Update to Aivana Database Engineer

{
  "name": "ai-anomaly-triage",
  "description": "Correlate query stats, telemetry, policy decisions, and replay memory into deterministic incident hypotheses and next-best actions.",
  "included_files": [],
  "skill_md_contents": "---\nname: ai-anomaly-triage\ndescription: Correlate query stats, telemetry, policy decisions, and replay memory into deterministic incident hypotheses and next-best actions.\n---\n\n# AI Anomaly Triage\n\nUse this skill when an operator asks why database behavior changed, whether a\ndeployment caused a regression, or what to investigate first during an incident.\n\nRun:\n\n```bash\nnode runtime/runTool.js ai_anomaly_triage '{\"engine\":\"postgres\",\"database\":\"analytics\",\"deploymentId\":\"deploy-42\",\"incidentWindowMinutes\":45}'\n```\n\nThe tool is offline and deterministic. It combines workload stats,\ntelemetry-correlation output, policy-memory signals, and recent replay context.\nIt returns an anomaly score, root-cause hypotheses, next-best actions, and\nexplainability fields listing the exact signal families used.\n"
}