azure/aks-skills · skills/aks-gpu-inference/SKILL.md

aks-gpu-inference skillA

aks-gpu-inference is agent-read markdown (skill) from azure/aks-skills: Day-2 operations for GPU and model-inference workloads on Azure Kubernetes Service (AKS): diagnose GPU pods stuck Pending, missing nvidia.com/gpu, CUDA/driver mismatches, model OOM on weight load, GPU vCPU-quota failures, KAITO (AI toolchain operator) Workspaces stuck not-ready, and GPU cost / scale-to-zero / spot eviction. WHEN: GPU pod Pending 'Insufficient nvidia.com/gpu', no nvidia.com/gpu on node, CUDA driver version insufficient, model OOMKilled loading weights, GPU node pool quota exceede.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add azure/aks-skills/aks-gpu-inference@v1.0.0
Exact content
mdr add azure/aks-skills/aks-gpu-inference@sha256:cdfb9caaf115cd7b

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3nqs3bnesfp4pk26.svg)](https://markdownregistry.com/a/art_3nqs3bnesfp4pk26)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-08-24 e076860 5,190 BA view · diff
v1.0.02026-07-30 98380bb 5,283 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (5190 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

azure/aks-skills · 5 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3nqs3bnesfp4pk26
GET https://markdownregistry.com/api/v1/resolve?ref=azure/aks-skills/aks-gpu-inference
GET https://markdownregistry.com/api/v1/blob/cdfb9caaf115cd7be7795362a296f6e0444487fee222f7d3b87dbd1d22e746b5

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.