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prowler-test-sdk

professor-moody

Testing patterns for Prowler SDK (Python). Trigger: When writing tests for the Prowler SDK (checks/services/providers), including provider-specific mocking rules (moto for AWS only).

GitHub

pytest

kurojs

Pytest testing patterns for Python. Trigger: When writing Python tests - fixtures, mocking, markers.

GitHub

mcp-builder

BoneTheDeveloper

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

GitHub

google-adk-python

BoneTheDeveloper

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

backend-development

BoneTheDeveloper

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

backend-development

opzero1

Modern backend patterns, API design, OWASP security checklist, testing pyramid. For Node.js, Python, Go backends.

GitHub

python-fastapi

0xkynz

Python FastAPI development with uv package manager, modular project structure, SQLAlchemy ORM, and production-ready patterns.

GitHub

mcp-builder

opzero1

Guide for creating MCP (Model Context Protocol) servers in TypeScript or Python. Use when building MCP servers to integrate external APIs or services.

GitHub

unreal-engine-developer

DammianMiller

Expert Unreal Engine 5 developer and technical artist for complete game development via agentic coding. Enables AI-driven control of Unreal Editor through MCP, Python scripting, Blueprints, and C++ for level de...

GitHub

fastapi-pro

GGPrompts

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization,...

GitHub

uv-script

ebal5

Create standalone Python scripts using uv shebang with PEP 723 inline metadata. Use when creating single-file Python tools or scripts that need dependency management without a full project setup.

GitHub

uv

efficacy38

Use when managing Python dependencies, running scripts, or working in Python projects. Triggers on pip install, dependency management, virtual environments, or running Python scripts.

GitHub

chatkit-python

NaimalArain13

Build custom chat API backends for OpenAI ChatKit frontend using FastAPI. Covers chat endpoint implementation, SSE streaming, conversation persistence, and integration with OpenAI Agents SDK + Gemini via LiteLL...

GitHub

repl

Butanium

Persistent Python REPL server that avoids reloading heavy packages (torch, transformers, nnterp, vllm). Use when running multiple Python commands with heavy imports, loading ML models, or doing iterative testin...

GitHub

mcp-builder

Within-7

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...

GitHub

mcp-server

NaimalArain13

Build MCP (Model Context Protocol) servers using the official Python SDK. Covers FastMCP high-level API with @mcp.tool(), @mcp.resource(), @mcp.prompt() decorators, FastAPI/Starlette integration, transports (st...

GitHub

python-testing-patterns

Jeoffreybauvin

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

GitHub

fly-deploy

aaronbassett

Quick MVP deployment to fly.io for JavaScript (Next.js, RedwoodSDK, Express), Rust (Axum, Rocket), Python (FastAPI), and generic Dockerfiles. Use when deploying applications to fly.io, setting up databases (Pos...

GitHub

multicloud-expert

scottymcandrew

Multicloud architecture, engineering, and development across AWS, Azure, GCP, OCI, and Alicloud. Use for cloud architecture design, SDK/API debugging (Go, Python, etc.), IaC development (Terraform, Pulumi, Clou...

GitHub

automl-analyst

Who-Visions

Automatically analyzes datasets to perform classification, regression, or clustering. Generates Python training scripts and HTML reports.

GitHub

init-local-tooling

aaronbassett

Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos. Use when setting up linting (ESLint, Biome, clippy, ruff), formatting (Prettier, rustfmt, ruff),...

GitHub

pdf-processing

AmnadTaowsoam

Comprehensive guide to PDF processing, manipulation, and extraction using Python libraries

GitHub

ocr-with-tesseract

AmnadTaowsoam

Comprehensive guide to Optical Character Recognition (OCR) using Tesseract OCR engine with Python

GitHub

idlergear

marctjones

Knowledge management for AI-assisted development. Use this skill when: - Starting a new session or resuming work - User asks about tasks, bugs, notes, or project status - User mentions: "what's next", "where di...

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