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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

Deck.Gl is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Deck.Gl

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

Fastest prototype

Deck.Gl

Best first install candidate based on install readiness and adoption.

Freshest repo

Deck.Gl

Most recent maintenance signal among this shortlist.

SignalHypertools

A Python toolbox for gaining geometric insights into high-dimensional data

Vizro

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

Deck.Gl

WebGL2 powered visualization framework

Plotly Resampler

Visualize large time series data with plotly.py

Quality
94/100
Excellent
100/100
Excellent
100/100
Excellent
84/100
Strong
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.

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.

Adoption1.9K stars
0 installs
3.7K stars
0 installs
14K stars
0 installs
1.2K stars
0 installs
FreshnessJan 29, 2026Jun 16, 2026Jun 16, 2026Dec 6, 2025
Use-case fit
RAG and knowledgeData analysisCoding agents
Coding agentsRAG and knowledgeBrowser automation
Coding agentsRAG and knowledgeWorkflow automation
Data analysisGitHub automationCoding agents
Stack fit
RAG knowledge baseContent growth agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Data Visualization, Claude CodePython, Data Visualization, Claude CodeTypeScript, Data Visualization, Claude CodePython, Data Analysis, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 ContextLab/hypertools
$ npx skills add mckinsey/vizro
$ npx skills add visgl/deck.gl
$ npx skills add predict-idlab/plotly-resampler