Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Vector is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Vector
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Vector
Best first install candidate based on install readiness and adoption.
Freshest repo
Vector
Most recent maintenance signal among this shortlist.
| Signal | Doris Apache Doris is an easy-to-use, high performance and unified analytics database. | Hertzbeat An AI-powered next-generation open source real-time observability system. | MyPerf4J High performance Java APM. Powered by ASM. Try it. Test it. If you feel its better, use it. | Vector A high-performance observability data pipeline. |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 15K stars 0 installs | 7.3K stars 0 installs | 3.6K stars 0 installs | 22K stars 0 installs |
| Freshness | Jun 16, 2026 | Jun 15, 2026 | May 5, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, Observability, Claude Code | Java, Observability, Claude Code | Java, Observability, Claude Code | Rust, Observability, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add apache/doris | $ npx skills add apache/hertzbeat | $ npx skills add LinShunKang/MyPerf4J | $ npx skills add vectordotdev/vector |