Star200+

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.

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Decision summary

VLMEvalKit is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

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

AliceVision

Most recent maintenance signal among this shortlist.

SignalAruco Ros

Software package and ROS wrappers of the Aruco Augmented Reality marker detector library

AliceVision

3D Computer Vision Framework

VLMEvalKit

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

Aily Blockly

AI IDE for hardware development, support Arduino, MicroPython, ESP32, STM32, RP2040, Nrf5x...

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.

Adoption598 stars
Verified outcomes are shown on each skill page
3.5K stars
Verified outcomes are shown on each skill page
4.2K stars
Verified outcomes are shown on each skill page
3.8K stars
Verified outcomes are shown on each skill page
FreshnessSep 19, 2025Aug 12, 2026Jun 17, 2026Aug 11, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Sports analyticsCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeBrowser automation
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsC++, ROS, Claude CodeC++, Computer Vision, Claude CodePython, Computer Vision, Claude Code, OpenAI AgentsTypeScript, IoT, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add pal-robotics/aruco_ros
$ npx skills add alicevision/AliceVision
$ npx skills add open-compass/VLMEvalKit
$ npx skills add ailyProject/aily-blockly