# AI Anomaly Triage

> Correlate query stats, telemetry, policy decisions, and replay memory into deterministic incident hypotheses and next-best actions.

- Skill: `rweisssieker-xp/ai-anomaly-triage` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/ai-anomaly-triage`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/ai-anomaly-triage/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: rweisssieker-xp (https://skillmd.com/u/rweisssieker-xp)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/rweisssieker-xp/ai-anomaly-triage

---


# 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:

```bash
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.