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
OpenRefine is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
OpenRefine
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
OpenRefine
Best first install candidate based on install readiness and adoption.
Freshest repo
OpenRefine
Most recent maintenance signal among this shortlist.
| Signal | Alluxio Alluxio, data orchestration for analytics and machine learning in the cloud | OpenRefine OpenRefine is a free, open source power tool for working with messy data and improving it | Jimureport 免费的AI可视化报表。一句话描述需求，AI 自动生成报表与数据大屏；同时提供类 Excel 拖拽设计器，兼容 30 余种数据源，轻松应对各类复杂报表场景——帆软、Tableau 的高性价比开源替代。 | Tablesaw Java dataframe and visualization library |
|---|---|---|---|---|
| Quality | 79/100 Strong | 100/100 Excellent | 100/100 Excellent | 97/100 Excellent |
| Decision verdict | 81/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 7.2K stars 0 installs | 12K stars 0 installs | 8.0K stars 0 installs | 3.8K stars 0 installs |
| Freshness | Apr 29, 2025 | Jun 12, 2026 | May 22, 2026 | Mar 2, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, Data Analysis, Claude Code | Java, Data Analysis, Claude Code | Java, Data Analysis, Claude Code | Java, Data Analysis, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository 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 Alluxio/alluxio | $ npx skills add OpenRefine/OpenRefine | $ npx skills add jeecgboot/jimureport | $ npx skills add jtablesaw/tablesaw |