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## Override: Review Focus

This is a refactor. Enforce behavioral preservation strictly.

- Verify that no observable behavior has changed: same inputs must produce same outputs.
- Check that all existing tests still pass without modification.
- Reject any changes that introduce new functionality or alter public APIs.
- Confirm that internal restructuring does not affect performance characteristics.
- Flag any test gaps where refactored code lacks coverage.
