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 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Pycaret is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Pycaret
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Applied Ml
Best first install candidate based on install readiness and adoption.
Freshest repo
Feast
Most recent maintenance signal among this shortlist.
| Signal | Feast The Open Source Feature Store for AI/ML | Applied Ml 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production. | Pycaret Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane. | Mage AI 🧙 Build, run, and manage data pipelines for integrating and transforming data. |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 87/100 Excellent | 100/100 Excellent | 100/100 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. | 89/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 7.1K stars 0 installs | 30K stars 0 installs | 9.8K stars 0 installs | 8.8K stars 0 installs |
| Freshness | Jun 16, 2026 | Jul 18, 2024 | Jun 12, 2026 | Jun 9, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Machine Learning, Claude Code | Machine Learning, Claude Code | Python, Machine Learning, Claude Code | Python, Machine Learning, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation 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 | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add feast-dev/feast | $ npx skills add eugeneyan/applied-ml | $ npx skills add pycaret/pycaret | $ npx skills add mage-ai/mage-ai |