agentskillexchange/skills · skills/audit-ai-search-citation-readiness-with-geo-optimizer/SKILL.md

Audit AI search citation readiness with GEO Optimizer skillA

Audit AI search citation readiness with GEO Optimizer is agent-read markdown (skill) from agentskillexchange/skills: Use GEO Optimizer from the CLI or MCP so agents can audit a site for AI search visibility, generate llms.txt/schema fixes, check bot access, and track citation readiness..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add agentskillexchange/skills/Audit AI search citation readiness with GEO Optimizer@git:20260723.f0b139d
Exact content
mdr add agentskillexchange/skills/Audit AI search citation readiness with GEO Optimizer@sha256:1790ec6770a7d15d

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qn3kr4yousy7pbnk.svg)](https://markdownregistry.com/a/art_qn3kr4yousy7pbnk)

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Versions

versioncommittedcommitsizeaudit
git:20260723.f0b139d latest2026-07-23 f0b139d 1,798 BA view · diff
git:20260722.bfabd752026-07-22 bfabd75 2,471 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (1798 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

agentskillexchange/skills · 40 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qn3kr4yousy7pbnk
GET https://markdownregistry.com/api/v1/resolve?ref=agentskillexchange/skills/Audit AI search citation readiness with GEO Optimizer
GET https://markdownregistry.com/api/v1/blob/1790ec6770a7d15d62db25e8d33476db154c1169c3fa3ee55073d4813fd594d6

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.