# Reproduce the dataset repair

Run from an empty working directory on a CPU machine:

```sh
pip install -r quality_tools/requirements.txt
python quality_tools/audit_public_dataset.py
python quality_tools/check_generated_code.py
python quality_tools/score_alignment_cpu.py
python quality_tools/finalize_repair.py
```

The source dataset and embedding model are pinned to the revisions in the quality report. Outputs are written to `dataset-repair/publish`. These scripts read public resources and do not require an access token or GPU.