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
UPlot is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.
Strongest overall
UPlot
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
UPlot
Best first install candidate based on install readiness and adoption.
Freshest repo
ScottPlot
Most recent maintenance signal among this shortlist.
| Signal | Ipyvizzu Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax. | Amcharts4 The most advanced amCharts charting library for JavaScript and TypeScript apps. | UPlot 📈 A small, fast chart for time series, lines, areas, ohlc & bars | ScottPlot Interactive plotting library for .NET |
|---|---|---|---|---|
| Quality | 56/100 Promising | 91/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 968 stars 0 installs | 1.2K stars 0 installs | 10K stars 0 installs | 6.6K stars 0 installs |
| Freshness | Feb 26, 2025 | Mar 23, 2026 | Apr 22, 2026 | May 5, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Jupyter Notebook, Data Visualization, Claude Code | TypeScript, Data Visualization, Claude Code | JavaScript, Data Visualization, Claude Code | C#, Data Visualization, 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 | 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 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 vizzuhq/ipyvizzu | $ npx skills add amcharts/amcharts4 | $ npx skills add leeoniya/uPlot | $ npx skills add ScottPlot/ScottPlot |