Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Echarts
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Echarts
Best first install candidate based on install readiness and adoption.
Freshest repo
Echarts
Most recent maintenance signal among this shortlist.
| Signal | Lonboard Fast, interactive geospatial data visualization in Jupyter. | Matplotlib matplotlib: plotting with Python | Pixijs The HTML5 Creation Engine: Create beautiful digital content with the fastest, most flexible 2D WebGL renderer. | Echarts Apache ECharts is a powerful, interactive charting and data visualization library for browser |
|---|---|---|---|---|
| Quality | 81/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 92/100 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 | 952 stars Verified outcomes are shown on each skill page | 23K stars Verified outcomes are shown on each skill page | 47K stars Verified outcomes are shown on each skill page |
| 67K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 13, 2026 | Jun 16, 2026 | Jun 16, 2026 | Aug 4, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Data Visualization, Claude Code | Python, Data Visualization, Claude Code | TypeScript, Data Visualization, Claude Code | TypeScript, Data Visualization, Claude Code, Browser agents |
| 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 developmentseed/lonboard | $ npx skills add matplotlib/matplotlib | $ npx skills add pixijs/pixijs | $ npx skills add apache/echarts |