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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.

Add more skills

Decision summary

Plotly.Js is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.

Strongest overall

Plotly.Js

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Plotly.Js

Best first install candidate based on install readiness and adoption.

Freshest repo

Plotly.Js

Most recent maintenance signal among this shortlist.

SignalVizro

Vizro is a low-code toolkit for building high-quality data visualization apps.

Plotly.Js

Open-source JavaScript charting library behind Plotly and Dash

Plotly Resampler

Visualize large time series data with plotly.py

Seaborn

Statistical data visualization in Python

Quality
100/100
Excellent
100/100
Excellent
84/100
Strong
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.

87/100
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.

Adoption3.7K stars
0 installs
18K stars
0 installs
1.2K stars
0 installs
14K stars
0 installs
FreshnessJun 16, 2026Jun 16, 2026Dec 6, 2025Jan 22, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Data analysisCoding agentsRAG and knowledge
Data analysisGitHub automationCoding agents
Data analysisGitHub automationCoding agents
Stack fit
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Data Visualization, Claude CodeJavaScript, Data Visualization, Claude CodePython, Data Analysis, Claude CodePython, Data Visualization, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
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Install
$ npx skills add mckinsey/vizro
$ npx skills add plotly/plotly.js
$ npx skills add predict-idlab/plotly-resampler
$ npx skills add mwaskom/seaborn