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Reproducibility and Artifact Contracts

  • code revision and branch/tag
  • data snapshot/version
  • split protocol details (including purge/embargo)
  • model and hyper-parameter settings
  • runtime environment metadata
  • summary report with key diagnostics
  • module-level outputs used for promotion decisions
  • benchmark/performance context where applicable
  • decision memo or traceable approval reference
  • A peer can rerun and reproduce materially equivalent outputs.
  • Inputs and assumptions are discoverable without tribal context.