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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.

Add more skills

Decision summary

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

Strongest overall

Ekuiper

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

Fastest prototype

Ekuiper

Best first install candidate based on install readiness and adoption.

Freshest repo

Ekuiper

Most recent maintenance signal among this shortlist.

SignalShifu

Kubernetes-native IoT gateway

Fabedge

Secure Edge Networking Solution Based On Kubernetes

Ekuiper

Lightweight data stream processing engine for IoT edge

Streampipes

Apache StreamPipes - A self-service (Industrial) IoT toolbox to enable non-technical users to connect, analyze and explore IoT data streams.

Quality
100/100
Excellent
84/100
Strong
100/100
Excellent
86/100
Excellent
Decision verdict
100/100
Production-ready

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

95/100
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.

97/100
Production-ready

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

Adoption1.4K stars
0 installs
528 stars
0 installs
1.7K stars
0 installs
727 stars
0 installs
FreshnessJun 12, 2026May 25, 2026Jun 16, 2026Jun 16, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeBrowser automation
Coding agentsRAG and knowledgeBrowser automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsGo, IoT, Claude CodeGo, IoT, Claude CodeGo, IoT, Claude CodeJava, IoT, 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 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 Edgenesis/shifu
$ npx skills add FabEdge/fabedge
$ npx skills add lf-edge/ekuiper
$ npx skills add apache/streampipes