Agent Skills
› katanemo/plano
› plano-observability-debugging
plano-observability-debugging
GitHub用于改进 Plano 追踪和调试工作流，涵盖采样策略、Span 属性配置及基于 Trace 查询的根因分析。帮助开发者使路由和延迟行为可观测，通过精确命令复现和验证问题。
Trigger Scenarios
启用正确的追踪配置
添加有用的 Span 属性
调试请求路由错误原因
从追踪中检查过滤器或模型延迟
Install
npx skills add katanemo/plano --skill plano-observability-debugging -g -y
SKILL.md
Frontmatter
{
"name": "plano-observability-debugging",
"license": "Apache-2.0",
"metadata": {
"author": "katanemo",
"version": "1.0.0"
},
"description": "Improve Plano tracing and debugging workflows. Use for sampling strategy, span attributes, and trace query-based root-cause analysis."
}
Plano Observability and Debugging
Use this skill to make routing and latency behavior inspectable and debuggable.
When To Use
- "Enable tracing correctly"
- "Add useful span attributes"
- "Debug why a request routed incorrectly"
- "Inspect filter/model latency from traces"
Apply These Rules
observe-tracingobserve-span-attributesobserve-trace-query
Execution Checklist
- Enable tracing with environment-appropriate sampling.
- Add useful static and header-derived span attributes.
- Use
planoai tracefilters to isolate route and latency issues. - Prefer trace evidence over assumptions in recommendations.
- Return exact commands to reproduce and validate findings.
Version History
- 0.4.26 Current 2026-07-06 00:27
