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
Shardingsphere is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Shardingsphere
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Shardingsphere
Best first install candidate based on install readiness and adoption.
Freshest repo
Shardingsphere
Most recent maintenance signal among this shortlist.
| Signal | Debezium Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues. | Flink Cdc Flink CDC is a streaming data integration tool | Shardingsphere Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases. | Snowplow The leader in Customer Data Infrastructure |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 13K stars 0 installs | 6.4K stars 0 installs | 21K stars 0 installs | 7.0K stars 0 installs |
| Freshness | Jun 11, 2026 | Jun 3, 2026 | Jun 12, 2026 | Jun 8, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, Data Pipeline, Claude Code | Java, Data Pipeline, Claude Code | Java, Data Pipeline, Claude Code | Scala, 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 | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 debezium/debezium | $ npx skills add apache/flink-cdc | $ npx skills add apache/shardingsphere | $ npx skills add snowplow/snowplow |