script-development
スクリプト開発ガイド。Shell、Python、Node.jsスクリプト、自動化、バッチ処理、環境変数管理など、効率的なスクリプト開発のベストプラクティス。
python-development
Python開発ガイド。FastAPI、Django、Flask、型ヒント、非同期処理、データ処理、パフォーマンス最適化など、Pythonアプリケーション開発のベストプラクティス。
cli-development
CLIツール開発ガイド。Node.js（Commander、Inquirer）、Python（Click、Typer）、Go（Cobra）、引数パース、インタラクティブUI、アーキテクチャ設計、テスト、配布方法など、プロフェッショナルなCLIツール開発のベストプラクティス。
python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
python-log-expert
Expert guidance for Python logging libraries including structlog, standard logging, and log analysis. Use when working with Python logs, troubleshooting logging issues, implementing logging best practices, or analyzing structlog source code implementation. Includes complete structlog source code in source/structlog/ for deep implementation analysis. Requires structlog package.
uv-expert
Expert guidance for uv Python package and project manager. Use when working with uv, Python dependency management, project setup, virtual environments, or when users mention uv commands, pip alternatives, or fast Python package management.
python-expert-tester
Expert guidance for Python testing that analyzes your existing setup and provides evidence-based recommendations. I'll examine your current tests, configurations, and dependencies before suggesting changes. Use when writing tests, improving coverage, debugging issues, or optimizing testing setup.
feishu-openapi-dev
Expert guidance for Feishu (飞书) / Lark OpenAPI Python development. Build Feishu applications, robots, handle event subscriptions, card callbacks, and API integrations. Use when working with Feishu SDK, lark-oapi, building Feishu bots, or mentioning 飞书 development.
langgraph-python-expert
Expert guidance for LangGraph Python library. Build stateful, multi-actor applications with LLMs using nodes, edges, and state management. Use when working with LangGraph, building agent workflows, state machines, or complex multi-step LLM applications. Requires langgraph, langchain-core packages.
python-file-splitter
Split large Python files into multiple files organized as a package. Use when user says "split this file", "this file is too big", "break this into multiple files", or similar requests for Python (.py) files.
python-dataviz
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backend-patterns
Production-grade backend patterns for Node.js, Python, Go, and Java/Spring frameworks
python-programming
Master Python fundamentals, OOP, data structures, async programming, and production-grade scripting for data engineering
FastAPI
FastAPI web framework for building modern APIs with async support
Asyncio Programming
Master asynchronous programming with asyncio, async/await, concurrent operations, and async frameworks
Python Performance
Master Python optimization techniques, profiling, memory management, and high-performance computing
Machine Learning
Python machine learning with scikit-learn, PyTorch, and TensorFlow
Debugging
Python debugging techniques, pdb, and IDE debugging tools
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