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.

Download a blob (CSV, JSON, or any file) from Azure Blob Storage using the caller's (agent's) managed identity via AAD — no account key or SAS. Use when an agent needs to read input data a user placed in their own blob container, including from inside a…

List, upload, download, get, and delete files in an Azure AI Foundry project via its data-plane Files API. Use when an agent needs to manage project files (list files, upload a file, download file content, get file metadata, delete a file) against a project…

Fetch the user's financial profile (risk tolerance, investable cash, horizon, goals, current holdings, constraints) from the profile API while keeping the API credential secret. Use when an investment or planning agent needs the user's financial profile…

Read a named secret from Azure Key Vault using the caller's (agent's) managed identity, without ever placing the secret value in a prompt or tool argument. Use when an agent needs a credential, API key, connection string, or `sig` held in Key Vault —…

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

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.

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

Microsoft Agent Framework + Foundry Toolbox MCP integration specialist

Operate the Azure AI Search index and knowledge base behind FoundryIQ for Fibey field ops.

Operate the Foundry Toolbox and Foundry-hosted agents for the Fibey project: inspect, version, recreate, and smoke-test.

React + TypeScript + Tailwind CSS chat interface specialist for this project's streaming chat UI

Provide a comprehensive field briefing for a work order — combining work order details, parts availability, and relevant technical procedures or safety protocols from the knowledge base. Use when the technician wants a full briefing, walkthrough, or complete…

Handle inventory and parts queries — stock checks, part lookups, availability, category browsing, and equipment searches. Use when the technician asks about parts, stock levels, SKUs, availability, supplies, or equipment.

Handle technical knowledge questions — procedures, safety protocols, troubleshooting, specifications, installation standards, and testing guidance. Use when the technician asks how-to questions, about procedures, safety, cable specs, OTDR testing, splicing…

Handle work order operations — viewing, listing, creating, and updating work orders. Use when the technician asks about work orders, assignments, scheduling, job status, or needs to create or update a WO.

Scaffold a full release capsule — folder, spec-driven README, notebook skeleton, deps, CHANGELOG row.

Register a model under an existing publisher — updates the members table without scaffolding a capsule.

Register a new model publisher — creates models/<slug>/ with a spec-driven README stub.

Regenerate the repo README's Recently added table (Model / Release date / Capabilities) from the top 3 CHANGELOG rows.

Scaffold a new capability primer under docs/primers/ and add the capability to the repo README taxonomy.

Insert or update a term in docs/GLOSSARY.md under the correct letter section, with a required grounding reference.

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…