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
Lightly is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Lightly
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Lightly
Best first install candidate based on install readiness and adoption.
Freshest repo
Lightly
Most recent maintenance signal among this shortlist.
| Signal | Pruna Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead. | Lightly A python library for self-supervised learning on images. | Mmengine OpenMMLab Foundational Library for Training Deep Learning Models | Semantic Router Superfast AI decision making and intelligent processing of multi-modal data. |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 93/100 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 | 1.2K stars 0 installs | 3.8K stars 0 installs | 1.5K stars 0 installs | 3.6K stars 0 installs |
| Freshness | Jun 15, 2026 | Jun 15, 2026 | Dec 23, 2025 | May 23, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Python, 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 | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | 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 |
| 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 PrunaAI/pruna | $ npx skills add lightly-ai/lightly | $ npx skills add open-mmlab/mmengine | $ npx skills add aurelio-labs/semantic-router |