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
Scenic is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Scenic
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Scenic
Best first install candidate based on install readiness and adoption.
Freshest repo
Scenic
Most recent maintenance signal among this shortlist.
| Signal | VLN CE Vision-and-Language Navigation in Continuous Environments using Habitat | Habitat Lab A modular high-level library to train embodied AI agents across a variety of tasks and environments. | Mmengine OpenMMLab Foundational Library for Training Deep Learning Models | Scenic Scenic: A Jax Library for Computer Vision Research and Beyond |
|---|---|---|---|---|
| Quality | 55/100 Promising | 100/100 Excellent | 93/100 Excellent | 100/100 Excellent |
| Decision verdict | 57/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 807 stars 0 installs | 3.0K stars 0 installs | 1.5K stars 0 installs | 3.8K stars 0 installs |
| Freshness | Jan 7, 2025 | May 7, 2026 | Dec 23, 2025 | Jun 15, 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 | Repository looks stale · 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 | 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 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 | 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 jacobkrantz/VLN-CE | $ npx skills add facebookresearch/habitat-lab | $ npx skills add open-mmlab/mmengine | $ npx skills add google-research/scenic |