Follow the repository's automated style configuration in
pyproject.toml and .pre-commit-config.yaml.
- Keep changes consistent with existing Polaris patterns.
- For Python, follow the path-specific instructions in
.github/instructions/python.instructions.md. - Prefer changes that pass the configured pre-commit hooks without adding ignores or suppressions.