aks-gpu-inference SKILL.md skillA
aks-gpu-inference from microsoft/github-copilot-for-azure is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add microsoft/github-copilot-for-azure/aks-gpu-inference@v0.0.0-placeholderPins v0.0.0-placeholder in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- microsoft/github-copilot-for-azure
- Path
plugins/aks-skills/skills/aks-gpu-inference/SKILL.md- Versions recorded
- 1
- Latest version
- v0.0.0-placeholder, committed Oct 8, 2026
- Size
- 3,053 bytes
- Repository stars
- 259
- License
- a license file GitHub does not identify
Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod Pending, model-load OOM, DCGM/VRAM, KAITO Workspace not ready, or GPU autoscaling. DO NOT USE FOR: setup (airunway-aks-setup), non-GPU incidents (aks-troubleshooting), standalone VM quota (azure-quotas), or generic cost (cost-analysis or cost-optimization from the optional azure-cost plugin).
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
# AKS GPU Inference Day-2 ## Quick Reference | Property | Value | |---|---| | Best for | AKS GPU/KAITO failures | | Evidence | Bound target, events/status, `gpuProfile`, DCGM | ## When to Use This Skill Use for scheduling, VRAM/OOM, KAITO readiness, and workload scaling. Route exclusions as described above. ## MCP Tools Use a fitting host-advertised Azure read or the references' read-only queries. ## Host Capability Gate Before executing any referenced pipeline, verify that the host authorizes the required shell and `kubectl`/`az` commands against the bound target. File-backed collection also requires approved artifact storage and access to any bundled files it uses. A governed Azure CLI tool alone does not establish these capabilities. Equivalent host reads may replace commands only where their advertised schemas provide the required evidence. If execution is unavailable or prohibited, say so and analyze supplied or redacted events, status, logs, and metrics, or give the operator a scoped collection plan. State which reads did not run and leave conclusions requiring missing evidence unconfirmed. Never route `kubectl` through Azure MCP or …
Read the whole file at its exact version.
How to install
mdr add microsoft/github-copilot-for-azure/aks-gpu-inference@sha256:ad2a7f0a8f04b82bThe line at the top of this page pins the label v0.0.0-placeholder, 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_heodtsb4hjuyv6xz)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 8, 2026.
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 (3053 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
microsoft/github-copilot-for-azure · 259 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_heodtsb4hjuyv6xz GET https://markdownregistry.com/api/v1/resolve?ref=microsoft/github-copilot-for-azure/aks-gpu-inference GET https://markdownregistry.com/api/v1/blob/ad2a7f0a8f04b82bc45975c4194d4a3cd8ccbe3a85ad742b84bb3c8a553273aa
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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