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
ISLR Python is the strongest overall pick here because it has a 79/100 readiness score and fits Coding agents.
Strongest overall
ISLR Python
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
ISLR Python
Best first install candidate based on install readiness and adoption.
Freshest repo
ISLR Python
Most recent maintenance signal among this shortlist.
| Signal | ISLR Python An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code |
|---|---|
| Quality | 77/100 Strong |
| Decision verdict | 79/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 4.4K stars 0 installs |
| Freshness | Oct 27, 2022 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Jupyter Notebook, Machine Learning, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Coding agents 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 JWarmenhoven/ISLR-python |