open-horizons-platform

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).

Create vibrant, colorful Microsoft Word documents (.docx) using the 4-color Microsoft logo palette (Red, Green, Blue, Yellow). Each section gets a different logo color for headings and tables, with decorative 4-color bars between sections. USE FOR: create Word document, generate docx, write report, Microsoft branded document, workshop guide, training material, whitepaper, proposal, colorful document, 4 cores, cores do logo, visual, vibrante. DO NOT USE FOR: presentations (use pptx-creator), diagrams (use figjam-diagrams), Excel (use xlsx-creator), PDF (use pdf-creator).

Create professional FigJam diagrams using the Figma MCP connector with Mermaid syntax, Microsoft brand colors, and proven rendering patterns. Encodes hard-won lessons about FigJam's Mermaid renderer quirks and provides Microsoft-branded color palettes. USE FOR: create diagram, FigJam diagram, flowchart, sequence diagram, architecture diagram, process flow, Mermaid diagram, agent flow, SDLC diagram, deployment diagram, diagrama, fluxo, sequência, system interaction, entity relationship. DO NOT USE FOR: Figma UI design (not diagrams), presentations (use pptx-creator), or pptx-creator), Word documents (use docx-creator).

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).

Helm CLI operations for Kubernetes package management. USE FOR: helm install, helm upgrade, helm rollback, Helm chart management, Helm values, Helm repo add. DO NOT USE FOR: kubectl operations (use kubectl-cli), ArgoCD sync (use argocd-cli), Terraform IaC (use terraform-cli).

GitHub Issue-driven operations dispatcher — maps slash commands in issue comments to automation scripts. USE FOR: slash command dispatch, issue ops automation, /onboard command, /validate command, /check-agents command, IssueOps workflow. DO NOT USE FOR: GitHub Actions workflows (use @devops), manual script execution (use validation-scripts), Backstage deployment (use backstage-deployment).

Kubernetes CLI operations for AKS cluster management. USE FOR: kubectl get, kubectl apply, kubectl describe, pod troubleshooting, service debugging, namespace management. DO NOT USE FOR: Helm charts (use helm-cli), ArgoCD sync (use argocd-cli), Azure resource provisioning (use azure-cli).

Creates professional, well-structured Markdown documents with YAML frontmatter, versioning, author attribution, table of contents, and consistent formatting. USE FOR: create markdown document, write markdown, generate md file, create README, write technical doc, create ADR, architecture decision record, write changelog, create specification, write guide in markdown. DO NOT USE FOR: Word documents (use docx-creator), presentations (use pptx-creator), diagrams (use figjam-diagrams).

Model Context Protocol server reference and operations. USE FOR: MCP server setup, MCP tool reference, MCP configuration, docker-compose MCP, MCP server troubleshooting. DO NOT USE FOR: general Docker operations, Kubernetes operations (use kubectl-cli), application deployment (use deploy-orchestration).

Provides access to 46 tools from the local MCP ecosystem server to fetch live methodology, templates, and reference data from spec-kit, agent-framework, gh-aw, anthropics-skills, agents-md, awesome-copilot, github-copilot-docs, anthropic-platform-docs, and backstage-docs. USE FOR: spec-driven development, agent framework patterns, agentic workflow patterns, Anthropic skill catalog, AGENTS.md format, awesome-copilot skills/agents/prompts lookup, GitHub Copilot documentation and customization, Anthropic API and Agent SDK docs, prompt engineering best practices, Backstage documentation, Software Catalog, Software Templates, plugin development, Backstage API reference. DO NOT USE FOR: general web search, non-reference queries.

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 @devops).

Creates professional Microsoft-branded PDF documents with cover pages, 4-color palette, tables, charts, headers/footers, and executive formatting using Python and reportlab. USE FOR: create PDF, generate pdf, build PDF report, Microsoft branded PDF, PDF proposal, PDF whitepaper, executive PDF, PDF with charts, PDF with tables. DO NOT USE FOR: Word documents (use docx-creator), presentations (use pptx-creator), Excel (use xlsx-creator), diagrams (use figjam-diagrams).

GitHub Actions CI/CD diagnostics — workflow run analysis, job/step failure identification, and remediation patterns. USE FOR: diagnose pipeline, workflow failure, build error, deploy failure, GitHub Actions troubleshooting, CI/CD debug. DO NOT USE FOR: test analysis (use test-coverage), Kubernetes operations (use kubectl-cli), Helm charts (use helm-cli).

Creates professional Microsoft PowerPoint (.pptx) presentations with Microsoft branding, 16:9 format, 10-slide structure, and executive-grade content. USE FOR: create PowerPoint, generate pptx, build presentation, Microsoft branded slides, executive deck, technical presentation. DO NOT USE FOR: diagrams (use figjam-diagrams), Word documents (use docx-creator).

CLI tool prerequisites validation and setup. USE FOR: validate prerequisites, check CLI tools, install missing tools, verify versions, prerequisite checklist. DO NOT USE FOR: deployment orchestration (use deploy-orchestration), Terraform operations (use terraform-cli), Kubernetes operations (use kubectl-cli).

INVEST user story decomposition and GitHub Issues creation — epic analysis, persona identification, acceptance criteria, and sprint-ready stories. USE FOR: decompose epic, create user stories, INVEST criteria, acceptance criteria, sprint planning, create GitHub issues, story mapping, backlog grooming. DO NOT USE FOR: test analysis (use test-coverage), pipeline diagnostics (use pipeline-diagnostics), architecture design (use @architect).

Terraform CLI operations for Azure infrastructure management. USE FOR: terraform init, terraform plan, terraform apply, terraform destroy, state management, module development, tfsec scanning. DO NOT USE FOR: Azure CLI operations (use azure-cli), Kubernetes operations (use kubectl-cli), Helm charts (use helm-cli).

Test coverage and quality gate analysis — CI check runs, PR review status, coverage reports, and test improvement recommendations. USE FOR: check runs analysis, test coverage, PR checks, quality gate, test failures, coverage diff, failing checks, test quality. DO NOT USE FOR: pipeline diagnostics (use pipeline-diagnostics), writing tests (use @test agent), code review (use @reviewer).

Validation scripts for deployment and configuration verification. USE FOR: validate deployment, validate configuration, validate prerequisites, run validation scripts, post-deploy checks. DO NOT USE FOR: Terraform validation (use terraform-cli), Kubernetes checks (use kubectl-cli), CI/CD pipelines (use @devops).

Creates professional Microsoft Excel (.xlsx) workbooks with dashboards, charts, connected tabs, conditional formatting, and Microsoft branding. USE FOR: create Excel, generate xlsx, build spreadsheet, dashboard Excel, KPI tracker, financial model, data tracker, project tracker, Microsoft branded Excel, create workbook with charts. DO NOT USE FOR: Word documents (use docx-creator), presentations (use pptx-creator), diagrams (use figjam-diagrams).

Diagnose GitHub Actions workflow failures and recommend focused CI/CD fixes.

Decompose work into INVEST-style stories with observable acceptance criteria.

Analyze tests, coverage, and quality gates for generated services.