Home / hainrixz / claude-seo-ai · GitHub

geo SKILL.md skillA

geo from hainrixz/claude-seo-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add hainrixz/claude-seo-ai/geo@git:20260906.e1dc45e

Pins git:20260906.e1dc45e in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: hainrixz/claude-seo-ai
Path: skills/geo/SKILL.md
Versions recorded: 5
Latest version: git:20260906.e1dc45e, committed Sep 6, 2026
First version recorded: Jun 1, 2026
Size: 6,707 bytes
Repository stars: 77
License: MIT

Analyze and score only a page's AI-search visibility (GEO/AEO) — answer extractability, fact density, AI-crawler access and Google AI-feature snippet eligibility, entity linking, AI discovery files, and agent-readiness — and report an AI Visibility score with a citability breakdown, plus optional unscored probes (web-search presence, Search Console generative-AI impressions). Read-only. Use for "will AI engines cite this?", GEO/AEO, or ChatGPT/Perplexity/Google AI Overviews/Gemini optimization.

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

# /claude-seo-ai:geo

The AI-search (GEO/AEO) subset of the audit. **Read-only.**

`$ARGUMENTS` = `<url|path> [flags]`. `--pages N`, `--render static|auto|js` (default `static`) and `--feed <path>` (the Agentic Commerce Protocol product feed; it only does anything when the e-commerce vertical is active, and without it `M18.agentic.acp_feed_errors` stays `needs_api` — an unread feed is never a clean feed) are forwarded to the orchestrator and reach `audit.mjs` unchanged. `--probe` and `--gsc-ai-export` are handled here, not by `audit.mjs`: they are **probes — reported, never scored** (severity 0, excluded from the AI Visibility score and from every cap).

## What to do
1. Invoke **seo-orchestrator** with the target and flags and the instruction "AI path only": it acquires the snapshot with the scripts (never WebFetch), runs the deterministic checks, and dispatches **ai-search-geo-specialist** with **M6** (seo-entity-linking), **M11** (seo-geo-answerblocks), **M12** (seo-geo-factdensity), **M14** (seo-ai-crawlers — access + Google AI-feature eligibility), **M21** (seo-ai-discovery — llms.txt, agents.md, UCP, agentic sitemap), **M22** (seo-agent-readiness); plus **M5**…
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add hainrixz/claude-seo-ai/geo@sha256:e0f00b7150d449b7

The line at the top of this page pins the label git:20260906.e1dc45e, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_soh63wiep65fdywh.svg)](https://markdownregistry.com/a/art_soh63wiep65fdywh)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 1, 2026 and Sep 6, 2026, about one every 24 days.

version	committed	commit	size	audit
git:20260906.e1dc45e latest	2026-09-06	e1dc45e	6,707 B	A	view · diff
git:20260906.3b15e4c	2026-09-06	3b15e4c	6,438 B	A	view · diff
git:20260906.683d4d0	2026-09-06	683d4d0	5,516 B	A	view · diff
git:20260906.fa9c08a	2026-09-06	fa9c08a	2,391 B	A	view · diff
git:20260601.62c3bf5	2026-06-01	62c3bf5	1,318 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (6707 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

GitHub

hainrixz/claude-seo-ai · 77 stars · license MIT · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_soh63wiep65fdywh
GET https://markdownregistry.com/api/v1/resolve?ref=hainrixz/claude-seo-ai/geo
GET https://markdownregistry.com/api/v1/blob/e0f00b7150d449b736cf1dffce50bb73e5c891cbd97ae0a467a6fe2b820492fc

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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