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Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
Passed 17 of 21 test cases with the skill, and 15 of 21 without it.
2 fixed16 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
We are structuring a medium-sized Python API project. Some engineers want to throw all code into main.py and utils.py, while others want a complex multi-nested enterprise layout. What directory structure should be used for a medium API?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends an app/ directory containing main.py, models, routes, services, and schemas folders. | Missed | Passed |
The instructions your model reads when the skill loads.
Python development principles and decision-making for 2025. Learn to THINK, not memorize patterns.
Use this skill when making Python architecture decisions, choosing frameworks, designing async patterns, or structuring Python projects.
This skill teaches decision-making principles, not fixed code to copy.
What are you building?
│
├── API-first / Microservices
│ └── FastAPI (async, modern, fast)
│
├── Full-stack web / CMS / Admin
│ └── Django (batteries-included)
│
├── Simple / Script / Learning
│ └── Flask (minimal, flexible)
│
├── AI/ML API serving
│ └── FastAPI (Pydantic, async, uvicorn)
│
└── Background workers
test cases passed, vs 15 / 21 without
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