skills/common/common-observability/SKILL.md
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.
npx skillsauth add hoangnguyen0403/agent-skills-standard common-observabilityInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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X-Request-Id or traceparent. Attach to async context.traceparent.<HTTP_METHOD> <route> (GET /users/:id).See implementation examples for structured logger setup with Pino.
pino, zap).GET /users/123 causes cardinality explosion. Use GET /users/:id.testing
Infer the requesting operator's technical fluency from message content (never ask directly) and adapt register — business, hybrid, or technical — across SDLC workflow output. Use when starting sdlc, brainstorm-feature, plan-feature, verify-work, publish-notes, or session-report, or whenever a request's phrasing signals a non-technical or cross-stack operator.
documentation
Define transaction boundaries, locking, and consistency guarantees for multi-step writes. Use when designing atomic operations, retries, idempotency, or concurrent write behavior.
development
Design relational or document schemas from access patterns, cardinality, and lifecycle. Use when modeling entities, choosing embed vs normalize, or shaping schema boundaries before implementation.
data-ai
Diagnose database latency with explain plans, index ownership, and query-shape review. Use when a query is slow, an index is missing, or scans and N+1 patterns appear.