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.

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Decision summary

Ultralytics is the strongest overall pick here because it has a 100/100 readiness score and fits Multimodal media.

Strongest overall

Ultralytics

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Ultralytics

Best first install candidate based on install readiness and adoption.

Freshest repo

Ultralytics

Most recent maintenance signal among this shortlist.

Signal	VPR Methods Evaluation Wrapper for 10+ VPR models. Use any SOTA VPR model just by changing one parameter	Supervision We write your reusable computer vision tools. 💜	Datasets 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools	Ultralytics Ultralytics YOLO 🚀
Quality	74/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	73/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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	197 stars 0 installs	44K stars 0 installs	22K stars 0 installs	58K stars 0 installs
Freshness	Apr 23, 2026	Jun 16, 2026	Jun 12, 2026	Jun 16, 2026
Use-case fit	RAG and knowledge Local desktop Coding agents	Multimodal media Coding agents RAG and knowledge	GitHub automation Coding agents RAG and knowledge	Multimodal media Coding agents RAG and knowledge
Stack fit	RAG knowledge base Content growth agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Python, Computer Vision, Claude Code	Python, Machine Learning, Claude Code	Python, Machine Learning, Claude Code	Python, 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	RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects	Multimodal media workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Multimodal media 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 gmberton/VPR-methods-evaluation`	`$ npx skills add roboflow/supervision`	`$ npx skills add huggingface/datasets`	`$ npx skills add ultralytics/ultralytics`