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systematic-debugging - Investigate root causes and verify fixes

Investigates failures and unexpected behavior by tracing data flow, testing hypotheses, identifying root causes, and verifying fixes.

Tags

Updated: 2026-10-04

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Trace data flow
  • Identify divergence points
  • Form testable hypotheses
  • Test debugging hypotheses
  • Investigate root causes
  • Verify fixes
  • Run regression tests

Inputs

  • Error messages
  • Stack traces
  • Logs
  • Source code
  • Test results
  • Runtime state
  • Expected behavior
  • Recent code changes

Outputs

  • Root cause findings
  • Divergence analysis
  • Tested hypotheses
  • Verified fix results
  • Regression test results

Requirements

    Source

    • Spec: SKILL.md
    debugging
    root-cause-analysis
    data-flow-tracing
    hypothesis-testing
    fix-verification
    regression-testing
    Trace data flow
    Identify divergence points
    Form testable hypotheses
    Test debugging hypotheses
    Error messages
    Stack traces
    Logs
    Root cause findings
    Divergence analysis
    Tested hypotheses