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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 1 skill

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Machine Learning Library is the strongest overall pick here because it has a 70/100 readiness score and fits RAG and knowledge.

Strongest overall

Machine Learning Library

Prototype with this skill first; keep a fallback candidate ready.

Fastest prototype

Machine Learning Library

Best first install candidate based on install readiness and adoption.

Freshest repo

Machine Learning Library

Most recent maintenance signal among this shortlist.

SignalMachine Learning Library

A hand-curated, topic-organized library of the best ML education — 923 docs (391 arXiv papers, 474 Stanford/MIT/Karpathy/fast.ai lectures, 58 explainer articles), normalized to Markdown with full provenance. Open it in Obsidian or point your agent at it. A clean ML corpus for learning, RAG & fine-tuning.

Quality
71/100
Strong
Decision verdict
70/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

Adoption141 stars
0 installs
FreshnessMay 29, 2026
Use-case fit
RAG and knowledgeCoding agentsResearch agents
Stack fit
RAG knowledge baseContent growth agent
Platform hintsPython, Research, Claude Code
WarningsNo OpenAgentSkill engagement data yet
Best for
OpenAgentSkill

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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DocsAbout OpenAgentSkillAPIllms.txtOpenAPICLICreator KitX Growth KitSubmitBlogGuidesActivity
OpenAgentSkill Registry
PrivacyBuilt for agent-native discovery
RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add ATOM00blue/machine-learning-library