kelly-agent-observability
Local dashboard visualizing a fleet of LLM agents behind a shared AI gateway: call volume, latency, error rates, cost, and trace-level chain breaks.本地看板，展示运行在共享 AI 网关背后的一批 LLM agent：调用量、延迟、错误率、成本，以及链路级故障追踪。
Install安装
Install kelly-agent-observability or copy a ready prompt for your agent.安装 kelly-agent-observability，或复制现成提示给 agent。
npx skills add mr-kelly/skills
--skill kelly-agent-observability
Claude CodeClaude Code
/plugin marketplace add mr-kelly/skills
/plugin install mr-kelly-skills
When to use it什么时候用
Use it when reviewing agent fleet health or drilling into a failed trace to see where a chain broke.审阅 agent 集群健康状况，或排查某条失败链路断在哪一步时使用。
OverviewFleet-level call volume, cost, and degraded-agent counts.
OverviewFleet-level call volume, cost, and degraded-agent counts.
Trace detailStep-by-step timeline highlighting where a chain broke.
Trace detailStep-by-step timeline highlighting where a chain broke.