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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

MLE Agent is the strongest overall pick here because it has a 87/100 readiness score and fits Coding agents.

Strongest overall

MLE Agent

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

Fastest prototype

MLE Agent

Best first install candidate based on install readiness and adoption.

Freshest repo

MLE Agent

Most recent maintenance signal among this shortlist.

SignalMLE Agent

🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Gemini, Ollama, etc supported. :fireworks: Code RAG

Quality
85/100
Excellent
Decision verdict
87/100
Production-ready

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

Adoption1.6K stars
0 installs
FreshnessJul 27, 2025
Use-case fit
Coding agentsRAG and knowledgeResearch agents
Stack fit
Coding review agentRAG knowledge base
Platform hintsPython, MLOps, Claude Code, OpenAI Agents
WarningsNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
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
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 MLSysOps/MLE-agent