Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
VLMEvalKit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
VLMEvalKit
Best first install candidate based on install readiness and adoption.
Freshest repo
Semantic Router
Most recent maintenance signal among this shortlist.
| Signal | FastBee FastBee开源物联网平台,简单易用,可用于搭建物联网平台以及二次开发和学习。适用于智能家居、智慧办公、智慧社区、农业监测、水利监测、工业控制等。 | Aily Blockly AI IDE for hardware development, support Arduino, MicroPython, ESP32, STM32, RP2040, Nrf5x... | Semantic Router Superfast AI decision making and intelligent processing of multi-modal data. | VLMEvalKit Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks |
|---|---|---|---|---|
| Quality | 95/100 Excellent | 100/100 Excellent | 100/100 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 | 2.2K stars Verified outcomes are shown on each skill page | 3.8K stars Verified outcomes are shown on each skill page | 3.9K stars |
| 4.2K stars Verified outcomes are shown on each skill page |
| Freshness | Apr 16, 2026 | Aug 11, 2026 | Sep 12, 2026 | Jun 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Java, IoT, Claude Code | TypeScript, IoT, Claude Code | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code, OpenAI Agents |
| Warnings | 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 | 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 | Browser 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 kerwincui/FastBee | $ npx skills add ailyProject/aily-blockly | $ npx skills add aurelio-labs/semantic-router | $ npx skills add open-compass/VLMEvalKit |