observe-modelplane SKILL.md skillA

observe-modelplane from confighub/cub-scout is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add confighub/cub-scout/observe-modelplane@git:20260926.4c4b67c

Pins git:20260926.4c4b67c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
confighub/cub-scout
Path
skills/observe-modelplane/SKILL.md
Versions recorded
3
Latest version
git:20260926.4c4b67c, committed Sep 26, 2026
First version recorded
Jun 24, 2026
Size
5,740 bytes
Repository stars
14
License
MIT

Use when the user wants to observe Modelplane-managed resources specifically. Natural phrasing: "is this from Modelplane?", "which ModelDeployment produced this replica?", "show me Modelplane endpoints", "what does modelplane.ai/deployment mean?", "is this Modelplane or generic Crossplane?". Do NOT load for: generic ownership (use scout-observe), Crossplane-only resources (use observe-crossplane), or authoring Modelplane APIs.

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

# observe-modelplane

The controller-specific observer skill for **Modelplane**. Modelplane is built
on Crossplane, but cub-scout classifies Modelplane as the higher-level platform
owner when exact Modelplane API groups or identity labels are present.

Verified against `pkg/agent/ownership.go` `detectModelplaneOwnership`,
`pkg/agent/manager_strings.go` `OwnerModelplane`, and
`modelplaneai/modelplane` API definitions and composition functions.

## When To Use

- "Is this resource Modelplane-owned or generic Crossplane?"
- "Which ModelDeployment produced this ModelReplica or endpoint?"
- "What does `modelplane.ai/deployment` mean?"
- "Show Modelplane ModelDeployment / ModelService / ModelEndpoint resources."
- "Which InferenceCluster or ModelCache is this resource related to?"

## Do Not Load For

- Generic ownership detection - use `scout-observe`
- Crossplane-only resources with no Modelplane API group or labels - use `observe-crossplane`
- Authoring or mutating Modelplane resources

## Detection Signals

| Signal | SubType | Confidence | Notes |
|---|---|---|---|
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add confighub/cub-scout/observe-modelplane@sha256:229e50cd9ac7257d

The line at the top of this page pins the label git:20260926.4c4b67c, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_67bse2nwy3npfuak.svg)](https://markdownregistry.com/a/art_67bse2nwy3npfuak)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Jun 24, 2026 and Sep 26, 2026, about one every 47 days.

versioncommittedcommitsizeaudit
git:20260926.4c4b67c latest2026-09-26 4c4b67c 5,740 BA view · diff
git:20260910.04e12da2026-09-10 04e12da 5,535 BA view · diff
git:20260624.e6ab5782026-06-24 e6ab578 4,879 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5740 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

confighub/cub-scout · 14 stars · license MIT · pushed 2026-10-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_67bse2nwy3npfuak
GET https://markdownregistry.com/api/v1/resolve?ref=confighub/cub-scout/observe-modelplane
GET https://markdownregistry.com/api/v1/blob/229e50cd9ac7257d1956c782b1979ba0994733719e0708062f311b37fc628038

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.

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