skill do?

Crawl one public website from a supplied URL, select up to ten representative page types, score evidence-lined GEO readiness, and generate a standalone visual HTML report. Use for 网站 GEO 诊断、全站 GEO 体检、网站 GEO 审计, or requests such as “帮我诊断网站GEO并附上网址”. Excludes single-page or brand-only diagnosis, live AI ranking or citation measurement, authenticated sites, and website modification.

Why use Geo Site Diagnose on TypingMind?

Because you install it once and use it with any model. Geo Site Diagnose is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Geo Site Diagnose in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/yaojingang/GEOHub/tree/main/skills/geo-site-diagnose. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Geo Site Diagnose?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Geo Site Diagnose?

As many as you like. As long as a model supports skills, you can use Geo Site Diagnose with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Geo Site Diagnose AI skill free?

Yes. It is published on GitHub by yaojingang under the AGPL-3.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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