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Observability

Skill kimtth/agent-skill-100-lines-or-less/skills/observability

Use when: instrument a system with logs, metrics, and traces to understand it in production.From its SKILL.md

Install
npx -y skills add kimtth/agent-skill-100-lines-or-less --skill observability

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SKILL.md

1.1 KB, 210 tokens by cl100k_base, as published. Nobody here has run it

Goal: be able to answer new questions about production without redeploying.

Use for:

  • instrumenting services for debugging and alerting
  • diagnosing latency, errors, and saturation
  • designing what to measure and emit

Workflow:

  1. Cover the three pillars: logs, metrics, and traces.
  2. Emit structured logs with correlation/trace IDs.
  3. Track the golden signals: latency, traffic, errors, saturation.
  4. Propagate trace context across service boundaries.
  5. Alert on symptoms users feel, not noisy internals.
  6. Verify you can trace one request end to end.

What to capture:

  • request-level traces with timing per span
  • RED/USE metrics for services and resources
  • structured, queryable logs with context
  • meaningful, low-noise alerts on SLOs

Rules:

  • correlate logs, metrics, and traces with shared IDs
  • alert on user-facing symptoms, not every blip
  • instrument boundaries and dependencies first
  • never log secrets or PII in telemetry

What ships with it

Read from the repository

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

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