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 | Sqlmodel SQL databases in Python, designed for simplicity, compatibility, and robustness. | Sqlalchemy The Database Toolkit for Python | Sqlfluff A modular SQL linter and auto-formatter with support for multiple dialects and templated code. | Flink Apache Flink |
|---|---|---|---|---|
| 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 | 18K stars Verified outcomes are shown on each skill page | 12K stars Verified outcomes are shown on each skill page | 9.8K stars Verified outcomes are shown on each skill page |
| 26K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 18, 2026 | Jun 18, 2026 | Jun 19, 2026 | Aug 26, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, SQL, Claude Code | Python, SQL, Claude Code | Python, SQL, Claude Code | Java, SQL, 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 | 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 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 fastapi/sqlmodel | $ npx skills add sqlalchemy/sqlalchemy | $ npx skills add sqlfluff/sqlfluff | $ npx skills add apache/flink |