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Essential Pythonic idioms and conventions. Apply when writing or reviewing Python code to ensure idiomatic patterns like comprehensions, built-in functions, context managers, and unpacking.
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Google-style docstring conventions for Python code. Apply when writing or reviewing functions, classes, or modules that need documentation.
Python naming conventions for this codebase. Apply when writing or reviewing Python code including functions, classes, variables, and constants.
Python type hint conventions for this codebase. Apply when writing or reviewing Python code that needs type annotations on functions, classes, or variables.
Python code organization conventions for this codebase. Apply when structuring modules, organizing imports, designing file layouts, or moving functions/classes within or between files. Use PROACTIVELY when users request to check code organization, move code, or clean up and reorganize a module.
Refactoring complex functions into smaller, pure helper functions. Apply when function complexity is exceeded or when extracting helper functions during refactoring. If tasked with fixing ruff lint errors related to complexity, ALWAYS trigger this skill.
Implementation plan templates with format specifications, validation criteria, and examples. Use when creating plans for features, bug fixes, or refactoring. Provides the complete plan structure and writing guidance.
| name | pythonic-conventions |
| description | Essential Pythonic idioms and conventions. Apply when writing or reviewing Python code to ensure idiomatic patterns like comprehensions, built-in functions, context managers, and unpacking. |
| user-invocable | false |
| layers | {"rules":"rules.md","examples":"examples.md"} |
Essential Python idioms that make code more readable, concise, and efficient.
Layers:
rules.md - Quick reference and concise rulesexamples.md - Detailed code examples| Pattern | Use Instead Of |
|---|---|
| List/dict/set comprehensions | Manual loops to build collections |
enumerate() | Manual index tracking |
zip() | Manual parallel iteration |
any() / all() | Loop with flag variable |
Context managers (with) | Manual resource cleanup |
| Unpacking | Index access for known structures |
in operator | Manual membership loops |
Walrus operator (:=) | Separate assignment + condition |
| Generator expressions | List comprehension when iterating once |
defaultdict / Counter | Manual dict initialization |
Modern generics ([T] syntax) | TypeVar declarations |
For rules: see rules.md
For examples: see examples.md