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AEGIS data pipeline

Raw source files belong in data/raw/; normalized records belong in data/processed/.

python data/scripts/preprocess.py data/raw/source.jsonl data/processed/normalized.jsonl --domain math
python data/scripts/generate_debate.py data/processed/normalized.jsonl data/processed/aegis-debate.jsonl

The generator is deterministic and mock-first. Replace its judge/adversary calls with checkpoint inference for research runs, while preserving the trajectory schema consumed by the backend.

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