azure-kusto-graph
Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching (graph-match),…
| Property | Value | |----------|-------| | Best for | Executing validated IaC against Azure, health-checking deployed resources | | Inputs | `prepare-plan.json` + `scaffold-manifest.json` from `.copilot-azure/sessions/{id}/` | | Outputs | `deploy-result.json` written to session
$ npx -y skills add microsoft/GitHub-Copilot-for-Azure --skill deploy --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/deployContext preview
The summary Claude sees to decide when to auto-load this skill.
| Property | Value | |----------|-------| | Best for | Executing validated IaC against Azure, health-checking deployed resources | | Inputs | `prepare-plan.json` + `scaffold-manifest.json` from `.copilot-azure/sessions/{id}/` | | Outputs | `deploy-result.json` written to session
| Property | Value | |----------|-------| | Best for | Executing validated IaC against Azure, health-checking deployed resources | | Inputs | `prepare-plan.json` + `scaffold-manifest.json` from `.copilot-azure/sessions/{id}/` | | Outputs | `deploy-result.json` written to session directory | | Parent | [azure-app-onboard](../SKILL.md) |
Invoked by the `azure-app-onboard` orchestrator at Phase 4 when `scaffold-manifest.json` exists with `files[]` and `validationResult`. Not directly user-routable.
> **Return to orchestrator:** When complete, return control to `azure-app-onboard` for handoff (Step 10). Do NOT start new phases.
| Scenario | Use Instead | |----------|-------------| | Plan architecture, map services, estimate costs | [prepare](../prepare/SKILL.md) | | Generate IaC files from a plan | `azure-app-onboard` Step 7 (scaffold) | | Run `azd up` or execute existing deployment templates | `azure-deploy` | | Debug a running app after deployment | `azure-diagnostics` | | Optimize existing Azure spending | `azure-cost` |
> ⛔ **Sub-agent delegation is MANDATORY for Step 0.** Read `subagent-preflight.md`, then dispatch as a `task` with the **COMPLETE and UNMODIFIED** template text between `<<<TEMPLATE_START>>>` / `<<<TEMPLATE_END>>>` delimiters. Do NOT summarize or rewrite the template — the sub-agent needs every "Read [file]" instruction to produce a correct `deploy-checklist.md`. Append session artifact data AFTER the template block. If your next action after reading the template is anything other than `task`, you are executing it inline instead of delegating.
> ⛔ **Healing loop:** ask user after 3 attempts, then every 5 (counter = `healingAttempts[].length`).
> ⛔ **Region lock:** Before `az deployment` retry, compare `--location` against `prepare-plan.json.deploymentVariables.location`. If changed → re-approval gate required. Update plan after approval.
> ⛔ **After compaction or any `az deployment`/`az webapp deploy`/`az acr build`/failed health check: re-read `deploy-checklist.md`.** If missing → fill from [`deploy-checklist-template.md`](references/deploy-checklist-template.md). On significant context loss: also re-read this SKILL.md.
| # | Step | Action | Artifact | Reference | |---|------|--------|----------|-----------| | 0 | **Dispatch preflight sub-agent** | ⛔ **You MUST dispatch [`subagent-preflight.md`](references/subagent-preflight.md) as a `task`.** ⛔ agent_type: `"task"` — NEVER `"general-purpose"`. Read the template, then your NEXT action MUST be `task`. If after reading the template your next action is `powershell`, `view`, or anything other than `task`, STOP — you are executing inline instead of delegating. Writes `deploy-checklist.md`. **`view` it immediately after return.** | `deploy-checklist.md` | ⛔ **You MUST read [`subagent-preflight.md`](references/subagent-preflight.md)** | | 1 | **Read upstream artifacts** | Load `prepare-plan.json` + `scaffold-manifest.json`. Check `validationResult`. Resolve subscription + deployment variables. | — | — | | 3 | **Preflight checks** | Auth, **mandatory what-if preview**, RBAC, RG per `deploy-checklist.md` § Preflight. | — | ⛔ **You MUST read `deploy-checklist.md`** (re-read if compaction occurred) | | 4 | **Deploy approval gate** | Present cost + resource summary per `deploy-checklist.md` § Deploy approval gate format. | — | — | | 5b | **Write deploy-result.json skeleton** | ⛔ Read [`deploy-schemas.ts`](references/deploy-schemas.ts), write skeleton (`status: "in-progress"`). Must exist BEFORE first `az` command. | `deploy-result.json` | ⛔ **You MUST read [`deploy-schemas.ts`](references/deploy-schemas.ts)** | | 6 | **Execute deployment** | ⛔ **BEFORE `az deployment sub create`:** Generate portal link — `$dn="{deploymentName}"; $r="/subscriptions/{subId}/providers/Microsoft.Resources/deployments/$dn"; $l="https://portal.azure.com/#view/Microsoft_Azure_Resources/DeploymentDetails.MenuView/~/overview/id/$($r.Replace('/','%2F'))"; Write-Output "LINK=$l"`. ⛔ **Auto-open link in browser:** `Start-Process $l 2>$null`. Print bare URL in chat (ctrl-clickable).<br>Auto-generate ALL `@secure()` params (`openssl rand -base64 32 \| tr -d '/+='`), NEVER `ask_user` for passwords; on retry reuse from `deploy-secrets.env` or Key Vault — NEVER regenerate (see deploy-safety.md § Deploy Checklist). THEN deploy IaC. | — | ⛔ **You MUST read `deploy-checklist.md`** § Execute deployment | | 6b | **Deploy application code** | ⛔ Deploy code for EVERY service in `prepare-plan.json.services[]`. Follow `deploy-checklist.md` § Code deploy. | — | ⛔ **You MUST read `deploy-checklist.md`** § Code deploy | | 7 | **Health-check + SCM re-disable** | HTTP GET per endpoint (max 3 iterations). ⛔ **Multi-service apps:** Also inspect the response body for error patterns (`connection refused`, `MODULE_NOT_FOUND`, `localhost`, `SET-IN-DEPLOY-PHASE`) — HTTP 200 alone does not mean functional when the app depends on another service or KV secrets. Then ⛔ for EVERY App Service/Functions app run BOTH commands — no exceptions: `az rest --method put --url "/subscriptions/{sub}/resourceGroups/{rg}/providers/Microsoft.Web/sites/{app}/basicPublishingCredentialsPolicies/scm?api-version=2023-12-01" --headers "Content-Type=application/json" --body '{"properties":{"allow":false}}'` then verify: `az rest --method get --url "/subscriptions/{sub}/resourceGroups/{rg}/providers/Microsoft.Web/sites/{app}/basicPublishingCredentialsPolicies/scm?api-version=2023-12-01" --query properties.allow -o tsv` (must return `false`). | `deploy-result.json` full | ⛔ **You MUST read `deploy-checklist.md`** § Health check | | 8 | **Finalize artifacts** | ⛔ Read [`deploy-schemas.ts`](references/deploy-schemas.ts). ⛔ Re-read `deploy-checklist.md` § Artifact verification — follow ALL 5 checks. ⛔ **No "live"/handoff message until you overwrite the skeleton `deploy-result.json`**
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.
Repo: microsoft/GitHub-Copilot-for-Azure
Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching (graph-match),…
Apply IRQL graph functions to KQL or IRQL query results for Kusto Explorer visualization. Generates Lift_To_Graph mappings and composes Graph_Render_View,…
Compose IRQL (Incident Response Query Language) queries for Kusto cybersecurity investigations. Translates natural language hunting questions into composable…
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first…
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to…
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR.…