Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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.
| Signal | Sql Father Backend Public 新项目:快速生成 SQL 和模拟数据的网站(Java 后端),大幅提高开发测试效率!by 程序员鱼皮 | Hive Apache Hive | Flink Apache Flink | Mybatis 3 MyBatis SQL mapper framework for Java |
|---|---|---|---|---|
| Quality | 69/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 2.1K stars Verified outcomes are shown on each skill page | 6.0K stars Verified outcomes are shown on each skill page | 26K stars Verified outcomes are shown on each skill page |
| 20K stars Verified outcomes are shown on each skill page |
| Freshness | May 21, 2023 | Aug 26, 2026 | Aug 26, 2026 | Jun 19, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Java, SQL, Claude Code | Java, SQL, Claude Code | Java, SQL, Claude Code | Java, SQL, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals | Database and SQL 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 require actively maintained dependencies · production agents without a repository 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 | 9 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add liyupi/sql-father-backend-public | $ npx skills add apache/hive | $ npx skills add apache/flink | $ npx skills add mybatis/mybatis-3 |