AI Infrastructure on Azure

Operational knowledge for Azure HPC GPU clusters running on CycleCloud Workspace for Slurm or AKS, with NVIDIA GB300 (NDv6) and H100 (NDv5) GPUs.

This single skill is the entry point for all cluster validation, diagnosis, and remediation questions. It contains a routing index that points to detailed reference files in references/. Read the relevant reference files before giving commands — do not invent thresholds or procedures.

How to Use This Skill

1. Classify the request using the Intent Map below.
2. Read the listed reference files before answering.
3. Use only commands and thresholds that appear in the reference files. If the user's question can't be answered from the references, say so and ask for clarification.
4. Ask for missing inputs explicitly: SKU (Standard_ND128isr_GB300_v6 or Standard_ND96isr_H100_v5), nodelist, cluster name, orchestrator (Slurm or AKS), failing job context.
5. Respond using the Response Contract at the bottom.

If the user invokes this skill with /ai-infra <request>, treat that as an explicit invocation and proceed with the same workflow.

Reference File Index

All reference files live in skills/ai-infra/references/.