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
Notebooks is the strongest overall pick here because it has a 100/100 readiness score and fits Multimodal media.
Strongest overall
Notebooks
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Notebooks
Best first install candidate based on install readiness and adoption.
Freshest repo
Serving
Most recent maintenance signal among this shortlist.
| Signal | Djl An Engine-Agnostic Deep Learning Framework in Java | Serving A flexible, high-performance serving system for machine learning models | Notebooks A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL. | Kaggle Solutions 🏅 Collection of Kaggle Solutions and Ideas 🏅 |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 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. | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 4.8K stars 0 installs | 6.4K stars 0 installs | 9.5K stars 0 installs | 6.4K stars 0 installs |
| Freshness | May 20, 2026 | Jun 13, 2026 | May 21, 2026 | Jun 6, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, Machine Learning, Claude Code | C++, Machine Learning, Claude Code | Jupyter Notebook, Machine Learning, Claude Code | Astro, Machine Learning, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Multimodal media workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub 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 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 | 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 deepjavalibrary/djl | $ npx skills add tensorflow/serving | $ npx skills add roboflow/notebooks | $ npx skills add faridrashidi/kaggle-solutions |