OpenAgentSkillRegistry
ResolveSkillsTasksPacksCompare
Star200+Submit Skill
Star200+

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.

Add more skills

Decision summary

Practical Machine Learning With Python is the strongest overall pick here because it has a 76/100 readiness score and fits Coding agents.

Strongest overall

Practical Machine Learning With Python

Shortlist this skill and compare it with close alternatives before production adoption.

Fastest prototype

Practical Machine Learning With Python

Best first install candidate based on install readiness and adoption.

Freshest repo

Practical Machine Learning With Python

Most recent maintenance signal among this shortlist.

SignalPractical Machine Learning With Python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Quality
74/100
Strong
Decision verdict
76/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption2.4K stars
0 installs
FreshnessMar 31, 2024
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Workflow fit
Content growth agentCoding review agent
Platform hintsJupyter Notebook, Computer Vision, 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.

GitHubX

Explore

SkillsAgent SkillsWhat Is an Agent Skill?AI Agent SkillsTasksInstallable PacksBest SkillsTrendingWorkflow RecipesUse CasesAgentsAgent Entry

Trust

CompareSafety GateSkills RegistryRankingsOutcomesAuditsOfficialWeekly ReportsMonthly IndexState of Agent Skillsvs skills.shAgentSkills.io Alternative

Build

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 dipanjanS/practical-machine-learning-with-python