Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Skywalking is the strongest overall pick here because it has a 100/100 readiness score and fits devops.
Strongest overall
Skywalking
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Skywalking
Best first install candidate based on install readiness and adoption.
Freshest repo
Skywalking
Most recent maintenance signal among this shortlist.
| Signal | Linnix eBPF-powered Linux observability with AI incident detection. AGPL-3.0 licensed. | Skywalking APM, Application Performance Monitoring System | Doris Apache Doris is an easy-to-use, high performance and unified analytics database. | Vector A high-performance observability data pipeline. |
|---|---|---|---|---|
| Quality | 62/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 52/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 246 stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page | 16K stars Verified outcomes are shown on each skill page | 22K stars Verified outcomes are shown on each skill page |
| Freshness | Mar 1, 2026 | Sep 10, 2026 | Aug 27, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Rust, 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 | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | devops workflows · Claude Code teams · teams that value GitHub adoption signals | Database and SQL 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 linnix-os/linnix | $ npx skills add apache/skywalking | $ npx skills add apache/doris | $ npx skills add vectordotdev/vector |