airunway-aks-setup
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment,…
End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds infrastructure code, and deploys — tailored to your app, not a
Claude Code
$ npx -y skills add microsoft/azure-skills --skill azure-app-onboard --agent claude-code
Codex
$ npx skills add microsoft/azure-skills --skill azure-app-onboard -a codex -y
Cursor
$ npx skills add microsoft/azure-skills --skill azure-app-onboard -a cursor -y
Gemini CLI
$ npx skills add microsoft/azure-skills --skill azure-app-onboard -a gemini-cli -y
GitHub Copilot
$ npx skills add microsoft/azure-skills --skill azure-app-onboard -a github-copilot -y
OpenCode
$ npx skills add microsoft/azure-skills --skill azure-app-onboard -a opencode -y
Windsurf
$ npx skills add microsoft/azure-skills --skill azure-app-onboard -a windsurf -y
name: azure-app-onboard description: "End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds infrastructure code, and deploys — tailored to your app, not a template. Handles moving existing apps to Azure without rewriting or with minimal changes. WHEN: bring your app to Azure, plan my app, cost to run, is my code ready to deploy, deploy my app to the cloud, deploy all my services, what Azure services do I need, plan my Azure deployment, deploy my new app to Azure, one-click deploy, I have an app and want it on Azure, migrate my app to Azure, help me get started, build an app, no code yet, starter project. DO NOT USE FOR: use azd for deployment(use azure-deploy), optimizing existing costs (use cost-optimization), code readiness checks only (use azure-app-onboard-prereq)." license: MIT metadata: author: Microsoft version: "1.2.9"
> ⛔ **Every repo goes through the full pipeline (Steps 1–10). No exceptions.** Do not skip steps, refuse, or short-circuit based on what you recognize. Follow the Workflow table below sequentially — read each step's references before acting.
| Property | Value | |----------|-------| | Best for | Developers who know what to build but not which Azure services to use | | Inputs | Business idea or existing codebase, budget/scale preferences (optional) | | Outputs | Architecture plan, cost estimate, IaC files, deployed Azure resources | | Phases | Discover → Architect → Scaffold → Deploy (self-contained, no external skill calls) |
| Scenario | Use Instead | |----------|-------------| | Run `azd up` or execute an existing deployment | `azure-deploy` | | Optimize existing Azure spend | `cost-optimization` from the optional `azure-cost` plugin | | Generate Bicep/Terraform for a known architecture | `azure-prepare` | | Validate infrastructure or run preflight checks | `azure-validate` | | Troubleshoot a running Azure deployment | `azure-diagnostics` | | Deploy to or manage AKS/Kubernetes directly | `azure-kubernetes` | | Look up or list existing Azure resources | `azure-resource-lookup` |
If `cost-optimization` is unavailable, explain that it is provided by the optional `azure-cost` plugin and direct the user to their client's supported plugin installation flow; do not imply the handoff completed.
> ⛔ **You MUST read [`references/pipeline-rules.md`](references/pipeline-rules.md) at the start of every AppOnboard session.** It contains approval gates, phase lifecycle, session artifacts, deploy-as-is, and security baseline rules.
> ⛔ **Deploy recovery:** After deploy gate approval OR before any `az deployment`/`az webapp deploy`/`az acr build` — if you haven't read `deploy/PHASE.md`, read `.copilot-azure/sessions/{id}/deploy-checklist.md` first, then `deploy/PHASE.md`. ⛔ NEVER invoke `{"skill": "azure-deploy"}` — that is a DIFFERENT skill for a DIFFERENT workflow.
> ⛔ **Post-scaffold transition (MANDATORY):** Immediately after `scaffold-manifest.json` is written, YOUR NEXT ACTION MUST be Step 8 (Deploy Approval Gate) — NOT a summary report, NOT a "here are the generated files" message, NOT a completion signal. Confirm `context.json` has `completedPhases: [...,"scaffold"]` + `currentPhase: "deploy"` (update it yourself if the scaffold subagent didn't). Re-read [approval-gates.md § Deploy Gate](references/approval-gates.md) if evicted from context (scaffold reference loading is heavy), then present the exact prompt: **"🚀 Ready to deploy? (Yes / Run manually / Edit plan / Cancel)"**. This gate is the LAST content in your response — wait for the user's reply.
| # | Step | Action | Reference | |---|------|--------|-----------| | 1 | **Session check + Azure login** | Create/resume session, verify Azure CLI auth, resolve subscription + user identity | ⛔ **You MUST read [session-protocol.md](references/session-protocol.md)** | | 2 | **Scope triage** | Check azd markers, triage question. Empty workspace or code-only (no infra) → Step 3 directly. | ⛔ Read [intent-gathering.md](references/intent-gathering.md) § Scope Triage | | 3 | **Prereq scan** | ⛔ Skip if `completedPhases` includes `"prereq"`. Otherwise: invoke `{"skill": "azure-app-onboard-prereq"}`. Write `prereq-output.json`, update `context.json`. **Halt if:** `overallHealth: "blocked"` OR `routeToSkill` set. | | | 4 | **Gather intent** | Present prereq results, confirm stack + Azure services, ask remaining questions. | ⛔ Read [intent-gathering.md](references/intent-gathering.md) § After Prereq Returns | | 5 | **Plan architecture** | Write `prepare-plan.json`. | ⛔ **You MUST read [prepare/PHASE.md](prepare/PHASE.md)** | | 6 | **Scaffold approval gate** | Display plan for user approval BEFORE generating any files. | ⛔ Read [approval-gates.md](references/approval-gates.md) § Scaffold Gate | | 7 | **Scaffold** | Generate IaC, self-review. Write `scaffold-manifest.json`. Update `context.json`. | ⛔ **You MUST read [scaffold/PHASE.md](scaffold/PHASE.md)** | | 8 | **Deploy approval gate** | Display validation summary. ⛔ After approval: FIRST read deploy-checklist.md → deploy/PHASE.md. NEVER `{"skill": "azure-deploy"}`. | ⛔ Read [approval-gates.md](references/approval-gates.md) § Deploy Gate | | 9 | **Deploy** | Execute IaC, health-check. Write `deploy-result.json`. | ⛔ **
Azure work is not just a code problem. It is a decision problem: which service fits this app, what needs to be validated before deployment, which tools should run, and what guardrails matter.
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment,…
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