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
Doris is the strongest overall pick here because it has a 100/100 readiness score and fits Database and SQL.
Strongest overall
Doris
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Doris
Best first install candidate based on install readiness and adoption.
Freshest repo
Doris
Most recent maintenance signal among this shortlist.
| Signal | AI Gateway The fastest, lightest, and easiest-to-integrate AI gateway on the market. Fully open-sourced. | Hertzbeat An AI-powered next-generation open source real-time observability system. | Future Agi Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0. | Doris Apache Doris is an easy-to-use, high performance and unified analytics database. |
|---|---|---|---|---|
| Quality | 67/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 69/100 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 | 602 stars 0 installs | 7.3K stars 0 installs | 1.2K stars 0 installs | 15K stars 0 installs |
| Freshness | Nov 21, 2025 | Jun 15, 2026 | Jun 16, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Rust, Observability, Claude Code | Java, Observability, Claude Code | Python, Observability, Claude Code | Java, Observability, 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 | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Database and SQL 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 Helicone/ai-gateway | $ npx skills add apache/hertzbeat | $ npx skills add future-agi/future-agi | $ npx skills add apache/doris |