Idiomatic Python 3.14+ development. Use when writing Python code, CLI tools, scripts, or services. Emphasizes stdlib, type hints, uv/ruff toolchain, and minimal dependencies.
Scanned 9/7/2026
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---
name: writing-python
description: Idiomatic Python 3.14+ development. Use when writing Python code, CLI tools, scripts, or services. Emphasizes stdlib, type hints, uv/ruff toolchain, and minimal dependencies.
allowed-tools: Read, Bash, Grep, Glob
---
# Python Development (3.14+)
## Core Principles
- **Stdlib first**: External deps only when justified
- **Type hints everywhere**: All functions, all parameters
- **Explicit over implicit**: Clear is better than clever
- **Fail fast**: Raise early with informative errors
## Toolchain
```bash
uv # Package management (not pip/poetry)
ruff # Lint + format (not flake8/black)
pytest # Testing
mypy # Type checking
```
## Quick Patterns
### Type Hints
```python
def process_users(users: list[User], limit: int | None = None) -> list[Result]:
...
async def fetch_data(url: str, timeout: float = 30.0) -> dict[str, Any]:
...
```
### Dataclasses
```python
from dataclasses import dataclass, field
@dataclass
class Config:
host: str
port: int = 8080
tags: list[str] = field(default_factory=list)
```
### Pattern Matching
```python
match event:
case {"type": "click", "x": x, "y": y}:
handle_click(x, y)
case {"type": "key", "code": code}:
handle_key(code)
case _:
raise ValueError(f"Unknown event: {event}")
```
## Python 3.14 Features
- **Deferred annotations**: No more `from __future__ import annotations`
- **Template strings (t"")**: `t"Hello {name}"` returns Template object
- **except without parens**: `except ValueError, TypeError:`
- **concurrent.interpreters**: True parallelism via subinterpreters
- **compression.zstd**: Zstandard in stdlib
- **Free-threaded build**: No GIL (opt-in)
## References
- [PATTERNS.md](PATTERNS.md) - Code patterns and style
- [CLI.md](CLI.md) - CLI application patterns
- [TESTING.md](TESTING.md) - Testing with pytest
## Tooling
```bash
uv sync # Install deps
ruff check --fix . # Lint and autofix
ruff format . # Format
pytest -v # Test
mypy . # Type check
```
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