microsoft/frontier-ai-starter-kit-rvas

excalidraw-diagram

Create Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.

content-accuracy-audit

Audit session content (activity guides, scenario lessons, READMEs, validate.py, solution.md, the rendered _site/, docs/, skills, infra, scripts) for correctness, currency, hallucinations, broken cross-references, and pacing. Cross-checks every Azure /…

customer-activity-forge

Research a customer and industry from public sources, then generate ranked AI-application ideas mapped to the three customer-delivery scenario playbooks.

microsoft-foundry

Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model…

foundry-hosted-agents

Build, deploy, and manage Microsoft Foundry hosted (containerized) agents — Responses + Invocations protocols, agent.yaml, azd ai agent, per-agent Entra identity, dedicated endpoints, ACR. Use for Advanced Deploy as a Hosted Agent.

foundry-iq-knowledge-bases

Build Microsoft Foundry IQ knowledge bases (preview) — multi-source, permission-aware grounding with agentic retrieval (query decomposition + parallel search + reranking); expose to agents via MCP. Use for Foundations Step 4 (Knowledge Base — Index + Foundry…

foundry-models

Discover, deploy, and manage Microsoft Foundry models; preset vs customized deployments; capacity discovery across regions; quota; PTU vs PAYG; RAI policy. Use for Foundations Step 2 (Model Selection & the Playground).

foundry-observability

Trace, monitor, and evaluate Microsoft Foundry agents — OpenTelemetry GenAI traces in Application Insights (KQL), eval↔trace correlation, azd ai agent monitor, dataset curation from prod traces, built-in quality + safety/RAI evaluators, batch evals,…

foundry-projects-resources

Provision Microsoft Foundry resources and projects; wire connections (key / OAuth / managed identity / agent identity); standard vs private-network infra. Use for Foundations Step 1 (Setup & Provisioning).

foundry-toolboxes

Curate intent-based Microsoft Foundry Toolboxes (preview) — one MCP-compatible endpoint bundling MCP, Web Search, Azure AI Search, Code Interpreter, File Search, OpenAPI, A2A, Browser Automation, and Computer Use tools. Build once, consume everywhere. Use for…

foundry-workflows

Multi-agent orchestration in Microsoft Foundry — declarative workflow vs A2A tool call vs Connected Agents pattern; Microsoft Agent Framework (MAF) patterns including Magentic manager/planner. Use for the Magentic Workflows and MAF Extras.