skills/spring-boot/spring-boot-observability/SKILL.md
Instrument Spring Boot with Micrometer metrics, distributed tracing, and structured logging. Use when adding Micrometer metrics, distributed tracing, or structured logging to Spring Boot.
npx skillsauth add hoangnguyen0403/agent-skills-standard spring-boot-observabilityInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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pom.xmlapplication.yaml for tracing, actuator, and log correlationcurl localhost:8080/actuator/prometheus and check trace IDs in logs@Async) and clients.micrometer-tracing-bridge-otel).See implementation examples for application.yaml tracing configuration and actuator exposure.
logstash-logback-encoder) in production.See implementation examples for structured logging with MDC context and Logstash encoder.
/actuator/** with Admin role.curl localhost:8080/actuator/prometheus to confirm metrics exposed.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.