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

Keras is the strongest overall pick here because it has a 100/100 readiness score and fits Sports analytics.

Strongest overall

Keras

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

Fastest prototype

Keras

Best first install candidate based on install readiness and adoption.

Freshest repo

Kornia

Most recent maintenance signal among this shortlist.

Signal	SCAN PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)	Kornia 🐍 Geometric Computer Vision Library for Spatial AI	Pytorch Lightning Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.	Keras Deep Learning for humans
Quality	54/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	56/100 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.
Adoption	579 stars 0 installs	11K stars 0 installs	31K stars 0 installs	64K stars 0 installs
Freshness	May 18, 2023	Jun 15, 2026	Jun 10, 2026	Jun 12, 2026
Use-case fit	Coding agents RAG and knowledge Workflow automation	GitHub automation Multimodal media Coding agents	Coding agents GitHub automation RAG and knowledge	Sports analytics GitHub automation Coding agents
Stack fit	Coding review agent RAG knowledge base	Content growth agent Coding review agent	Coding review agent Content growth agent	Content growth agent Coding review agent
Platform hints	Python, Computer Vision, Claude Code	Python, Machine Learning, Claude Code	Python, Machine Learning, Claude Code	Python, Machine Learning, Claude Code
Warnings	Repository looks stale · 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	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository 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 kuanghuei/SCAN`	`$ npx skills add kornia/kornia`	`$ npx skills add Lightning-AI/pytorch-lightning`	`$ npx skills add keras-team/keras`