Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
plotly-interactive-visualization
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
plotly-interactive-visualization
Best first install candidate based on install readiness and adoption.
Freshest repo
plotly-interactive-visualization
Most recent maintenance signal among this shortlist.
| Signal | plotly-interactive-visualization Interactive visualization with Plotly. 40+ chart types (scatter, line, heatmap, 3D, geographic) with hover, zoom, pan. Two APIs: Plotly Express (DataFrame) and Graph Objects (fine control). For static publication figures use matplotlib; for statistical grammar use seaborn. |
|---|---|
| Quality | 72/100 Strong |
| Decision verdict | 71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 359 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 29, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
plotly-interactive-visualization
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
plotly-interactive-visualization
Best first install candidate based on install readiness and adoption.
Freshest repo
plotly-interactive-visualization
Most recent maintenance signal among this shortlist.
| Signal | plotly-interactive-visualization Interactive visualization with Plotly. 40+ chart types (scatter, line, heatmap, 3D, geographic) with hover, zoom, pan. Two APIs: Plotly Express (DataFrame) and Graph Objects (fine control). For static publication figures use matplotlib; for statistical grammar use seaborn. |
|---|---|
| Quality | 72/100 Strong |
| Decision verdict | 71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 359 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 29, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Data analysis workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add jaechang-hits/SciAgent-Skills --skill plotly-interactive-visualization |
| Best for | Data analysis workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add jaechang-hits/SciAgent-Skills --skill plotly-interactive-visualization |