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.
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
Airflow
Most recent maintenance signal among this shortlist.
| Signal | Seatunnel Web Modern SeaTunnel Web UI with visual DAG pipelines, batch & streaming sync, connector management, built-in metrics, and runtime logs. | Airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | Flink Cdc Flink CDC is a streaming data integration tool | Conduit Conduit streams data between data stores. Kafka Connect replacement. No JVM required. |
|---|---|---|---|---|
| Quality | 84/100 Strong | 100/100 Excellent | 100/100 Excellent | 85/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 96/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 505 stars 0 installs | 46K stars 0 installs | 6.4K stars 0 installs | 600 stars 0 installs |
| Freshness | Jun 14, 2026 | Jun 16, 2026 | Jun 3, 2026 | Jun 13, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | TypeScript, Data Pipeline, Claude Code | Python, ETL, Claude Code | Java, Data Pipeline, Claude Code | Go, 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 | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation 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 weifuwan/seatunnel-web | $ npx skills add apache/airflow | $ npx skills add apache/flink-cdc | $ npx skills add ConduitIO/conduit |