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# Python Patterns
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> This file extends [common/patterns.md](../common/patterns.md) with Python specific content.
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## Protocol (Duck Typing)
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```python
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from typing import Protocol
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class Repository(Protocol):
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def find_by_id(self, id: str) -> dict | None: ...
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def save(self, entity: dict) -> dict: ...
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```
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## Dataclasses as DTOs
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```python
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from dataclasses import dataclass
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@dataclass
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class CreateUserRequest:
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name: str
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email: str
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age: int | None = None
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```
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## Context Managers & Generators
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- Use context managers (`with` statement) for resource management
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- Use generators for lazy evaluation and memory-efficient iteration
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## Reference
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See skill: `python-patterns` for comprehensive patterns including decorators, concurrency, and package organization.
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