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Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Comprehensive guide for Pixi package manager - Python environment management, CUDA/GPU support, PyPI integration, Docker/Pixi-Pack deployment, and best practices for ML research

Format Python code with ruff formatter and optionally fix auto-fixable linting issues. Use when formatting code, preparing code for commit, or ensuring consistent code style across the project.

Oferece orientação abrangente para revisão de código em React 19, Vue 3, Rust, TypeScript, Java, Python e C/C++. Ajuda a identificar bugs, melhorar a qualidade do código e fornecer feedback construtivo, com uma fase de verificação obrigatória para problemas suspeitos.

交互式学习技能。按知识点逐项推进，每个知识点分阶段（概念→实例→测试），用户控制节奏。两种用法：/learn 任务编号（如 /learn 3｜Python｜基础语法复习）从任务清单读取，/learn 自由内容（如 /learn 什么是装饰器）快速学习。仅通过 /learn 主动调用，不响应对话中的关键词。

Diretrizes de desenvolvimento sistemáticas que impõem codificação disciplinada e consciente do contexto, além de pensamento focado no produto. Aplique esta skill antes de qualquer tarefa técnica, como codificação, depuração, refatoração, arquitetura, automação ou integração frontend/backend, abrangendo tecnologias como Supabase, React e IA.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Initialize a new ML research project using the ML Research template with PyTorch Lightning, Hydra, and modern Python tooling. Use when starting a new ML project from scratch.

Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mode, writes pytest test suites with fixtures and mocking, and validates code with black and ruff. Invoke for type hints, async/await patterns, dataclasses, dependency injection, logging configuration, and structured error h

Create branded blog header images with strict layout rules, safe zones, and brand color application. Python/Pillow implementation with 75% safe zone rule for mobile-safe rendering.

TDD pipeline for vallorcine scripts (bash/python/node)