Audit AI search citation readiness with GEO Optimizer SKILL.md skillA
Audit AI search citation readiness with GEO Optimizer from agentskillexchange/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentskillexchange/skills/Audit AI search citation readiness with GEO Optimizer@git:20260723.f0b139dPins git:20260723.f0b139d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentskillexchange/skills
- Path
skills/audit-ai-search-citation-readiness-with-geo-optimizer/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260723.f0b139d, committed Jul 23, 2026
- First version recorded
- Jul 22, 2026
- Size
- 1,798 bytes
- Repository stars
- 62
- License
- MIT
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.
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
# Audit AI search citation readiness with GEO Optimizer 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. ## Prerequisites Python 3.9+; geo-optimizer-skill package; optional MCP client such as Claude Code, Cursor, Windsurf, or another MCP-capable runtime; optional Perplexity/OpenAI/Anthropic keys for live citation checks ## Installation Install the CLI package: - pip install geo-optimizer-skill Prerequisite: Python 3.9 or newer. To run one audit without installing into the current environment: - uvx --from geo-optimizer-skill geo audit --url https://yoursite.com After installation, run a basic audit: - geo audit --url https://yoursite.com - Source: https://github.com/Auriti-Labs/geo-optimizer-skill - Extracted from upstream docs: https://raw.githubusercontent.com/Auriti-Labs/geo-optimizer-skill/HEAD/README.md ## Documentation - https://auriti-labs.github.io/geo-optimizer-skill/ ## Source - [Agent Skill Exchange](https://agentskillexchange.com/skills/audit-ai-search-citation-readiness-with-geo-optimizer/)
Read the whole file at its exact version.
How to install
mdr add agentskillexchange/skills/Audit AI search citation readiness with GEO Optimizer@sha256:1790ec6770a7d15dThe line at the top of this page pins the label git:20260723.f0b139d, 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_qn3kr4yousy7pbnk)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 22, 2026 and Jul 23, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260723.f0b139d latest | 2026-07-23 | f0b139d | 1,798 B | A | view · diff |
| git:20260722.bfabd75 | 2026-07-22 | bfabd75 | 2,471 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 (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
agentskillexchange/skills · 62 stars · license MIT · pushed 2026-11-08 · 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
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.