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debug-agent - Runtime Log Debugging Agent

Systematic debugging using runtime logs to test hypotheses and verify root causes with evidence

Tags

Updated: 2026-06-30

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • generate hypotheses
  • instrument code with logs
  • guide reproduction steps
  • analyze runtime logs
  • apply verified fixes
  • verify fixes with logs
  • remove instrumentation

Inputs

  • bug report
  • source code
  • runtime logs

Outputs

  • hypothesis list
  • instrumented code
  • runtime log entries
  • verified fix
  • debug summary

Requirements

  • background process execution
  • log server startup
  • file system access
  • HTTP endpoint access
  • multi-language support

Source

  • Spec: SKILL.md

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debugging
runtime logs
evidence-based
hypothesis testing
code instrumentation
generate hypotheses
instrument code with logs
guide reproduction steps
analyze runtime logs
bug report
source code
runtime logs
hypothesis list
instrumented code
runtime log entries