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magnus919_agent-skills/ml-engineering/templates/drift-response-record.md
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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

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# 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: