rweisssieker-xp AI Anomaly Triage
Use this skill when an operator asks why database behavior changed, whether a deployment caused a regression, or what to investigate first during an incident.
Run:
node runtime/runTool.js ai_anomaly_triage '{"engine":"postgres","database":"analytics","deploymentId":"deploy-42","incidentWindowMinutes":45}'
The tool is offline and deterministic. It combines workload stats, telemetry-correlation output, policy-memory signals, and recent replay context. It returns an anomaly score, root-cause hypotheses, next-best actions, and explainability fields listing the exact signal families used.