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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

Lightly is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Lightly

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

Fastest prototype

Lightly

Best first install candidate based on install readiness and adoption.

Freshest repo

Lightly

Most recent maintenance signal among this shortlist.

SignalBooks

Books / PDFS / EPUBS for different fields of programming . READ GROW AND ENJOY 😊😊😊😊

CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

Lightly

A python library for self-supervised learning on images.

Ml Course

Open Machine Learning course

Quality
72/100
Strong
91/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
83/100
Strong shortlist

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

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.

Adoption875 stars
0 installs
2.6K stars
0 installs
3.8K stars
0 installs
3.5K stars
0 installs
FreshnessJan 2, 2026Dec 26, 2025Jun 17, 2026May 4, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Coding agentsRAG and knowledgeWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Coding review agentRAG knowledge base
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Platform hintsComputer Vision, Claude CodeJupyter Notebook, Computer Vision, Claude CodePython, Computer Vision, Claude CodeJupyter Notebook, Computer Vision, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add Rishabh-creator601/Books
$ npx skills add enpeizhao/CVprojects
$ npx skills add lightly-ai/lightly
$ npx skills add girafe-ai/ml-course