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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

Airflow is the strongest overall pick here because it has a 100/100 readiness score and fits Workflow automation.

Strongest overall

Airflow

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

Fastest prototype

Airflow

Best first install candidate based on install readiness and adoption.

Freshest repo

Sqrl

Most recent maintenance signal among this shortlist.

SignalSqrl

Agentic Data Engineering Harness for building data pipelines, data products, data APIs, and data lakes autonomously

Debezium

Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.

Airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Beam

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

Quality
81/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
80/100
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.

Adoption215 stars
0 installs
13K stars
0 installs
46K stars
0 installs
8.6K stars
0 installs
FreshnessJun 26, 2026Jun 12, 2026Jun 20, 2026Jun 20, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
GitHub automationCoding agentsRAG and knowledge
Workflow automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsJava, Data Pipeline, Claude CodeJava, Data Pipeline, Claude CodePython, ETL, Claude CodeJava, SQL, Claude Code
WarningsNo 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 projectsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsWorkflow automation 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 DataSQRL/sqrl
$ npx skills add debezium/debezium
$ npx skills add apache/airflow
$ npx skills add apache/beam