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

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

Strongest overall

Flink

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

Fastest prototype

Flink

Best first install candidate based on install readiness and adoption.

Freshest repo

Flink

Most recent maintenance signal among this shortlist.

SignalFiflow

flink-sql 在 flink 上运行 sql 和 构建数据流的平台 基于 apache flink 1.10.0

Flink

Apache Flink

Mybatis 3

MyBatis SQL mapper framework for Java

Beam

Apache Beam is a unified programming model for Batch and Streaming data processing.

Quality
42/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
32/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

Adoption113 stars
0 installs
26K stars
0 installs
20K stars
0 installs
8.6K stars
0 installs
FreshnessJun 21, 2022Jun 20, 2026Jun 19, 2026Jun 20, 2026
Use-case fit
Stack fit
Platform hintsJava, SQL, Claude CodeJava, SQL, Claude CodeJava, SQL, Claude CodeJava, SQL, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsCoding 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 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
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Install
$ npx skills add pdaodao/fiflow
$ npx skills add apache/flink
$ npx skills add mybatis/mybatis-3
$ npx skills add apache/beam