Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Keploy is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Keploy
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Keploy
Best first install candidate based on install readiness and adoption.
Freshest repo
SoloPi
Most recent maintenance signal among this shortlist.
| Signal | Karate Test Automation Made Simple | SoloPi SoloPi 自动化测试工具 | Metersphere MeterSphere 是新一代的开源持续测试工具，内置 AI 助手，让软件测试工作更简单、更高效，不再成为持续交付的瓶颈。 | Keploy Open-source platform for creating safe, isolated production sandboxes for API, integration, and E2E testing. |
|---|---|---|---|---|
| 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 | 8.9K stars Verified outcomes are shown on each skill page | 6.2K stars Verified outcomes are shown on each skill page | 13K stars Verified outcomes are shown on each skill page | 18K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 14, 2026 | Aug 15, 2026 | Jun 12, 2026 | Jun 14, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Java, Testing, Claude Code | Java, Testing, Claude Code | Java, Testing, Claude Code | Go, Testing, 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 | 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 | 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 karatelabs/karate | $ npx skills add alipay/SoloPi | $ npx skills add metersphere/metersphere | $ npx skills add keploy/keploy |