geo-audit SKILL.md skillA

geo-audit from techhorizonlabs/thl-open is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add techhorizonlabs/thl-open/geo-audit@git:20261009.48ef131

Pins git:20261009.48ef131 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
techhorizonlabs/thl-open
Path
skills/geo-audit/SKILL.md
Versions recorded
8
Latest version
git:20261009.48ef131, committed Oct 9, 2026
First version recorded
Jun 15, 2026
Size
16,795 bytes
Repository stars
17
License
MIT

Full website GEO+SEO audit with parallel subagent delegation. Orchestrates a comprehensive Generative Engine Optimization audit across AI citability, platform analysis, technical infrastructure, content quality, and schema markup. Produces a composite GEO Score (0-100) with prioritized action plan.

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 Audit Orchestration Skill

## Purpose

This skill performs a comprehensive Generative Engine Optimization (GEO) audit of any website. GEO is the practice of optimizing web content so that AI systems (ChatGPT, Claude, Perplexity, Gemini, etc.) can discover, understand, cite, and recommend it. This audit measures how well a site performs across all GEO dimensions and produces an actionable improvement plan.

> **What this composite is, and what it isn't.** This score is a **readiness** measure: it reads public signals (content, schema, crawler access, off-page authority) and infers how citable and recommendable the site is. It does **not** query the AI engines to confirm the business is actually named in their answers. Read it as "how well-built for AI is this site," not "is this site in the answer right now." For the live outcome, run the free scan at **[areyoufoundbyai.com](https://areyoufoundbyai.com)**: two buyer questions on ChatGPT and Gemini, no signup; Pro asks up to 25 buyer questions across seven engines on the schedule you choose, from a shared token balance, and its headline measure is the named share of saved answers (the two are complementary: readiness here…
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add techhorizonlabs/thl-open/geo-audit@sha256:4450a1a7590e2d91

The line at the top of this page pins the label git:20261009.48ef131, 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 badge

[![mdr](https://markdownregistry.com/badge/art_pcwkzwggabo3m4wq.svg)](https://markdownregistry.com/a/art_pcwkzwggabo3m4wq)

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

Versions

The registry has recorded 8 versions of this file, between Jun 15, 2026 and Oct 9, 2026, about one every 17 days.

versioncommittedcommitsizeaudit
git:20261009.48ef131 latest2026-10-09 48ef131 16,795 BA view · diff
git:20261009.76755652026-10-09 7675565 16,824 BA view · diff
git:20261009.b668c1f2026-10-09 b668c1f 16,782 BA view · diff
git:20260826.71fe0ca2026-08-26 71fe0ca 16,552 BA view · diff
git:20260709.553c4f12026-07-09 553c4f1 16,486 BA view · diff
git:20260615.2f344cc2026-06-15 2f344cc 15,643 BA view · diff
git:20260615.9bd08102026-06-15 9bd0810 13,816 BA view · diff
git:20260615.af5487b2026-06-15 af5487b 13,198 BA 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 (16795 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

techhorizonlabs/thl-open · 17 stars · license MIT · pushed 2026-10-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pcwkzwggabo3m4wq
GET https://markdownregistry.com/api/v1/resolve?ref=techhorizonlabs/thl-open/geo-audit
GET https://markdownregistry.com/api/v1/blob/4450a1a7590e2d9139c13768d83961a8a9ecba1457ea43d14bd7bad03937085b

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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Every file in techhorizonlabs/thl-open

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cognitic-labs/geoskills · skills/geo-audit/SKILL.md · Comprehensive GEO audit diagnosing why AI systems cannot discover, cite, or recommend a website — scores technical…
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