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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 1 skill

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Pandas Workshop is the strongest overall pick here because it has a 72/100 readiness score and fits Data analysis.

Strongest overall

Pandas Workshop

Shortlist this skill and compare it with close alternatives before production adoption.

Fastest prototype

Pandas Workshop

Best first install candidate based on install readiness and adoption.

Freshest repo

Pandas Workshop

Most recent maintenance signal among this shortlist.

SignalPandas Workshop

An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.

Quality
73/100
Strong
Decision verdict
72/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption448 stars
0 installs
FreshnessApr 19, 2026
Use-case fit
Data analysisGitHub automationCoding agents
Stack fit
Content growth agentCoding review agent
Platform hintsJupyter Notebook, Data Visualization, Claude Code
WarningsNo OpenAgentSkill engagement data yet
Best for
OpenAgentSkill

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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DocsAbout OpenAgentSkillAPIllms.txtOpenAPICLICreator KitX Growth KitSubmitBlogGuidesActivity
OpenAgentSkill Registry
PrivacyBuilt for agent-native discovery
Data analysis workflows · Claude Code teams · builders willing to evaluate younger projects
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add stefmolin/pandas-workshop