Observability workflow
Set up or analyze monitoring, logs, metrics, traces, alarms, and incident signals.
Workflow
Map producers, collectors, transports, storage, queries, dashboards, and alerts. Inspect the failing hop, permissions, configuration, and retention. Validate that a representative event reaches the destination and triggers the intended query or alert.
Coverage
CloudWatch and Logs Insights; X-Ray/ADOT/OTel; Prometheus/AMP; Grafana/AMG; self-managed Loki, Tempo, ClickHouse, and VictoriaMetrics; relevant DevOps Agent escalation.
Reporting and boundaries
Examples and thresholds must fit the workload. Distinguish telemetry setup from diagnosing an application bug; record evidence and gaps rather than treating a dashboard screenshot as end-to-end validation.
The source skill contains the command playbooks, decision trees, examples, reference files, and host/team integration. Consult it for the exact operation being performed.