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.

SignalWave Geometry

Manifold geometry with fast automatic derivatives and coordinate frame semantics checking

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
47/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
37/100
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.

Adoption125 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
FreshnessMay 3, 2024Aug 12, 2026Jun 17, 2026Aug 11, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
Sports analyticsCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeBrowser automation
Workflow fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsC++, Robotics, Claude CodeC++, Computer Vision, Claude CodePython, Computer Vision, Claude Code, OpenAI AgentsTypeScript, IoT, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsSports 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 require actively maintained dependencies · production agents without a repository 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 wavelab/wave_geometry
$ npx skills add alicevision/AliceVision
$ npx skills add open-compass/VLMEvalKit
$ npx skills add ailyProject/aily-blockly