debug-with-grafana

debug-with-grafana is an Observability & incident response skill for AI agents, published by grafana in the gcx repository on GitHub. Skillspace rates debug-with-grafana D (58/100) and it passed the safety scan; the rating is based on static analysis only.

Structured workflow for investigating application problems with Grafana observability data (metrics, logs, traces) via gcx. Covers live firefighting AND retrospective incident analysis: incident triage, root-cause analysis, blast-radius checks (did an incident spill into other services), verifying whether a deployment or rollout triggered an incident, finding which service, endpoint, or path owns the most errors or slow requests, checking whether retries or queue backlogs piled up, and quantifying error or latency shares over a time window. Trigger on: "my API is returning 500 errors", "latency is spiking", "investigate why requests are failing", "triage the incident", "blast radius", "root cause", "did the rollout cause it", "which endpoint owns the most 5xx", "did retries pile up", or any request to analyse an earlier incident window using telemetry. For authoring dashboards use create-dashboard; for dashboard inventory use manage-dashboards.

Grade

D

Quality

58 / 100

Safety

Passed

GitHub stars

439

Unproven: rated by static analysis only, not yet compared head-to-head.

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