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
Spotless is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Spotless
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Spotless
Best first install candidate based on install readiness and adoption.
Freshest repo
Spotless
Most recent maintenance signal among this shortlist.
| Signal | Spotless Keep your code spotless | Jdbi The Jdbi library provides convenient, idiomatic access to relational databases in Java and other JVM technologies such as Kotlin, Clojure or Scala. | Requery requery - modern SQL based query & persistence for Java / Kotlin / Android | Beakerx Beaker Extensions for Jupyter Notebook |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 99/100 Excellent | 96/100 Excellent | 75/100 Strong |
| 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. | 77/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 5.5K stars 0 installs | 2.1K stars 0 installs | 3.1K stars 0 installs | 2.9K stars 0 installs |
| Freshness | Jun 16, 2026 | Apr 28, 2026 | Feb 9, 2026 | Dec 4, 2023 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, SQL, Claude Code | Java, SQL, Claude Code | Java, SQL, Claude Code | Jupyter Notebook, SQL, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 |
| 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 require actively maintained dependencies · production agents without a repository 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 diffplug/spotless | $ npx skills add jdbi/jdbi | $ npx skills add requery/requery | $ npx skills add twosigma/beakerx |