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

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

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Decision summary

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

Strongest overall

Quarkus

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

Fastest prototype

Quarkus

Best first install candidate based on install readiness and adoption.

Freshest repo

Quarkus

Most recent maintenance signal among this shortlist.

SignalBatch Processing Gateway

The gateway component to make Spark on K8s much easier for Spark users.

Quarkus

Quarkus: Supersonic Subatomic Java.

Xpipe

Access your entire server infrastructure from your local desktop

Mall Swarm

mall-swarm是一套微服务商城系统，采用了 Spring Cloud Alibaba、Spring Boot 3.5、Sa-Token、MyBatis、Elasticsearch、Docker、Kubernetes等核心技术，同时提供了基于Vue的管理后台方便快速搭建系统。mall-swarm在电商业务的基础集成了注册中心、配置中心、监控中心、网关等系统功能。

Quality
71/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
70/100
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.

100/100
Production-ready

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

Adoption220 stars
Verified outcomes are shown on each skill page
16K stars
Verified outcomes are shown on each skill page
14K stars
Verified outcomes are shown on each skill page
13K stars
Verified outcomes are shown on each skill page
FreshnessMay 6, 2026Jun 16, 2026Jun 16, 2026May 21, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Local desktopWorkflow automationCoding agents
RAG and knowledgeCoding agentsWorkflow automation
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Platform hintsJava, Kubernetes, Claude CodeJava, Kubernetes, Claude CodeJava, Kubernetes, Claude CodeJava, Kubernetes, 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 · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsLocal desktop 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 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 apple/batch-processing-gateway
$ npx skills add quarkusio/quarkus
$ npx skills add xpipe-io/xpipe
$ npx skills add macrozheng/mall-swarm