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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

Data Science On Gcp is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.

Strongest overall

Data Science On Gcp

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

Fastest prototype

Data Science On Gcp

Best first install candidate based on install readiness and adoption.

Freshest repo

Data Science On Gcp

Most recent maintenance signal among this shortlist.

SignalData Science On Gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Quality
93/100
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.

Adoption1.4K stars
0 installs
FreshnessFeb 20, 2026
Use-case fit
Data analysisCoding agentsGitHub automation
Workflow fit
Coding review agentResearch report agent
Platform hintsJupyter Notebook, Data Analysis, Claude Code
WarningsNo OpenAgentSkill engagement data yet
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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OpenAgentSkill Registry
PrivacyBuilt for agent-native discovery
Best forData 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 review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add GoogleCloudPlatform/data-science-on-gcp