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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

Python Machine Learning Book is the strongest overall pick here because it has a 85/100 readiness score and fits Coding agents.

Strongest overall

Python Machine Learning Book

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

Fastest prototype

Python Machine Learning Book

Best first install candidate based on install readiness and adoption.

Freshest repo

Python Machine Learning Book

Most recent maintenance signal among this shortlist.

SignalPython Machine Learning Book

The "Python Machine Learning (1st edition)" book code repository and info resource

Quality
83/100
Strong
Decision verdict
85/100
Production-ready

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

Adoption13K stars
0 installs
FreshnessNov 20, 2024
Use-case fit
Coding agentsGitHub automationRAG and knowledge
Stack fit
Coding review agentContent growth agent
Platform hintsJupyter Notebook, Machine Learning, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yet
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
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add rasbt/python-machine-learning-book