ai-anomaly-triage

name	ai-anomaly-triage
description	Correlate query stats, telemetry, policy decisions, and replay memory into deterministic incident hypotheses and next-best actions.

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.