aks-cost-optimization
Analyze advanced AKS cost efficiency. WHEN: \"AKS NAP readiness\", \"AKS bin packing\", \"AKS node scaling bottleneck\", \"AKS…
Plan, deploy, operate, and troubleshoot Azure Local (formerly Azure Stack HCI): sizing and prerequisites, Arc registration, lifecycle updates, workloads (Azure Local VMs, AKS on Azure Local, images, disks, logical networks), SDN and network security, and failure triage —
Claude Code
$ npx -y skills add microsoft/GitHub-Copilot-for-Azure --skill azure-local --agent claude-code
Codex
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-local -a codex -y
Cursor
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-local -a cursor -y
Gemini CLI
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-local -a gemini-cli -y
GitHub Copilot
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-local -a github-copilot -y
OpenCode
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-local -a opencode -y
Windsurf
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-local -a windsurf -y
name: azure-local description: "Plan, deploy, operate, and troubleshoot Azure Local (formerly Azure Stack HCI): sizing and prerequisites, Arc registration, lifecycle updates, workloads (Azure Local VMs, AKS on Azure Local, images, disks, logical networks), SDN and network security, and failure triage — starting read-only and confirming before risky changes. WHEN: Azure Local, Azure Stack HCI, Arc resource bridge, custom location, Azure Local VM, Arc VM, AKS on Azure Local, AKS hybrid, SDN, Lifecycle Manager, Azure Local update, disconnected site." license: MIT metadata: author: Microsoft version: "0.0.0-placeholder"
| Property | Value | | --- | --- | | Best for | Azure Local planning, deployment, operations, workloads | | MCP Tools | Generic Azure MCP tools only; no Azure Local namespace | | CLI | `az graph query`, `az resource show`, Azure Local PowerShell | | Related skills | azure-compute (public VMs), azure-kubernetes (public AKS) |
Use for Azure Local, Azure Stack HCI, Azure Local VMs, AKS on Azure Local, AKS hybrid, SDN, lifecycle updates, disconnected sites, or troubleshooting. Covers standard deployments (1-16 node hyperconverged, up to 64 disaggregated) and rack-aware clusters.
Do not use for cloud VM or public AKS guidance, or for **multi-rack (rack scale)** deployments — those use a separate control plane and procedure set. Hand off to the `azure-local-multi-rack` skill.
Azure Local has no dedicated MCP namespace. Use generic Azure MCP tools: `mcp_azure_mcp_extension_cli_generate` (ARG/CLI inventory), `mcp_azure_mcp_monitor` (needs Log Analytics), `mcp_azure_mcp_resourcehealth` (partial; not local cluster health), `mcp_azure_mcp_documentation` (pass the user's version when known).
Scope and limitations: [mcp-and-cli-tools](references/mcp-and-cli-tools.md).
0. Confirm deployment scale. If the user mentions multi-rack, aggregation racks, Network Fabric Controller, Cluster Manager, or `Microsoft.NetworkCloud` resources, stop and use the `azure-local-multi-rack` skill instead. 1. Deploy -> [plan-and-deploy](workflows/plan-and-deploy/plan-and-deploy.md) 2. Operate/update -> [operate-and-update](workflows/operate-and-update/operate-and-update.md) 3. VMs, AKS, images, disks, networks -> [workload-management](workflows/workload-management/workload-management.md) 4. SDN, NSG, load balancer, gateway -> [networking-and-security](workflows/networking-and-security/networking-and-security.md) 5. Failures -> [troubleshooting](workflows/troubleshooting/troubleshooting.md)
Read the matched workflow first and use [docs-map](references/docs-map.md). Start read-only. Ask before updates, deletes, reimages, network changes, VM power/delete operations, or Arc bridge/custom location changes.
| Scenario | Remediation | | --- | --- | | Scale unknown | Ask whether the deployment is standard or multi-rack before giving procedures. | | Multi-rack detected | Hand off to the `azure-local-multi-rack` skill; these procedures do not apply. | | Version unknown | Ask for the Azure Local version, or use latest docs. | | Risky change detected | Stop and follow [safety-rules](references/safety-rules.md). | | No local access | Stay with Azure control-plane checks only. | | Doc URL 404/redirect | Search Learn for the article title with the user's version. |
GitHub Copilot for Azure is a set of extensions for Visual Studio, VS Code, and Claude Code designed to streamline the process of developing for Azure.
Analyze advanced AKS cost efficiency. WHEN: \"AKS NAP readiness\", \"AKS bin packing\", \"AKS node scaling bottleneck\", \"AKS…
Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod…
Lookup documented AKS fixes only when the prompt includes an exact catalog signature and all of its qualifiers:…
Collects bounded packet captures from AKS nodes and Azure network configuration for wire-level evidence. WHEN: \"capture packets…
Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation. WHEN: pod crashes or Pending,…
Builds an Azure portal deep link to a specific blade/menu item for supported Microsoft.ContainerService, Microsoft.Kubernetes,…
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
Ask which skill or flow fits your situation. A router over the skills in this repo.