Files
magnus919_agent-skills/ml-engineering/templates/drift-response-record.md
T
Magnus HedemarkandGitHub c407724546 feat(ml-engineering): strengthen lifecycle and comparison evidence (#502)
* feat(ml-engineering): add lineage and drift workflows

* docs(ml-engineering): refresh generated catalog descriptions
2026-09-14 16:54:49 -04:00

713 B

Drift response record

  • Model and deployed version:
  • Signal type: system / input / feature / prediction / outcome
  • Detection query or evaluator:
  • Window and minimum sample:
  • Threshold and first observed time:
  • Alert owner and service owner:

Diagnosis

  • Schema/source change checked:
  • Seasonality or segment mix checked:
  • Label delay and metric integrity checked:
  • Training-serving parity checked:
  • Critical capability impact:

Decision

  • Action: observe / repair data / recalibrate / retrain / human review / roll back / retire
  • Candidate and baseline lineage links:
  • Quality, latency, capacity, and cost evidence:
  • Approval and expiry (if temporary):
  • Post-action validation and result: