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Java · Observability
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Write a new library instrumentation end-to-end. An agent skill from DataDog/dd-trace-java. | DataDog/ | 736 | — | ~3.7k | Automated safety check: Notes | Apache-2.0 | today |
| 2 | Java logging best practices with SLF4J, structured logging (JSON), and MDC for request tracing. | decebals/ | 751 | 1 repo | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 3 | Diagnose and fix scope or continuation lifecycle failures in dd-trace-java instrumentation tests. | DataDog/ | 736 | — | ~1.6k | Automated safety check: Notes | Apache-2.0 | today |
| 4 | Azure Monitor OpenTelemetry Exporter for Java. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 5 repos | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 5 | Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET, Node.js, Python, PHP, and Go. | Dynatrace/ | 163 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 6 | Develops business applications on SAP Business Technology Platform (BTP) using CAP (Node.js/Java) or ABAP Cloud. | secondsky/ | 462 | — | ~4.4k | Automated safety check: Pass | GPL-3.0 | 6 days ago |
| 7 | Instrument any app with OpenTelemetry and ship metrics / logs / traces to Grafana Cloud or self-hosted Mimir / Loki / Tempo / Pyroscope. | grafana/ | 282 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 8 | A skill your agent uses when reviewing, designing, or modifying Java enterprise systems that may support intermediary services, hosting services, online platforms, marketplaces, content moderation… | jabrena/ | 447 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 9 | A skill your agent uses when you need to implement or improve Java logging and observability — including selecting SLF4J with Logback/Log4j2, applying proper log levels (ERROR, WARN, INFO, DEBUG… | jabrena/ | 447 | — | ~804 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 10 | A skill your agent uses when you need to implement or improve Java metrics observability with Micrometer — including meter design, naming/tag conventions, cardinality control… | jabrena/ | 447 | — | ~868 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 11 | A skill your agent uses when you need to implement or improve distributed tracing with OpenTelemetry in Java — including trace/span modeling, context propagation, semantic conventions, span… | jabrena/ | 447 | — | ~842 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 12 | 12.Otel Java OpenTelemetry in Java — Javaagent zero-code instrumentation, Spring Boot Starter, manual autoconfigure SDK, declarative YAML configuration, BOM dependency management, sensitive-data capture and… | ollygarden/ | 106 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | Instruments authentication, authorization, and input-handling code paths to monitor security-relevant events and states at runtime. | ArabelaTso/ | 253 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 14 | Push records from apps, services, devices, or scripts directly into Unity Catalog Delta tables with Zerobus Ingest: SDKs (Python, TypeScript, Go, Java, Rust, C++, .NET), REST, OTLP, MQTT, Arrow… | databricks/ | 345 | — | ~6.3k | Automated safety check: Pass | Unknown | yesterday |
| 15 | 15.Spring AI Diagnose and operate Spring AI projects with version-aware Maven or Gradle checks for ChatClient, advisors, retrieval, conversation memory, tool/MCP boundaries, streaming, configuration, and… | magnus919/ | 115 | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 16 | Spring Boot 3.x framework patterns: constructor-based DI, Spring Data JPA, REST controllers with RFC 7807 error handling, Actuator observability, and slice testing. | irahardianto/ | 156 | — | ~794 | Automated safety check: Pass | MIT | 6 days ago |
