Ohorizons

Azure AI Foundry — provisioning, model deployment, RAG configuration, and operational management. USE FOR: provision AI Foundry, deploy AI model, configure RAG, AI Foundry operations, OpenAI model deployment, AI workspace setup. DO NOT USE FOR: general Azure infrastructure (use azure-infrastructure), Terraform IaC (use terraform-cli), Kubernetes operations (use kubectl-cli).

ArgoCD CLI operations for GitOps workflows — installation, bootstrap, and day-2 management. USE FOR: ArgoCD install, ArgoCD bootstrap, GitOps sync, ArgoCD app create, ArgoCD troubleshoot, ApplicationSet. DO NOT USE FOR: Helm chart management (use helm-cli), kubectl operations (use kubectl-cli), CI/CD pipeline creation (use @devops).

Azure CLI operations for cloud resource management. USE FOR: az login, az aks, az acr, az keyvault, Azure resource provisioning, Azure resource group, Azure subscription management. DO NOT USE FOR: Terraform IaC (use terraform-cli), Kubernetes operations (use kubectl-cli), Helm charts (use helm-cli).

Azure infrastructure patterns and best practices. USE FOR: Azure architecture patterns, hub-spoke networking, private endpoints, Workload Identity, resource naming, tagging strategy. DO NOT USE FOR: Terraform CLI commands (use terraform-cli), Azure CLI commands (use azure-cli), Kubernetes operations (use kubectl-cli).

Deploys the upstream open-source Backstage developer portal on Azure AKS or locally via Docker Desktop. USE FOR: deploy Backstage, Backstage on AKS, Backstage local Docker, Backstage Helm chart, Backstage PostgreSQL, Backstage ACR image, Backstage GitHub OAuth. DO NOT USE FOR: Backstage plugin development (use @platform), Golden Path template creation (use @platform), Azure infrastructure provisioning (use @azure-portal-deploy).

Configures GitHub Codespaces dev environments for each Golden Path template type so developers get a fully ready workspace when scaffolding from the portal. USE FOR: devcontainer.json configuration, Codespaces setup, Golden Path dev environment, container features, SDK pre-installation. DO NOT USE FOR: Backstage deployment (use backstage-deployment), CI/CD pipelines (use @devops), template creation (use @platform).

Database operations and health monitoring. USE FOR: PostgreSQL health check, database backup, database restore, connection string, database migration, database monitoring. DO NOT USE FOR: Azure infrastructure provisioning (use azure-cli), Terraform IaC (use terraform-cli), application code (use @devops).

End-to-end platform deployment orchestration — prerequisites, Terraform, Kubernetes verification, and troubleshooting. USE FOR: full platform deployment, deployment sequence, prerequisite validation, post-deploy verification, deployment troubleshooting. DO NOT USE FOR: Terraform modules (use terraform-cli), Kubernetes operations (use kubectl-cli), CI/CD pipelines (use @devops).

Observability stack — deploy Prometheus, Grafana, Loki, and Alertmanager, plus day-2 monitoring operations. USE FOR: deploy Prometheus, configure Grafana, setup Loki, Alertmanager rules, monitoring dashboards, observability troubleshooting. DO NOT USE FOR: application logging code, Terraform IaC (use terraform-cli), CI/CD pipelines (use deploy-orchestration).

Deploys the upstream open-source Backstage developer portal on Azure AKS or locally via Docker Desktop. USE FOR: deploy Backstage, Backstage on AKS, Backstage local Docker, Backstage Helm chart, Backstage PostgreSQL, Backstage ACR image, Backstage GitHub OAuth, Microsoft Entra ID auth, GitHub Enterprise Managed Users. DO NOT USE FOR: full platform orchestration (use deploy-orchestration), Azure infrastructure provisioning (use @azure-portal-deploy).

End-to-end platform deployment orchestration — prerequisites, Terraform, Kubernetes verification, and troubleshooting. USE FOR: full platform deployment, deployment sequence, prerequisite validation, post-deploy verification, deployment troubleshooting. DO NOT USE FOR: Terraform modules (use terraform-cli), Kubernetes read operations (use kubectl-cli), Helm package operations (use helm-cli).

GitHub CLI operations for repository and workflow management. USE FOR: gh repo, gh pr, gh issue, gh workflow, GitHub API, repository management, pull request automation. DO NOT USE FOR: Azure DevOps (use @ado-integration), Terraform (use terraform-cli), Kubernetes (use kubectl-cli).

Access 79 tools across 17 modules from the local MCP Ecosystem server to fetch live methodology, templates, components, and complete OFFICIAL DOCUMENTATION for spec-kit, anthropics-skills, agent-framework, gh-aw, agents-md, github-copilot-docs, the five Backstage modules, plus full official docs: Microsoft Learn (federated — all of Azure/AKS/AI Foundry/CAF/WAF), VS Code, GitHub (docs.github.com), Anthropic/Claude, Azure Cloud Adoption Framework (CAF) and Well-Architected Framework (WAF). USE FOR: Spec-Driven Development phases and commands, Microsoft Agent Framework patterns, GitHub Agentic Workflows (gh-aw), AGENTS.md format and section templates, GitHub Copilot documentation and customization, Anthropic docs, Backstage documentation, Software Catalog, Software Templates, plugin directory, Backstage UI and Storybook, searching all of Microsoft Learn (Azure, AKS, AI Foundry, CAF, WAF), VS Code docs, GitHub docs (Actions, GHAS, OIDC, Packages), and the Claude developer docs — to support agents during the whole

Produce complete, professional architecture diagrams that use the official Azure, Microsoft, and GitHub (Octicons) icon sets, output as editable draw.io (.drawio) files and exported SVG. Covers the official icon catalogs and their terms of use, the draw.io mxGraph file format, layout and connector conventions, and a bundled draw.io MCP server (Python FastMCP) that creates and edits .drawio diagrams programmatically (add nodes with official icons, connect edges, group, and lay out). Use whenever the deliverable includes an architecture diagram, a system context, a component or deployment diagram, or any cloud diagram that must use official vendor icons. Pairs with ai-native-engineer and agentic-architecture-patterns, and complements svg-professional for hand-crafted SVG.

Azure CLI operations for cloud resource management. USE FOR: az login, az aks, az acr, az keyvault, Azure resource provisioning, Azure resource group, Azure subscription management. DO NOT USE FOR: Terraform IaC (use terraform-cli), Kubernetes operations (use kubectl-cli), Helm charts (use helm-cli).

Azure infrastructure patterns and best practices. USE FOR: Azure architecture patterns, hub-spoke networking, private endpoints, Workload Identity, resource naming, tagging strategy. DO NOT USE FOR: Terraform CLI commands (use terraform-cli), Azure CLI commands (use azure-cli), Kubernetes operations (use kubectl-cli).

Azure CLI operations for cloud resource management

Azure infrastructure patterns and best practices

GitHub CLI operations for repository and workflow management

CLI tool prerequisites validation and setup

Validation scripts for deployment and configuration verification

ArgoCD CLI operations for GitOps workflows — installation, bootstrap, and day-2 management

End-to-end platform deployment orchestration — prerequisites, Terraform, Kubernetes verification, and troubleshooting

Kubernetes CLI operations for AKS cluster management