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Common Observability
ASecurityEnforce structured JSON logging, OpenTelemetry distributed tracing, and RED metrics across backend services. Use when adding request correlation, setting up tracing spans, defining SLO burn-rate alerts, or instrumenting middleware.
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- Added June 6, 2026
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[](https://www.skillsdirectory.com/skills/hoangnguyen0403-common-observability)---
name: common-observability
description: Enforce structured JSON logging, OpenTelemetry distributed tracing, and RED metrics across backend services. Use when adding request correlation, setting up tracing spans, defining SLO burn-rate alerts, or instrumenting middleware.
metadata:
triggers:
files:
- '**/*.service.ts'
- '**/*.handler.ts'
- '**/*.middleware.ts'
- '**/*.interceptor.ts'
- '**/*.go'
- '**/*.java'
- '**/*.kt'
- '**/*.py'
keywords:
- logging
- tracing
- metrics
- opentelemetry
- observability
- slo
---
# Common Observability Standards
## **Priority: P1 (OPERATIONAL)**
## Logging & Tracing
- **JSON Logs**: Always emit JSON structured logs. Never plain-text in prod.
- **Correlation**: Extract `X-Request-Id` or `traceparent`. Attach to async context.
- **Tracing**: Use OpenTelemetry. Propagate W3C `traceparent`.
- **Spans**: Name spans like `<HTTP_METHOD> <route>` (`GET /users/:id`).
See [implementation examples](references/implementation.md) for structured logger setup with Pino.
## Metrics
- **Required**: Request rate, Error rate, Latency histogram (p50/p95/p99), Saturation.
- **SLOs**: Alert on SLO burn rates, not raw threshold spikes.
## Anti-Patterns
- **Console.log**: not use in prod; use structured logger (`pino`, `zap`).
- **PII in Logs**: Never log tokens, passwords, or full request bodies.
- **Dynamic Span Names**: `GET /users/123` causes cardinality explosion. Use `GET /users/:id`.
- **Missing Cleanup**: Always end tracing spans.
## References
- [Observability Data Formats](references/observability-formats.md)Files in this skill
- SKILL.md
- evals/evals.json
- references/implementation.md
- references/observability-formats.md
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