Artifact Contract

Each run writes a consistent set of artifacts under:

outputs/<run_name>/

For example, output_dir: "outputs/demo_run" yields outputs/demo_run/results.csv.

Required outputs

File	Purpose
results.csv	Tabular features and scores generated per sampled cell.
manifest.json	Run metadata including configuration and input fingerprints.
report.json	Summary statistics and model outputs for quick inspection.

Notes for v0.1

• Artifacts are local-only; there is no remote storage integration yet.
• The run directory is treated as immutable once written.
• Downstream tooling should rely on manifest.json for provenance.