spec-workflow

Expert guidance for .NET Aspire distributed application development. Use when adding integrations (databases, messaging, AI services), configuring AppHost orchestration, implementing service discovery, or troubleshooting Aspire applications. Emphasizes MCP tools for discovering up-to-date package information before implementation.

Expert guidance for implementing AI agents and multi-agent workflows using Microsoft Agent Framework. Use when adding AI agent capabilities, implementing multi-agent orchestration patterns, integrating MCP tools, or building intelligent automation systems. Emphasizes gathering up-to-date information from official documentation before implementation.

Expert guidance for efficiently gathering information from official Microsoft/Azure documentation using MCP tools. Use when implementing Microsoft/Azure features, troubleshooting issues, learning SDKs, verifying API signatures, or finding official code samples. Ensures you work with current documentation rather than outdated cached knowledge.

Implement AI chat completions, embeddings, and vector storage using Microsoft.Extensions.AI library. Use when adding LLM capabilities, semantic search, RAG patterns, or AI-powered features to .NET applications. Covers IChatClient, IEmbeddingGenerator, middleware pipelines, and provider-agnostic patterns.