# Evaluation Workspace

- Use Python 3.12 or newer.
- Read each target file completely before editing it.
- Keep changes scoped and preserve observable behavior unless the task says otherwise.
- Use full type annotations and prefer direct functions and typed values over unnecessary classes.
- Run the focused tests under `evals/files` and the configured Ruff checks for changed Python.