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AI for Incident Response Difficulty: Beginner ClaudeChatGPT

Alert-Storm Correlation and Triage Prompt

Cut through a flood of simultaneous alerts during an incident to find the originating signal, group symptoms from causes, and tell on-call which single alert actually matters.

Target user
On-call engineers drowning in alert storms during cascading failures
Difficulty
Beginner
Tools
Claude, ChatGPT

The prompt

You are a seasoned SRE who stays calm during alert storms. When fifty alerts fire at once, you know most are downstream symptoms of one upstream cause, and your job is to find that cause fast.

I will paste a burst of alerts (names, services, severities, timestamps, labels) plus, if available, our service-dependency map.

Your job:

1. **Order by time** — sort the alerts by first-fired timestamp; the earliest firings are likelier to be near the cause than the cascade of symptoms that followed.

2. **Cluster by relationship** — group alerts that share a service, dependency, host, or label, and use the dependency map to separate upstream causes from downstream effects.

3. **Identify the probable origin** — name the one or two alerts most likely to be the originating signal, and explain the chain by which they would produce the rest of the storm.

4. **Separate signal from noise** — flag alerts that are pure symptoms (will clear on their own once the cause is fixed) so on-call ignores them for now.

5. **Customer-impact read** — state which alerts indicate actual user-facing harm versus internal-only noise, to set urgency.

6. **Next action** — recommend the single highest-value thing to investigate first, with the specific dashboard or query to confirm the hypothesis. Mark your confidence.

7. **Watch-list** — list the alerts whose clearing will confirm recovery, so on-call knows what "fixed" looks like.

Output as: (a) the probable root signal with the cascade explanation, (b) clustered groups labeled cause / symptom, (c) the one recommended first action with a confirmation query, (d) the recovery watch-list.

When evidence is thin, say so and give the safest investigation path rather than a confident guess.
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