Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
UFO is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
UFO
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
UFO
Best first install candidate based on install readiness and adoption.
Freshest repo
Bitsandbytes
Most recent maintenance signal among this shortlist.
| Signal | ManipVQA [IROS24 Oral]ManipVQA: Injecting Robotic Affordance and Physically Grounded Information into Multi-Modal Large Language Models | UFO UFO³: Weaving the Digital Agent Galaxy | XianyuAutoAgent 智能闲鱼客服机器人系统：专为闲鱼平台打造的AI值守解决方案，实现闲鱼平台7×24小时自动化值守，支持多专家协同决策、智能议价和上下文感知对话。 | Bitsandbytes Accessible large language models via k-bit quantization for PyTorch. |
|---|---|---|---|---|
| Quality | 41/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 31/100 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 | 102 stars 0 installs | 9.0K stars 0 installs | 8.0K stars 0 installs | 8.3K stars 0 installs |
| Freshness | Aug 22, 2024 | Jun 12, 2026 | Jun 10, 2026 | Jun 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Robotics, Claude Code | Python, Automation, Claude Code | Python, Chatbot, Claude Code | Python, Machine Learning, 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 · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 SiyuanHuang95/ManipVQA | $ npx skills add microsoft/UFO | $ npx skills add shaxiu/XianyuAutoAgent | $ npx skills add bitsandbytes-foundation/bitsandbytes |