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

Made With ML is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

Made With ML

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

Fastest prototype

Made With ML

Best first install candidate based on install readiness and adoption.

Freshest repo

Ray

Most recent maintenance signal among this shortlist.

Signal	Haupt Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon	Great Expectations Always know what to expect from your data.	Made With ML Learn how to develop, deploy and iterate on production-grade ML applications.	Ray Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Quality	78/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	77/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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	452 stars 0 installs	12K stars 0 installs	48K stars 0 installs	43K stars 0 installs
Freshness	May 29, 2026	Jun 13, 2026	Mar 4, 2026	Jun 16, 2026
Use-case fit	GitHub automation Coding agents RAG and knowledge	Workflow automation GitHub automation Coding agents	GitHub automation Coding agents RAG and knowledge	RAG and knowledge GitHub automation Coding agents
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent	RAG knowledge base Content growth agent
Platform hints	Python, MLOps, Claude Code	Python, MLOps, Claude Code	Jupyter Notebook, MLOps, Claude Code	Python, Machine Learning, Claude Code
Warnings	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	Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	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	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 polyaxon/haupt`	`$ npx skills add fivetran/great_expectations`	`$ npx skills add GokuMohandas/Made-With-ML`	`$ npx skills add ray-project/ray`