aks-cost-optimization
Analyze advanced AKS cost efficiency. WHEN: \"AKS NAP readiness\", \"AKS bin packing\", \"AKS node scaling bottleneck\", \"AKS…
Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress configuration), security, and operations (autoscaling, upgrade
Claude Code
$ npx -y skills add microsoft/GitHub-Copilot-for-Azure --skill azure-kubernetes --agent claude-code
Codex
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-kubernetes -a codex -y
Cursor
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-kubernetes -a cursor -y
Gemini CLI
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-kubernetes -a gemini-cli -y
GitHub Copilot
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-kubernetes -a github-copilot -y
OpenCode
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-kubernetes -a opencode -y
Windsurf
$ npx skills add microsoft/GitHub-Copilot-for-Azure --skill azure-kubernetes -a windsurf -y
name: azure-kubernetes license: MIT metadata: author: Microsoft version: "0.0.0-placeholder" description: "Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress configuration), security, and operations (autoscaling, upgrade strategy, cost analysis). WHEN: create AKS environment, provision AKS, enable AKS observability, design AKS networking, choose AKS SKU, secure AKS, optimize AKS, AKS spot nodes, AKS cluster-autoscaler, rightsize AKS pod, pod rightsizing, over-provisioned AKS pod, pod resource requests and limits, Vertical Pod Autoscaler, VPA recommendations."
> **AUTHORITATIVE GUIDANCE — MANDATORY COMPLIANCE** > > This skill produces a **recommended AKS cluster configuration** based on user requirements, distinguishing **Day-0 decisions** (networking, API server — hard to change later) from **Day-1 features** (can enable post-creation). See [CLI reference](./references/cli-reference.md) for commands.
| Property | Value | |----------|-------| | Best for | AKS cluster planning and Day-0 decisions | | MCP Tools | `mcp_azure_mcp_aks` | | CLI | `az aks create`, `az aks show`, `kubectl get`, `kubectl describe` | | Related skills | azure-kubernetes-app-deploy (deploy an app to an existing cluster), azure-diagnostics (baseline AKS troubleshooting), azure-validate (readiness checks), azure-kubernetes-automatic-readiness (migrate existing cluster to AKS Automatic), optional `aks-skills` operations add-on (focused incident, advanced cost-efficiency, exact-signature, packet-capture, and GPU Day-2 workflows) |
Activate this skill when user wants to:
> **Deploying an application to an existing cluster?** This skill provisions and > configures the *cluster*. To containerize an app and deploy it to a cluster > that already exists (Dockerfile + manifests + Deployment Safeguards), use the > `azure-kubernetes-app-deploy` sub-skill instead.
> **Deeper operational task?** Keep Day-0 planning and basic operations in this > base skill. Load [optional-aks-operations.md](./references/optional-aks-operations.md) > only when a focused optional AKS operational skill could improve the current > task.
1. Start with the user's requirements for provisioning compute, networking, security, and other settings. 2. Use the `azure` MCP server and select `mcp_azure_mcp_aks` first to discover the exact AKS-specific MCP tools surfaced by the client. Choose the smallest discovered AKS tool that fits the task, and fall back to Azure CLI (`az aks`) only when the needed functionality is not exposed through the AKS MCP surface. 3. Determine if AKS Automatic or Standard SKU is more appropriate based on the user's need for control vs convenience. Default to AKS Automatic unless specific customizations are required. 4. Document decisions and rationale for cluster configuration choices, especially for Day-0 decisions that are hard to change later (networking, API server access).
If the user is unsure, use safe defaults.
**Pod IP Model** (Key Day-0 decision):
**Dataplane & Network Policy**:
**Egress**:
**Ingress**:
**DNS**:
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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.