Runbook Action Steps Generation

Generate runbook steps from this incident scenario.

Examples:
Scenario: Database connection pool exhausted
Steps:
1. Check connection count: SELECT count(*) FROM pg_stat_activity
2. Identify long-running queries: SELECT * FROM pg_stat_activity WHERE state != idle ORDER BY query_start
3. Kill stale connections: SELECT pg_terminate_backend(pid)
4. Restart affected pods: kubectl rollout restart deployment/api
5. Verify recovery: Check /health endpoint and connection metrics

Scenario: Memory usage spike causing OOM kills
Steps:
1. Identify affected pods: kubectl get pods with OOMKilled
2. Check memory trends: Query Prometheus for container_memory_usage
3. Take heap dump if safe: kubectl exec -it pod -- jmap -dump
4. Increase limits temporarily: kubectl set resources deployment/app
5. Scale horizontally: kubectl scale deployment/app --replicas=5

Incident scenario: {{incident_scenario}}
Affected system: {{system}}