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

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

Strongest overall

Ludwig

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

Fastest prototype

Ludwig

Best first install candidate based on install readiness and adoption.

Freshest repo

Ludwig

Most recent maintenance signal among this shortlist.

Signal	Tensorlayer Tricks How to use TensorLayer	Ludwig Low-code framework for building custom LLMs, neural networks, and other AI models	Autogluon Fast and Accurate ML in 3 Lines of Code	Kornia 🐍 Geometric Computer Vision Library for Spatial AI
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.
Adoption	348 stars 0 installs	12K stars 0 installs	10K stars 0 installs	11K stars 0 installs
Freshness	Sep 17, 2018	Jun 15, 2026	Jun 15, 2026	Jun 15, 2026
Use-case fit	GitHub automation Coding agents RAG and knowledge	Coding agents GitHub automation RAG and knowledge	Coding agents GitHub automation RAG and knowledge	GitHub automation Multimodal media Coding agents
Stack fit	Content growth agent Coding review agent	Coding review agent Content growth agent	Coding review agent Content growth agent	Content growth agent Coding review agent
Platform hints	Machine Learning, 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	GitHub automation workflows · Claude Code teams · builders willing to evaluate younger projects	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation 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 wagamamaz/tensorlayer-tricks`	`$ npx skills add ludwig-ai/ludwig`	`$ npx skills add autogluon/autogluon`	`$ npx skills add kornia/kornia`