geo SKILL.md skillA
geo from mangowhoiscloud/geode is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mangowhoiscloud/geode/geo@git:20260824.ff45b57Pins git:20260824.ff45b57 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mangowhoiscloud/geode
- Path
.agents/skills/geo/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260824.ff45b57, committed Aug 24, 2026
- First version recorded
- Aug 20, 2026
- Size
- 4,940 bytes
- Repository stars
- 15
- License
- Apache-2.0
Design, implement, or evaluate GEODE's GEO capability with source-grounded stage diagnosis, frozen measurement contracts, and no-model preflight before live engine runs.
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
# GEODE GEO scaffold Use this scaffold for repository work on `/geo`, generative discovery, AI-search visibility, citations, or the GEO benchmark. 1. Read `.geode/skills/geo/SKILL.md` for the runtime behavior contract. 2. Read `docs/eval/geo-visibility.md` before defining a metric or run. Freeze a prospective run spec before any score-bearing commercial-engine call. 3. Read `docs/plans/2026-08-22-slash-control-enforcement.md` for typed state, then `docs/plans/2026-08-20-slash-goal-geo.md` before changing slash routing, planning authority, or Goal coupling. 4. Diagnose the exact stage and preserve its denominator: `F` fetch/index eligibility, `R` retrieval inclusion/rank, `C` citation selection, `P` visible placement/rank, `A` answer absorption, `Q` support/credibility/answer quality, and `O` first-party outcome. Preserve `not_measured`; never collapse the vector into one GEO score. 5. Run deterministic site preflight and relevant unit/E2E checks before asking for live-test approval. Never infer organic lift from a fixed-context test. Model tool calls cannot mint approval or preregistration receipts; exercise …
Read the whole file at its exact version.
How to install
mdr add mangowhoiscloud/geode/geo@sha256:0f062cf763b37fcdThe line at the top of this page pins the label git:20260824.ff45b57, 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_6hbzmks7jbseid3g)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 20, 2026 and Aug 24, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260824.ff45b57 latest | 2026-08-24 | ff45b57 | 4,940 B | A | view · diff |
| git:20260822.5ece291 | 2026-08-22 | 5ece291 | 4,869 B | A | view · diff |
| git:20260820.4834d09 | 2026-08-20 | 4834d09 | 4,345 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 (4940 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
mangowhoiscloud/geode · 15 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6hbzmks7jbseid3g GET https://markdownregistry.com/api/v1/resolve?ref=mangowhoiscloud/geode/geo GET https://markdownregistry.com/api/v1/blob/0f062cf763b37fcddc7c53b82204804eeed5a37b1de13bc47b30efb33227f6ad
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.
More from mangowhoiscloud/geode
Every file in mangowhoiscloud/geode