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

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

Strongest overall

Semantic Router

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

Fastest prototype

Semantic Router

Best first install candidate based on install readiness and adoption.

Freshest repo

Semantic Router

Most recent maintenance signal among this shortlist.

SignalKtrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

Ml Course

Open Machine Learning course

CVprojects

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

Semantic Router

Superfast AI decision making and intelligent processing of multi-modal data.

Quality
71/100
Strong
100/100
Excellent
91/100
Excellent
100/100
Excellent
Decision verdict
73/100
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.

Adoption1.3K stars
0 installs
3.5K stars
0 installs
2.6K stars
0 installs
3.6K stars
0 installs
FreshnessFeb 6, 2025May 4, 2026Dec 26, 2025May 23, 2026
Use-case fit
Stack fit
Platform hintsJupyter Notebook, Computer Vision, Claude CodeJupyter Notebook, Computer Vision, Claude CodeJupyter Notebook, Computer Vision, Claude CodePython, Computer Vision, Claude Code
WarningsRepository looks stale · No 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 signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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
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Install
$ npx skills add amaiya/ktrain
$ npx skills add girafe-ai/ml-course
$ npx skills add enpeizhao/CVprojects
$ npx skills add aurelio-labs/semantic-router