geo-probe SKILL.md skillB
geo-probe from orkas-ai/orkas is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add orkas-ai/orkas/geo-probe@git:20260911.8208720Pins git:20260911.8208720 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- orkas-ai/orkas
- Path
resources/builtin/marketplace/agents/e064dca9e1bd/skills/geo-probe/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260911.8208720, committed Sep 11, 2026
- First version recorded
- Jul 4, 2026
- Size
- 6,526 bytes
- Repository stars
- 9,072
- License
- MIT
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-probe
Measure whether AI answer engines surface a brand. Split because a skill can't reach the model providers: this skill generates the queries and scores the answers; **the agent calls the model / `web_search` for each query** and feeds the answers back.
## When to use
- A GEO/visibility pass: "do AI engines mention or cite us, and how do we compare to competitors?"
- After GEO fixes, re-probe to see if mention/citation rates moved.
## When NOT to use
- On-page GEO readiness (citability/structure/entity) — that is `geo-score`, which needs no model calls.
- When you can't make model calls — without answers, `score` has nothing to measure.
## Preconditions
- `queries`: a `seo-crawl` JSON. `score`: an answers payload (below). Python 3.9+ stdlib only. The agent provides model answers between the two ops.
## How to call
1) Generate queries:
```
"$ORKAS_NODE" "$ORKAS_PC_DIR/bin/run-skill.cjs" geo-probe geo_probe -- --op queries --input <crawl.json> [--brand X] [--domain x.com] [--competitors "A,B"]
```
→ `{ ok, data: { brand, domain, competitors, context_terms, queries:[{query, kind, intent}] } }`
…Read the whole file at its exact version.
How to install
mdr add orkas-ai/orkas/geo-probe@sha256:6d875a5d6b139fd5The line at the top of this page pins the label git:20260911.8208720, 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_tysx6ksoqol3xw7v)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 4, 2026 and Sep 11, 2026, about one every 34 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260911.8208720 latest | 2026-09-11 | 8208720 | 6,526 B | B | view · diff |
| git:20260825.cd5f782 | 2026-08-25 | cd5f782 | 5,032 B | B | view · diff |
| git:20260704.5864e41 | 2026-07-04 | 5864e41 | 3,764 B | B | view |
Audit of the latest version
- fail: Frontmatter declares a description
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Size between 200 bytes and 200 KB (6526 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
orkas-ai/orkas · 9,072 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tysx6ksoqol3xw7v GET https://markdownregistry.com/api/v1/resolve?ref=orkas-ai/orkas/geo-probe GET https://markdownregistry.com/api/v1/blob/6d875a5d6b139fd5df16be5689a42bad48abdaa4465c3bf5550f33c0959f9a17
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.