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
Pandapy is the strongest overall pick here because it has a 51/100 readiness score and fits GitHub automation.
Strongest overall
Pandapy
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Pandapy
Best first install candidate based on install readiness and adoption.
Freshest repo
Pandapy
Most recent maintenance signal among this shortlist.
| Signal | Pandapy PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai) |
|---|---|
| Quality | 49/100 Needs review |
| Decision verdict | 51/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 547 stars 0 installs |
| Freshness | Oct 20, 2021 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Finance, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add firmai/pandapy |