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analyze-traces - Analyze OpenTelemetry traces for debugging

Read and reason about OpenTelemetry traces to debug errors, investigate latency, and audit attribute hygiene

Tags

Updated: 2026-05-09
tracinglogsopentelemetryperformancedebugging

Capabilities

read trace datafilter trace datainspect span attributesidentify errors in traces

Typical Inputs

OpenTelemetry tracesstructured logstrace backend

Typical Outputs

error diagnosis reportperformance issue analysistrace audit report

What this skill does

  • read trace data
  • filter trace data
  • inspect span attributes
  • identify errors in traces
  • measure span durations
  • detect cardinality issues
  • track request flow
  • audit attribute hygiene
  • find missing spans
  • analyze gen-ai traces
  • calculate token usage
  • identify performance bottlenecks

Inputs

  • OpenTelemetry traces
  • structured logs
  • trace backend
  • trace ID
  • correlation ID

Outputs

  • error diagnosis report
  • performance issue analysis
  • trace audit report
  • span summary
  • root cause identification

Requirements

  • OpenTelemetry traces
  • trace backend access
  • OTLP backend
  • trace data source

Source

  • Spec: SKILL.md

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