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.
Decision summary
Klib is the strongest overall pick here because it has a 89/100 readiness score and fits Data analysis.
Strongest overall
Klib
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Klib
Best first install candidate based on install readiness and adoption.
Freshest repo
Klib
Most recent maintenance signal among this shortlist.
| Signal | Klib Easy to use Python library of customized functions for cleaning and analyzing data. |
|---|---|
| Quality | 78/100 Strong |
| Decision verdict | 89/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 521 stars 0 installs |
| Freshness | Jun 18, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Data Analysis, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add akanz1/klib |