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---
name: plano-observability-debugging
description: Improve Plano tracing and debugging workflows. Use for sampling strategy, span attributes, and trace query-based root-cause analysis.
license: Apache-2.0
metadata:
author: katanemo
version: "1.0.0"
---
# 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-tracing`
- `observe-span-attributes`
- `observe-trace-query`
## Execution Checklist
1. Enable tracing with environment-appropriate sampling.
2. Add useful static and header-derived span attributes.
3. Use `planoai trace` filters to isolate route and latency issues.
4. Prefer trace evidence over assumptions in recommendations.
5. Return exact commands to reproduce and validate findings.
