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
Statsmodels is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.
Strongest overall
Statsmodels
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Statsmodels
Best first install candidate based on install readiness and adoption.
Freshest repo
Data Juicer
Most recent maintenance signal among this shortlist.
| Signal | Collapse Advanced and Fast Data Transformation in R | Statsmodels Statsmodels: statistical modeling and econometrics in Python | Data Juicer Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷 | 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 | 75/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 86/100 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 | 699 stars 0 installs | 11K stars 0 installs | 6.5K stars 0 installs | 5.1K stars 0 installs |
| Freshness | Jun 4, 2026 | Jun 12, 2026 | Jun 15, 2026 | Apr 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C, Data Analysis, Claude Code | Python, Data Analysis, Claude Code | Python, 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 | Data analysis 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 | 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 fastverse/collapse | $ npx skills add statsmodels/statsmodels | $ npx skills add datajuicer/data-juicer | $ npx skills add javascriptdata/danfojs |