Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
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
Shardingsphere
Most recent maintenance signal among this shortlist.
| Signal | Seatunnel Web SeaTunnel is a distributed, high-performance data integration platform for the synchronization and transformation of massive data (offline & real-time). | Airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | Debezium Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues. | Shardingsphere Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases. |
|---|---|---|---|---|
| Quality | 73/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 75/100 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. |
| Adoption | 844 stars 0 installs | 46K stars 0 installs | 13K stars 0 installs | 21K stars 0 installs |
| Freshness | Jan 22, 2026 | Jun 20, 2026 | Jun 12, 2026 | Jun 25, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Java, Data Pipeline, Claude Code | Python, ETL, Claude Code | Java, Data Pipeline, Claude Code | Java, Data Pipeline, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add apache/seatunnel-web | $ npx skills add apache/airflow | $ npx skills add debezium/debezium | $ npx skills add apache/shardingsphere |