Python Development

Use the Python versions and tools declared by the repository. Inspect pyproject.toml, lock files, CI, and runtime constraints before choosing syntax, packages, or configuration.

Workflow

1. Read local instructions and the smallest relevant code/test surface.
2. Confirm interpreter and environment without modifying global Python.
3. Reproduce the behavior or define a failing test.
4. Implement a focused, typed change consistent with local patterns.
5. Run the configured formatter, linter, type checker, and tests.
6. Inspect dependency, compatibility, migration, and security impact.

Common commands are examples only: