development▌

Run nf-core bioinformatics pipelines on local or public sequencing data.

A comprehensive skill for building production-ready microservices using FastAPI. This skill covers REST API design patterns, asynchronous operations, dependency injection, testing strategies, and deployment best practices for scalable Python applications.

Use search-docs for detailed Tailwind CSS v4 patterns and documentation.

Specialized workflow for building AI agents including single autonomous agents, multi-agent systems, agent orchestration, tool integration, and human-in-the-loop patterns.

Load with: base.md + llm-patterns.md + [language].md

Organize code using the standard layered pattern:

Hooks are event-driven automation scripts that execute in response to Claude Code events. Use hooks to validate operations, enforce policies, add context, and integrate external tools into workflows.

Develop efficient gRPC services using Protocol Buffers for service definition, with support for unary calls, client streaming, server streaming, and bidirectional streaming patterns.

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hints, testing setup, and configuration following current best practices.

A comprehensive methodology for systematic software feature development that ensures quality, maintainability, and successful delivery through structured planning.