mcp

This skill provides comprehensive guidance on Python's asyncio framework for modern concurrent programming using async/await syntax. It covers core concepts like event loops, tasks, and coroutines along with practical implementations including aiohttp for async HTTP operations and FastAPI async patterns. Use it when building concurrent I/O-bound applications, parallel API clients, real-time systems, or async web servers.

This skill helps developers build production-ready REST APIs in Go using net/http, Chi, Gin, Echo, and Fiber frameworks. It covers route structuring, middleware implementation, request validation, and error handling patterns. Use it when choosing an HTTP framework, designing REST endpoints, or implementing authentication and testing for Go services.

This skill provides comprehensive Go observability instrumentation using OpenTelemetry for distributed tracing, Prometheus for metrics collection, and structured logging with slog. Use it when instrumenting microservices for production monitoring, debugging distributed systems, or setting up operational dashboards. It covers everything from initializing tracers and metrics endpoints to implementing HTTP middleware and health checks.

This skill enables developers to build MCP servers that expose tools, resources, and prompts for Claude Desktop integration. Use it when creating AI integrations, exposing APIs to LLMs, or building Claude Desktop extensions with custom data connectors. It provides TypeScript/Python SDKs for implementing server-side AI tooling.