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 Scientist Handbook is the strongest overall pick here because it has a 85/100 readiness score and fits GitHub automation.

Strongest overall

Data Scientist Handbook

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

Fastest prototype

Data Scientist Handbook

Best first install candidate based on install readiness and adoption.

Freshest repo

Data Scientist Handbook

Most recent maintenance signal among this shortlist.

SignalData Scientist Handbook

Curated Data Science resources (Free & Paid) to help aspiring and experienced data scientists learn, grow, and advance their careers.

Quality
80/100
Strong
Decision verdict
85/100
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
FreshnessDec 15, 2025
Use-case fit
Stack fit
Platform hintsData Analysis, Claude Code
WarningsNo major risk signals from current metadata
Best forGitHub automation 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 engagement4 views
0 install copies
Install
$ npx skills add andresvourakis/data-scientist-handbook