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
Habitat Lab is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Habitat Lab
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Habitat Lab
Best first install candidate based on install readiness and adoption.
Freshest repo
SimWorld
Most recent maintenance signal among this shortlist.
| Signal | Neural SLAM Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM" | Habitat Lab A modular high-level library to train embodied AI agents across a variety of tasks and environments. | SimWorld SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds | Opendr A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning |
|---|---|---|---|---|
| Quality | 56/100 Promising | 100/100 Excellent | 86/100 Excellent | 80/100 Strong |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 97/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 91/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 850 stars 0 installs | 3.0K stars 0 installs | 709 stars 0 installs | 727 stars 0 installs |
| Freshness | Jun 17, 2024 | May 7, 2026 | May 30, 2026 | May 11, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Robotics, Claude Code | Python, Computer Vision, Claude Code | Python, Robotics, Claude Code | Python, Robotics, 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 | 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 | Coding agents 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 devendrachaplot/Neural-SLAM | $ npx skills add facebookresearch/habitat-lab | $ npx skills add SimWorld-AI/SimWorld | $ npx skills add opendr-eu/opendr |