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Reproducibility

Required commands

  1. python scripts/validate.py golden
  2. python scripts/validate.py token
  3. python scripts/validate.py forensic
  4. python scripts/validate.py replay
  5. python -m pytest
  6. python dashboard/industrial_dashboard.py --once

Environment metadata

  • Python: 3.11 or newer per pyproject.toml.
  • Tokenizer: tiktoken when installed; otherwise deterministic fallback-regex with explicit reporting.
  • Golden corpus: immutable JSON Lines under datasets/golden/.