What problem does it solve?
This Skill solves the hands-on work of making services observable, dependable, and measurable by wiring real telemetry, truthful health checks, and actionable alerting.
Core Features & Use Cases
- Structured instrumentation: Add logs, metrics, traces, correlation IDs, tenant context, and redaction before emission.
- Operational validation: Verify that telemetry actually arrives and behaves correctly by running real queries and checking observed data.
- Alert and dashboard operations: Create or edit dashboards, alert rules, and health checks with required metadata such as severity, owner, runbook link, and threshold justification.
- Noise reduction: Tune noisy alerts, add deduplication, and apply bounded silences with owner and expiry.
- Use case: A service was deployed and the alerting is noisy, so this Skill updates instrumentation, confirms visibility in the backend, and cleans up the alert paths without redesigning SLO policy.
Quick Start
Ask the observability operator to instrument the service, verify telemetry with real queries, and update the related dashboards and alerts according to the existing reliability design.
