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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 4 skills

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

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Decision summary

Aim is the strongest overall pick here because it has a 100/100 readiness score and fits Sports analytics.

Strongest overall

Aim

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

Fastest prototype

Aim

Best first install candidate based on install readiness and adoption.

Freshest repo

Aim

Most recent maintenance signal among this shortlist.

SignalSematic

An open-source ML pipeline development platform

Plexe

✨ Build a machine learning model from a prompt

Aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

MLE 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
56/100
Promising
96/100
Excellent
100/100
Excellent
85/100
Excellent
Decision verdict
58/100
Prototype first

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

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.

87/100
Production-ready

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

Adoption998 stars
0 installs
2.6K stars
0 installs
6.2K stars
0 installs
1.6K stars
0 installs
FreshnessJan 9, 2025Mar 6, 2026Jun 14, 2026Jul 27, 2025
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Sports analyticsGitHub automationCoding agents
Coding agentsRAG and knowledgeResearch agents
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentRAG knowledge base
Platform hintsPython, MLOps, Claude CodePython, MLOps, Claude CodePython, Machine Learning, Claude CodePython, MLOps, Claude Code, OpenAI Agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
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0 install copies
3 views
0 install copies
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0 install copies
Install
$ npx skills add sematic-ai/sematic
$ npx skills add plexe-ai/plexe
$ npx skills add aimhubio/aim
$ npx skills add MLSysOps/MLE-agent