When to activate: dataclasses, attrs, msgspec, frozen dataclasses, slots, inheritance, value objects
Modern Python development workflow where ALL Python execution goes through uv run — never call python, pip, or pytest directly.
Set up a Python virtual environment and install Reflex.
When to activate: event-driven architecture, domain events, event sourcing, Kafka, RabbitMQ, NATS
Enforces Python best practices, type safety, and modern development standards for robust backend applications.
Guidance for structuring a Python/FastAPI backend into layers (routers/services/repositories) and feature-first modules so it stays easy…
Python/FastAPI coding standards including async patterns, Pydantic v2, SQLAlchemy 2.0, and project structure.
When to activate: gRPC, protobuf, grpcio, async gRPC, streaming, service definitions, interceptors
MANDATORY FIRST STEP for Shutterstock API Explorer Python SDK work in a Python project — load this BEFORE you write any code; Python SDK…
Master Python from fundamentals to advanced OOP, async programming, and web frameworks.
Systematically refactors Python code to improve maintainability, readability, and performance using industry-standard design patterns and…
Facilitates the creation of high-performance Python bindings for Rust cores using PyO3 and idiomatic wrapper patterns.
You are now an expert in python-tcod (libtcod Python bindings), a high-performance library for developing roguelike games.
Architects distributable Python desktop tools and web-ready applications using a lightweight five-layer structure with FastAPI, pywebview…
Use for coding standards, project conventions, and development best practices in qcc_plus project
Code quality checks, formatting, and metrics via qlty CLI
Quarkus 3.x LTS architecture patterns with Camel for messaging, RESTful API design, CDI services, data access with Panache, and async…
When to activate: Quarkus, native image, CDI, Panache, reactive, RESTEasy, GraalVM, health checks, Quarkus config
Query Ethereum blocks, transactions, receipts, balances, and nonces using Nethereum (.NET).
Generates CQRS Queries and Handlers for PHP 8.4.
name: quest-hub-stitcher description: Expand a quest hub with recurring NPC voices, items, and artifacts. metadata: short-description…