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feat: Phase O O1 calibration performance summary schema -- confusion matrix and Brier score tracking for pipeline QA (starts Phase O) - #833

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cschanhniem merged 1 commit into
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feat/o1-calibration-performance-summary
Jul 9, 2026
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cschanhniem merged 1 commit into
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feat/o1-calibration-performance-summary

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Summary

  • docs/evidence/CALIBRATION_PERFORMANCE_GUIDE.md — schema guide for calibration performance tracking
  • src/openamp_foundry/evidence/calibration_performance_summary.py — CalibrationPerformanceEntry, CalibrationPerformanceResult, validate_calibration_performance(), validate_calibration_performance_dict()
  • tests/evidence/test_calibration_performance_summary.py — comprehensive test suite
  • CLI: openamp-foundry calibration-performance-check
  • make calibration-performance-check target
  • Starts Phase O (Calibration Quality Assurance): O1–O5

Test plan

  • make agent-check passes
  • pytest tests/evidence/test_calibration_performance_summary.py passes
  • BASELINE updated 4503→4571

… accuracy tracking across batches with known outcomes (starts Phase O)
@cschanhniem
cschanhniem merged commit 06ff5d8 into main Jul 9, 2026
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