plano-observability-debugging
Improve Plano tracing and debugging workflows. Use for sampling strategy, span attributes, and trace query-based root-cause analysis.
Source facts
- Repository
- katanemo/plano
- Last source activity
- April 16, 2026 at 20:16
- Detected SKILL.md language
- English
- Stars
- 7,090
- Forks
- 489
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Source instructions · Read-only preview- 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.
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