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
Zipkin is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Zipkin
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Zipkin
Best first install candidate based on install readiness and adoption.
Freshest repo
Future Agi
Most recent maintenance signal among this shortlist.
| Signal | Langsmith Sdk LangSmith Client SDK Implementations | 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. | 0xtools 0x.Tools: X-Ray vision for Linux systems | Zipkin Zipkin is a distributed tracing system |
|---|---|---|---|---|
| Quality | 87/100 Excellent | 100/100 Excellent | 86/100 Excellent | 100/100 Excellent |
| Decision verdict | 98/100 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. | 88/100 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 | 929 stars 0 installs | 1.2K stars 0 installs | 1.8K stars 0 installs | 17K stars 0 installs |
| Freshness | Jun 16, 2026 | Jun 16, 2026 | Nov 25, 2025 | Apr 8, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Observability, Claude Code | Python, 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 | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | 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 |
| 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 langchain-ai/langsmith-sdk | $ npx skills add future-agi/future-agi | $ npx skills add tanelpoder/0xtools | $ npx skills add openzipkin/zipkin |