python-backend-orchestrator

name	python-backend-orchestrator
description	Route a Python backend task to the right specialist — idiomatic Python, pytest/TDD, the Django stack (patterns, TDD, security, Celery, verification), FastAPI services, and the ML lane (PyTorch, recsys pipelines, MLE workflow). USE WHEN building, testing, securing, or shipping a Python web/ML backend but the specific framework or concern hasn't been named yet.
cluster	python-backend
version	1.0.0

Python Backend Orchestrator

The single entry skill for Python server-side and ML-engineering work. It locates the task on the framework × lifecycle map and delegates to one of 11 specialist spokes. The cross-cutting model every Python backend shares — the web/API layer is a thin adapter over a typed, tested core; validate at the boundary; gate every change through the test/verify loop — lives in python-backend-core; read it before choosing a framework or wiring persistence.

Cluster map (spoke → role)

Language foundation (framework-agnostic)

• python-patterns — idiomatic Python, PEP 8, type hints, packaging, error handling.
• python-testing — pytest, TDD red/green/refactor, fixtures, mocking, parametrization, coverage.

Django lane (batteries-included web)

• django-patterns — project layout, DRF API design, ORM, caching, signals, middleware.
• — pytest-django, factory_boy, testing models/views/serializers and DRF endpoints.