By abossard
Azure Monitor Health Model agent skills — end-to-end workflow from resource discovery to deployment using only the standard az CLI. Six skills: discovery, architecture, design, deploy, orchestrator, and signal catalog.
Map discovered Azure resources into a dependency graph and Mermaid diagram, then propose an entity hierarchy. WHEN: 'map architecture', 'draw resource graph', 'show resource dependencies', 'propose health model hierarchy'. PREREQUISITE: healthmodel-discovery must have run first — this skill refuses to start without `.healthmodel/01-discovery.json` and `.healthmodel/00-brief.md`. DO NOT USE FOR: deploying or designing signals (use healthmodel-design / healthmodel-deploy), generic architecture diagrams unrelated to health models.
Deploy and incrementally adapt an Azure Monitor Health Model using only standard az CLI (az rest, az bicep) — no extensions. Uses sparse design files: the skill owns the fields it writes, leaves portal edits intact. WHEN: 'deploy the health model', 'apply the design', 'update health model in Azure', 'push the health model', 'adapt the existing health model'. DO NOT USE FOR: designing entities (use healthmodel-design), discovering resources (use healthmodel-discovery), or operations against unrelated Azure Monitor features.
Design health model entities, signal definitions, and relationships from the architecture graph. Emits SPARSE design files (only fields the skill manages) so the deploy phase can merge cleanly with portal edits. WHEN: 'design entities and signals', 'propose health thresholds', 'create health model spec', 'generate signal definitions'. DO NOT USE FOR: discovery (use healthmodel-discovery), deployment to Azure (use healthmodel-deploy), modifying live health models directly.
Discover Azure resources and interview user to prepare health model inputs. WHEN: 'discover resources for health model', 'scan my Azure', 'what should I monitor', 'interview for health model'. DO NOT USE FOR: deploying health models (use healthmodel-deploy), general resource inventory without health model intent, cost or compliance audits.
Build an Azure Monitor Health Model end-to-end from resource discovery to deployment, using only the standard az CLI. Chains four phase skills with human checkpoints. WHEN: 'create health model', 'build health model', 'monitor my Azure resources with health model', 'set up Azure Monitor health model from scratch'. DO NOT USE FOR: general Azure monitoring setup without health models, Application Insights configuration, or Grafana dashboard creation.
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A hands-on learning framework for senior software engineers: design, build, and operate globally distributed, mission-critical applications on Microsoft Azure.
| Layer | Technology |
|---|---|
| Compute | Azure Kubernetes Service (AKS) — multi-stamp, Karpenter autoscale |
| Istio | Just for the Gateway API |
| GitOps | Flux v2 (image automation, postBuild substitution) |
| Framework | .NET 10, Orleans (virtual actors), Aspire (local dev) |
| Database | Azure Cosmos DB (NoSQL, multi-region writes, autoscale) |
| Caching | None at the moment, Frontdoor |
| AI | Azure OpenAI (GPT-4.1, GPT-4.1-mini, GPT-5.4) |
| Observability | Application Insights + OpenTelemetry + Prometheus |
| Ingress | Azure Front Door (Premium/Standard, WAF, custom domains) |
| DNS & TLS | Azure DNS + cert-manager (Let's Encrypt) + external-dns |
| IaC | Bicep (via Azure Developer CLI) |
| CI/CD | GitHub Actions (OIDC auth, multi-arch Docker builds) |
| Health | Microsoft.CloudHealth health models (preview), az healthmodel CLI extension |
| App | Description | Tech Stack | SPA | Tests | E2E | AOT |
|---|---|---|---|---|---|---|
| DarkUxChallenge | Accessibility testing challenge — hostile-but-truthful UX | .NET 10, Cosmos DB, Aspire | ✅ React+Vite | ✅ TUnit | ✅ Playwright | ✅ |
| HelloAgents | AI multi-agent conversations with Orleans streaming | .NET 10, Orleans, OpenAI, Cosmos DB | ✅ React | ✅ TUnit | ✅ Playwright | — |
| GraphOrleons | Event-driven graph modeling with Orleans grains | .NET 10, Orleans, Cosmos DB, Aspire | ✅ React+Vite | ✅ TUnit | ✅ Playwright | — |
| HelloOrleons | Orleans clustering demo | .NET 10, Orleans | — | ✅ TUnit | — | — |
| PlayersOn | Orleans grain architecture reference | .NET 10, Orleans | — | ✅ | — | — |
| PlayersOnOrleans | Minimal Orleans alternative demo | .NET 10, Orleans | — | ✅ | — | — |
| Orthereum | Ethereum-like state machine with AOT | .NET 10, Orleans, AOT | — | ✅ | — | ✅ |
| Tool | Description | Details |
|---|---|---|
az healthmodel | Azure CLI extension for Health Models | CRUD + live TUI watch mode + SVG export. See README |
scripts/healthmodel/ | Health model Bicep generator | Generates healthmodel.bicep from shared config.json |
scripts/grafana/ | Grafana dashboard generator | Builds JSON dashboards for Azure Monitor |
| Agent Skills | Agent-driven Health Model workflow | Orchestrator + 5 phase skills (discovery → architecture → design → deploy → catalog). Uses only az rest + az bicep + jq — no extensions. Install below. |
The skills/ directory contains six Agent Skills covering the end-to-end Health Model workflow. They follow the open Agent Skills standard, which is auto-discovered by Claude Code, GitHub Copilot (VS Code agent mode, CLI, cloud agent), Cursor, Codex, Gemini CLI, JetBrains Copilot, and ~30 other agents. Skills run against any modern az CLI install — no Python SDK, no CLI extension, no ARM template deployments.
This repo — nothing to do. Cloning the repo gives you the skills at skills/, which every compliant agent auto-discovers when you open the workspace.
Works with Claude Code, GitHub Copilot CLI, and VS Code Copilot — skills available across every project on your machine:
# Install (works with claude or copilot)
claude plugin marketplace add abossard/always-on-v2
claude plugin install healthmodel@healthmodel
or equivalently with copilot:
copilot plugin marketplace add abossard/always-on-v2
copilot plugin install healthmodel@healthmodel
claude plugin update healthmodel
# or: copilot plugin update healthmodel
claude plugin uninstall healthmodel
# or: copilot plugin uninstall healthmodel
npx claudepluginhub abossard/always-on-v2 --plugin healthmodelA learning-focused skill plugin that teaches before implementing — for team onboarding
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Azure Monitor Health Model agent skills — end-to-end workflow from resource discovery to deployment using only the standard az CLI. Six skills: discovery, architecture, design, deploy, orchestrator, and signal catalog.
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