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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

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

Strongest overall

Torchgeo

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

Fastest prototype

Torchgeo

Best first install candidate based on install readiness and adoption.

Freshest repo

Torchgeo

Most recent maintenance signal among this shortlist.

SignalCleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

Torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

Lightly

A python library for self-supervised learning on images.

Quality
92/100
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.

Adoption1.2K stars
0 installs
4.1K stars
0 installs
3.8K stars
0 installs
3.8K stars
0 installs
FreshnessJan 8, 2026Jun 18, 2026Jun 15, 2026Jun 17, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsWorkflow automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsPython, Computer Vision, Claude CodePython, Computer Vision, Claude CodePython, Computer Vision, Claude CodePython, Computer Vision, 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 signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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 cleanlab/cleanvision
$ npx skills add torchgeo/torchgeo
$ npx skills add google-research/scenic
$ npx skills add lightly-ai/lightly