geo-visibility-audit SKILL.md skillA
geo-visibility-audit from muvon/octomind-tap is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add muvon/octomind-tap/geo-visibility-audit@git:20261030.7108c36Pins git:20261030.7108c36 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- muvon/octomind-tap
- Path
skills/geo-visibility-audit/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261030.7108c36, committed Oct 30, 2026
- First version recorded
- Oct 30, 2026
- Size
- 16,663 bytes
- Repository stars
- 6
- License
- Apache-2.0
Audits AI search visibility using buyer questions, captured answers, and cited sources. Use to diagnose GEO/AEO gaps and plan comparable retests.
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
## Overview Start from a buyer's decision, observe how answer engines represent the choices, diagnose the gap, and specify the smallest defensible intervention. Use this skill for question discovery, a request-scoped GEO/AEO audit, or a comparable before/after readout. GEO owns the question-to-answer visibility problem; technical SEO and content changes are possible remedies, not the default deliverable. ## Mental model Buyer decision → paired search query and AI prompt → captured answer and cited sources → existing-page check → evidence-backed diagnosis → specific action → same-test retest → business outcome. An absent brand is an observation, not a root cause. A citation is a displayed source, not proof of trust, endorsement, ranking, traffic, or causation. A correct answer recommending a better-fit competitor may need no intervention. ## Rules ### Select the mode and keep the request bounded | Request | Deliverable | Boundary | |---|---|---| | Which questions should we track? | Prioritized question register and test protocol | Proposed prompts are not measured demand or observed losses | …
Read the whole file at its exact version.
How to install
mdr add muvon/octomind-tap/geo-visibility-audit@sha256:2d57b4740d484d57The line at the top of this page pins the label git:20261030.7108c36, 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_v6bcckwyka2jxzu4)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, all committed on Oct 30, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.7108c36 latest | 2026-10-30 | 7108c36 | 16,663 B | A | view · diff |
| git:20261030.f0788bc | 2026-10-30 | f0788bc | 16,376 B | A | view · diff |
| git:20261030.807ee57 | 2026-10-30 | 807ee57 | 14,399 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 (16663 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
muvon/octomind-tap · 6 stars · license Apache-2.0 · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_v6bcckwyka2jxzu4 GET https://markdownregistry.com/api/v1/resolve?ref=muvon/octomind-tap/geo-visibility-audit GET https://markdownregistry.com/api/v1/blob/2d57b4740d484d57b870d990fb03be6115b455dc4c5c488a0d4f93e67b6d9b68
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.