arturhaikou

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 Ensures you work with current documentation rather than outdated cached knowledge.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.

IMPLEMENTATION SKILL — Add integrations, configure orchestration, or troubleshoot .NET Aspire distributed apps. USE FOR: adding database/messaging/AI/Azure NuGet integrations; configuring AppHost and service references; wiring service discovery; managing container resources; diagnosing Aspire startup or network errors. DO NOT USE FOR: general .NET coding (use default agent); non-Aspire Azure deployments. INVOKES: NuGet MCP tools to discover up-to-date package names and versions before every implementation.

RESEARCH SKILL — Fetch authoritative, up-to-date information from Microsoft Learn via MCP tools. USE FOR: verifying .NET/Azure API signatures or package versions; finding official code samples; researching any Microsoft/Azure SDK or service; resolving compilation errors from API changes; answering 'how does X work in .NET/Azure?'. DO NOT USE FOR: tasks with no Microsoft/Azure documentation dependency. INVOKES: mcp_microsoft_doc_microsoft_docs_search, mcp_microsoft_doc_microsoft_code_sample_search, mcp_microsoft_doc_microsoft_docs_fetch.