model-onboarding SKILL.md skillA
model-onboarding 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/model-onboarding@git:20260925.c2ce538Pins git:20260925.c2ce538 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/model-onboarding/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260925.c2ce538, committed Sep 25, 2026
- First version recorded
- Aug 25, 2026
- Size
- 2,481 bytes
- Repository stars
- 15
- License
- Apache-2.0
Add or update a GEODE model or provider from current primary documentation and repository call-site evidence. Use for model IDs, context limits, pricing, reasoning controls, provider routes, capability gates, or fallback changes.
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
# Model Onboarding Do not maintain a model catalog in this skill; it becomes stale faster than the runtime. Establish the current contract for every change: 1. Read `AGENTS.md`, then `core/llm/`, provider adapters, configuration, capability gates, model selection UI, pricing/context accounting, and their tests. Search for every occurrence of the affected model or provider. 2. Verify unstable facts against the provider's current primary documentation: exact model ID, API surface, context/output limits, supported controls, authentication route, retirement date, and pricing when cost accounting is affected. Record the source and retrieval date in the PR. 3. Separate model capability, the effective provider/source route, account policy and tool authority. Trace selection through the actual request and durable usage readers, including overrides, model changes and resume when affected. A similar name, SDK type or another billing route is not support. 4. Add the smallest characterization that fails on a stale ID, missing capability, or wrong route. Run provider tests without live calls; live or paid probes require explicit user approval. …
Read the whole file at its exact version.
How to install
mdr add mangowhoiscloud/geode/model-onboarding@sha256:587ccbf1b3685788The line at the top of this page pins the label git:20260925.c2ce538, 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_dfe5bbcntvdbnxyk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 25, 2026 and Sep 25, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260925.c2ce538 latest | 2026-09-25 | c2ce538 | 2,481 B | A | view · diff |
| git:20260907.4175e1e | 2026-09-07 | 4175e1e | 1,830 B | A | view · diff |
| git:20260825.9516eab | 2026-08-25 | 9516eab | 1,634 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 (2481 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_dfe5bbcntvdbnxyk GET https://markdownregistry.com/api/v1/resolve?ref=mangowhoiscloud/geode/model-onboarding GET https://markdownregistry.com/api/v1/blob/587ccbf1b3685788d66b120823ec20291663d93d5813cc4a32629d9ee7209625
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.