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 | RoboBrain [CVPR 2025] RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete. Official Repository. | Semantic Router Superfast AI decision making and intelligent processing of multi-modal data. | Aily Blockly AI IDE for hardware development, support Arduino, MicroPython, ESP32, STM32, RP2040, Nrf5x... | VLMEvalKit Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks |
|---|---|---|---|---|
| Quality | 67/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 69/100 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. | 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 | 553 stars Verified outcomes are shown on each skill page | 3.9K stars Verified outcomes are shown on each skill page | 3.8K stars |
| 4.2K stars Verified outcomes are shown on each skill page |
| Freshness | Oct 13, 2025 | Sep 12, 2026 | Aug 11, 2026 | Jun 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Robotics, Claude Code | Python, Computer Vision, Claude Code | TypeScript, IoT, 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 | 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 | 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 FlagOpen/RoboBrain | $ npx skills add aurelio-labs/semantic-router | $ npx skills add ailyProject/aily-blockly | $ npx skills add open-compass/VLMEvalKit |