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

Strongest overall

Pandas Datareader

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

Fastest prototype

Pandas Datareader

Best first install candidate based on install readiness and adoption.

Freshest repo

Pandas Datareader

Most recent maintenance signal among this shortlist.

SignalPandas Datareader

Extract data from a wide range of Internet sources into a pandas DataFrame.

Quality
70/100
Strong
Decision verdict
72/100
Strong shortlist

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

Adoption3.2K stars
0 installs
FreshnessApr 3, 2025
Use-case fit
Data analysisGitHub automationCoding agents
Stack fit
Content growth agentCoding review agent
Platform hintsPython, Data Analysis, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yet
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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 · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add pydata/pandas-datareader