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 4 skills

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Decision summary

Llm Course is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Llm Course

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

Fastest prototype

Llm Course

Best first install candidate based on install readiness and adoption.

Freshest repo

Ml Engineering

Most recent maintenance signal among this shortlist.

SignalEvaluation Guidebook

Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

Llm Course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Ml Engineering

Machine Learning Engineering Open Book

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Quality
82/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
84/100
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.

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.

Adoption2.1K stars
Verified outcomes are shown on each skill page
80K stars
Verified outcomes are shown on each skill page
18K stars
Verified outcomes are shown on each skill page
34K stars
Verified outcomes are shown on each skill page
FreshnessDec 3, 2025Feb 5, 2026May 18, 2026Mar 25, 2026
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Workflow fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Platform hintsJupyter Notebook, Machine Learning, Claude CodeMachine Learning, Claude CodePython, Machine Learning, Claude CodeJupyter Notebook, Machine Learning, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add huggingface/evaluation-guidebook
$ npx skills add mlabonne/llm-course
$ npx skills add stas00/ml-engineering
$ npx skills add openai/CLIP