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
Semantic Router is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Semantic Router
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Semantic Router
Best first install candidate based on install readiness and adoption.
Freshest repo
Rclip
Most recent maintenance signal among this shortlist.
| Signal | Semantic Router Superfast AI decision making and intelligent processing of multi-modal data. | Mmengine OpenMMLab Foundational Library for Training Deep Learning Models | Rclip Semantic photo search for the command line | MLE Flashcards 200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science. |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 93/100 Excellent | 87/100 Excellent | 99/100 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. | 98/100 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 | 3.6K stars 0 installs | 1.5K stars 0 installs | 956 stars 0 installs | 2.4K stars 0 installs |
| Freshness | May 23, 2026 | Dec 23, 2025 | Jun 13, 2026 | Apr 30, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Computer Vision, 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 · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge 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 aurelio-labs/semantic-router | $ npx skills add open-mmlab/mmengine | $ npx skills add yurijmikhalevich/rclip | $ npx skills add b7leung/MLE-Flashcards |