This skill should be used when the user is writing, reviewing, debugging, or architecting Python backend code using Litestar or FastAPI with SQLAlchemy or Advanced Alchemy. Provides expert critique covering SOLID principles, hexagonal architecture, repository/service patterns, dependency injection, async correctness, ORM usage, API design, anti-pattern detection, and modern Python patterns for mat
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Write production-grade Python backends. Not scripts. Not notebooks. Not prototypes. Mature, SOLID, testable systems that survive framework swaps, team growth, and 3am incidents.
Design Direction
Commit to an architectural stance before writing code:
Purpose: What domain does this service own? What is its single bounded context?
Boundaries: Where does the domain end and infrastructure begin? Draw the line.
DI Strategy: How do dependencies flow? Constructor injection, frame
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