Observability metrics

Use this skill when

• Adding a metric, a health probe, or touching /metrics//health behaviour.
• Changing auth posture for observability endpoints.
• Verifying that a deployment is reachable and reporting sane telemetry.
• Debugging production-like issues where the question is whether telemetry itself is healthy.

Do not use this skill when

• The core risk is secret handling or request-handling safety (use security-basics).
• The work is wiring new deployment infrastructure rather than validating telemetry endpoints.

Inputs to gather

• The service port and any token needed to reach /metrics in the current environment.
• Whether metrics auth is enabled in this tier.
• The specific metric name or endpoint response being validated.

First move

• curl the /health and /metrics endpoints directly and read the status/body before assuming application-level issues.

Standard endpoints

Endpoint	Purpose	Default auth
GET /health	Liveness/readiness check	Public
GET /metrics	Prometheus-format operational metrics	Optional — protect in production

Validation

curl -i http://localhost:<PORT>/health
curl -i http://localhost:<PORT>/metrics

# If metrics auth is enabled:
curl -i -H "Authorization: Bearer $AUTH_TOKEN" http://localhost:<PORT>/metrics

• /health → expect 200 OK
• /metrics → expect 200 OK with Prometheus text format (# HELP, # TYPE lines)

Security

/metrics exposes error rates, latency, queue depths, and operational state — treat it as sensitive.

• Enable auth protection for /metrics in production (env var or reverse proxy ACL).
• /health can remain public — it must be reachable by load balancer health checks.
• Structured logs must not contain secrets, auth tokens, full URLs with credentials, or PII.

Adding a metric

1. Define the metric using your metrics library (e.g. prometheus.NewCounter, prometheus.NewHistogram).
2. Register it during app initialisation — not per-request.
3. Instrument the code path where the metric is recorded.
4. Start the server and verify the metric appears in GET /metrics output.

Troubleshooting

Symptom	Fix
/health returns non-200	Check DB connectivity and app startup logs
/metrics returns 401	Pass Authorization: Bearer <token> or check METRICS_AUTH_ENABLED setting
Expected metric not in output	Confirm it was registered at startup; confirm the instrumented code path executed

Guardrails

• Protect /metrics in production; treat it as sensitive operational data.
• Keep /health reachable by load balancers and free of internal-state leakage.
• Register metrics at startup, not per request, to avoid duplicate-registration panics.
• Never let structured logs carry secrets, tokens, full credential URLs, or PII.

Support files

• Read references/examples.md when you need concrete user utterances, expected behaviour, or a model answer shape to mirror.
• Read references/edge-cases.md when the request is a near miss, partially matches this skill, or the first attempt fails.