openclaudia/openclaudia-skills · skills/geo-query-finder/SKILL.md

geo-query-finder skillA

geo-query-finder is agent-read markdown (skill) from openclaudia/openclaudia-skills: Find which ChatGPT search queries mention a given brand. Tests long-tail queries against ChatGPT's web-search-enabled model and reports which ones surface the brand. Use when the user asks to "find queries for [brand]", "check GEO visibility", "which queries mention [brand]", "geo query finder", "find AI mentions", or "test ChatGPT queries for [brand]"..

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 openclaudia/openclaudia-skills/geo-query-finder@git:20260611.52857df
Exact content
mdr add openclaudia/openclaudia-skills/geo-query-finder@sha256:ecf746382569c50b

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_eoet65q5exujwufz.svg)](https://markdownregistry.com/a/art_eoet65q5exujwufz)

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Versions

versioncommittedcommitsizeaudit
git:20260611.52857df latest2026-06-11 52857df 6,555 BA view · diff
git:20260424.95eee4f2026-04-24 95eee4f 6,142 BC view · diff
git:20260326.6a048302026-03-26 6a04830 4,070 BC 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 (6555 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

openclaudia/openclaudia-skills · 694 stars · license MIT · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eoet65q5exujwufz
GET https://markdownregistry.com/api/v1/resolve?ref=openclaudia/openclaudia-skills/geo-query-finder
GET https://markdownregistry.com/api/v1/blob/ecf746382569c50b950999ba97032763bbee06a8293e284c51c7300cdcf97352

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