python scripts/validate.py goldenpython scripts/validate.py tokenpython scripts/validate.py forensicpython scripts/validate.py replaypython -m pytestpython dashboard/industrial_dashboard.py --once
- Python: 3.11 or newer per
pyproject.toml. - Tokenizer:
tiktokenwhen installed; otherwise deterministic fallback-regex with explicit reporting. - Golden corpus: immutable JSON Lines under
datasets/golden/.