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

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Decision summary

Webots is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.

Strongest overall

Webots

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Webots

Best first install candidate based on install readiness and adoption.

Freshest repo

AliceVision

Most recent maintenance signal among this shortlist.

SignalWebots

Webots Robot Simulator

AliceVision

3D Computer Vision Framework

Remove AI Watermarks

AI watermark remover. CLI and Python library to strip visible and invisible AI watermarks (Gemini / Nano Banana sparkle, SynthID) and provenance metadata (C2PA, EXIF, IPTC) from images.

VLMEvalKit

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

Quality
100/100
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.

Adoption4.4K stars
Verified outcomes are shown on each skill page
3.5K stars
Verified outcomes are shown on each skill page
4.3K stars
Verified outcomes are shown on each skill page
4.2K stars
Verified outcomes are shown on each skill page
FreshnessJun 19, 2026Aug 12, 2026Jul 28, 2026Jun 17, 2026
Use-case fit
Browser automationCoding agentsRAG and knowledge
Sports analyticsCoding agentsRAG and knowledge
Multimodal mediaCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Workflow fit
Browser QA agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsC++, Computer Vision, Claude CodeC++, Computer Vision, Claude CodePython, Computer Vision, Claude CodePython, Computer Vision, Claude Code, OpenAI Agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics workflows · Claude Code teams · teams that value GitHub adoption signalsMultimodal media 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add cyberbotics/webots
$ npx skills add alicevision/AliceVision
$ npx skills add wiltodelta/remove-ai-watermarks
$ npx skills add open-compass/VLMEvalKit