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mypy

GhostTypes

Professional static type checking for Python with mypy (v1.19.1). Use when working with Python type hints, type annotations, or integrating mypy into codebases for: (1) Adding type annotations to Python code, (...

GitHub

docstring-generator

darellchua2

Generate language-specific docstrings for C#, Java, Python, and TypeScript following industry standards (PEP 257, Javadoc, JSDoc, XML documentation)

GitHub

dify-plugin

Petrus-Han

Build Dify plugins (Tool, Trigger, Extension, Model, Datasource, Agent Strategy). Use when integrating external APIs, adding webhooks, implementing model providers, connecting data sources, or creating custom a...

GitHub

async-python

frankxai

Python async/await patterns for concurrent programming. Covers asyncio, aiohttp, async databases, task groups, and performance optimization.

GitHub

mcp-test-harness

GhostTypes

Build fully automated integration test suites for MCP (Model Context Protocol) servers using STDIO transport. Use when creating pytest tests for Python/FastMCP servers, Vitest tests for TypeScript servers, or u...

GitHub

python-nix-uv

kazamatzuri

Set up Python projects using nix/direnv with uv for environment management. Use when creating new Python projects, initializing Python environments, or when the user wants automatic Python virtual environment s...

GitHub

mcp-development

5dlabs

Guide for creating MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Use when building MCP servers, integrating external APIs, implementing tool servers, or creating agen...

GitHub

python-cleanup

franklinbaldo

Perform comprehensive dead code and clean-up analysis in Python projects using static analysis, coverage, dependency checks, and security scanning. Use when asked to clean up code, find unused code, analyze dep...

GitHub

mastering-python-skill

SpillwaveSolutions

Modern Python coaching covering language foundations through advanced production patterns. Use when asked to "write Python code", "explain Python concepts", "set up a Python project", "configure Poetry or PDM",...

GitHub

plotly

vamseeachanta

Create interactive scientific and analytical charts with Plotly (JavaScript & Python)

GitHub

webapp-testing

vamseeachanta

Web application testing toolkit using Playwright with Python. Use for verifying frontend functionality, debugging UI behavior, capturing browser screenshots, viewing browser logs, and automating web interaction...

GitHub

docx

vamseeachanta

Comprehensive Word document toolkit for reading, creating, and editing .docx files. Supports text extraction, document creation with python-docx, and tracked changes via redlining workflow. Use for legal, acade...

GitHub

python-project-template

vamseeachanta

Generate standardized Python project structure with pyproject.toml, UV environment, pytest configuration, and workspace-hub compliance. Creates production-ready project scaffolding.

GitHub

demo-math

cliuxinxin

A math skill that can perform magic number calculations using python scripts.

GitHub

google-adk-python

hotriluan

Build AI agents with Google ADK Python (Agent Development Kit). Use for multi-agent systems, workflow agents (sequential/parallel/loop), Vertex AI deployment, tool integration, human-in-the-loop.

GitHub

mcp-builder

hotriluan

Build MCP servers for LLM-external service integration. Use for FastMCP (Python), MCP SDK (Node/TypeScript), tool design, API integration, resource providers.

GitHub

backend-development

hotriluan

Build backends with Node.js, Python, Go (NestJS, FastAPI, Django). Use for REST/GraphQL/gRPC APIs, auth (OAuth, JWT), databases, microservices, security (OWASP), Docker/K8s.

GitHub

fastapi-production-patterns

Qredence

Use when building FastAPI apps with async database operations, complex dependency injection, partial update endpoints, async testing, or converting Python utilities to API endpoints

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