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
Cudf is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Cudf
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Cudf
Best first install candidate based on install readiness and adoption.
Freshest repo
Cudf
Most recent maintenance signal among this shortlist.
| Signal | Cudf cuDF - GPU DataFrame Library | DataFrame C++ DataFrame for statistical, financial, and ML analysis in modern C++ | ArcticDB ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem. | Danfojs Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data. |
|---|---|---|---|---|
| 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 | 9.7K stars 0 installs | 3.0K stars 0 installs | 2.4K stars 0 installs | 5.1K stars 0 installs |
| Freshness | Jun 6, 2026 | Jun 6, 2026 | Jun 6, 2026 | Apr 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, Data Analysis, Claude Code | C++, Data Analysis, Claude Code | C++, Data Analysis, Claude Code | TypeScript, Data Analysis, 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 | GitHub automation 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 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 rapidsai/cudf | $ npx skills add hosseinmoein/DataFrame | $ npx skills add man-group/ArcticDB | $ npx skills add javascriptdata/danfojs |