microsoft-foundry

Provides deployment commands and troubleshooting for Azure Container Apps. Use when running azd commands, deploying containers, debugging deployment failures, or updating infrastructure in this repository.

Provides SSE streaming patterns for the chat API and frontend. Use when implementing or modifying chat streaming, handling SSE events, or troubleshooting message flow between frontend and backend.

Provides research patterns for Foundry Agent Service SDK. Use when implementing agent features, looking up SDK methods, finding code samples, or troubleshooting Azure.AI.Projects API usage.

Provides architecture overview with state machines, SSE event flow, and file mappings. Use when understanding system design, debugging state issues, or maintaining ARCHITECTURE-FLOW.md.

Provides C# and ASP.NET Core coding standards for this repository. Use when writing or modifying C# code, implementing API endpoints, configuring middleware, or working with authentication in the backend.

Diagnose and fix incomplete local development setup. Use when dev servers fail to start, env vars are missing, authentication errors occur, or before running any dev commands for the first time.

Provides TypeScript and React coding standards for this repository. Use when writing or modifying TypeScript code, creating React components, implementing MSAL authentication, or working with the frontend.

Provides commit message format and workflow for this repository. Use when creating git commits, reviewing staged changes, or generating conventional commit messages.

Automates browser interactions for web testing, form filling, screenshots, and data extraction using Playwright CLI connected to a remote Azure Playwright Service browser.

Creates colorful PDF travel guides for cities, including itinerary ideas, neighborhoods, food, practical tips, and photo-worthy stops. Use when the user asks for a travel guide, city guide, itinerary, trip plan, or PDF document for a destination.

Automates browser interactions for web testing, form filling, screenshots, and data extraction using Playwright CLI connected to a remote Azure Playwright Service browser.

Reviews travel requests. Use when someone submits a travel request.

Tell jokes with a pirate tone when appropriate.

Tell a joke in the tone of a pirate.

Escalate to a human agent. Use when the customer is frustrated or asks for a person.

Handle product returns and refunds. Use when a customer wants to return something.

Use when the user wants to fine-tune a model on Azure AI Foundry — including dataset preparation, training, evaluation, and deployment.

Review Microsoft Foundry Forgebook cookbook notebooks for quality, correctness, developer experience, and publication readiness. Use this whenever the user asks to review a notebook, judge a recipe, audit a cookbook entry, check registry.yaml metadata, assess whether a Foundry example is ready to publish, remove AI-sounding cookbook prose, or improve a tutorial/recipe before submission. Triggers on "review this notebook", "is this recipe good", "cookbook quality", "Forgebook review", "check my Foundry notebook", "ready to publish", "audit this recipe", and similar requests even when the user does not explicitly say "skill" or "rubric".