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Observability

Skill vaibhavsaxena022/skills/observability

Add production observability to a service. Use when a service is hard to debug in prod or lacks logging/metrics/tracing. Adds structured logs, key metrics, and trace context — without noise.From its SKILL.md

Install
npx -y skills add vaibhavsaxena022/skills --skill observability

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SKILL.md

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Observability

Make the service debuggable in production.

Add

  • Structured logs — key events at the right level, each carrying a correlation/trace id. No secrets/PII. No logging in hot loops.
  • Metrics — RED for endpoints (Rate, Errors, Duration) plus key business counters; histograms for latency.
  • Tracing — propagate a trace/correlation id across the service and its external calls.
  • Health — liveness and readiness endpoints.

Rules

  • Log intent and outcomes, not noise — every line should be actionable.
  • Prefer metrics over log-scraping for rates and latencies.
  • Thread one correlation id through a request end-to-end.
  • Never log request bodies containing sensitive data.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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