Instrument services with Prometheus metrics, structured JSON logs, and OpenTelemetry traces.
npx skills add https://github.com/arbazkhan971/godmode --skill observe-arbazkhan971
Please help me install this Agent Skill. Skill: observe Source: https://github.com/arbazkhan971/godmode/tree/main/skills/observe Command: npx skills add https://github.com/arbazkhan971/godmode --skill observe-arbazkhan971
Teams and services that lack reliable monitoring, structured logs, and distributed traces struggle to detect, diagnose, and measure incidents; this Skill implements end-to-end observability so engineering teams can rapidly find and fix production issues and verify reliability improvements.
for durations, and dashboards covering the Four Golden Signals.Add Prometheus metrics, structured JSON logs with request_id, and OpenTelemetry traces, then define an SLO and a critical alert for high error rate.
High-intent search queries and answers about installing and using this skill.
To add distributed tracing and structured logging, instrument services with OpenTelemetry to propagate trace IDs and enforce JSON logs that include request IDs while excluding PII, enabling fast incident diagnosis.
Defining SLOs and error budget alerts involves creating SLIs, setting error-budget aware alerts with proper for durations, and building dashboards to track the Four Golden Signals for API reliability.
Prevent high cardinality in Prometheus metrics by defining low-cardinality RED and USE metrics, enforcing cardinality limits, and avoiding unbounded labels like user IDs in your monitoring instrumentation.
Yes, you can use this observability approach for debugging slow requests in distributed systems by capturing propagated trace IDs across services to pinpoint latency bottlenecks during incident response.
Structured logs should exclude PII and secrets during application monitoring to maintain security compliance, prevent sensitive data exposure in dashboards, and ensure safe diagnostic access across engineering teams.
vecearIntegrate OpenTelemetry tracing, Prometheus metrics, and structured logging for end-to-end observability.
TravisLeeeeeeDefine SLOs, multi-window burn-rate alerts, and observability plans for production microservices.
ahmedasmarDesign monitoring and observability with Prometheus, Grafana, Loki, and OpenTelemetry.
patrykkopycinskiMigrate Datadog APM instrumentation, traces, metrics, and logs to the Elastic Stack.