[cschanhniem]

Summary

• PostExperimentCalibrationIntake: 13 fields, structured result-to-prediction comparison after wet-lab
• 12 validation rules: PCI- prefix, pipeline_version+batch_id non-empty, ISO date, candidates_tested ≥1, candidates_with_results in [1,tested], observed_active in [0,with_results], hit rate in [0,1], hit rate consistency check (tol 0.01), rationale non-empty and ≤400 chars, data_quality_confirmed=True enforced, notes ≤300 chars
• 3 warnings: incomplete results, observed_active=0, low hit rate without calibration update
• 63 tests; BASELINE 5792->5855
• CLI: openamp-foundry post-experiment-calibration-intake-check
• Implements Phase K K4 — PCI- is the structured entry point for wet-lab results into the calibration cycle, feeding CIR- and P3/P5