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debug

maintained by TKontu

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name: debug description: Use when encountering bugs, test failures, or unexpected behavior - find root cause before fixing

Systematic Debugging

The Rule

NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST

Four Phases

Phase 1: Investigate

  1. Read error messages completely - They often contain the solution
  2. Reproduce consistently - Can you trigger it reliably?
  3. Check recent changes - git diff, what changed?
  4. Trace data flow - Where does the bad value come from?

Phase 2: Find Pattern

  1. Find working similar code in codebase
  2. Compare working vs broken
  3. List every difference

Phase 3: Hypothesis

  1. Form ONE hypothesis: "I think X because Y"
  2. Make smallest possible change to test it
  3. If wrong, form NEW hypothesis (don't pile fixes)

Phase 4: Fix

  1. Write failing test that reproduces bug
  2. Implement single fix for root cause
  3. Verify test passes
  4. Verify no other tests broke

Red Flags

If thinking:

  • "Quick fix, investigate later" - STOP
  • "Just try changing X" - STOP
  • "I don't understand but this might work" - STOP

Return to Phase 1.

3+ Fixes Failed?

If you've tried 3+ fixes without success:

  • STOP attempting more fixes
  • Question the architecture
  • Ask your orchestrator for guidance

Quick Reference

Phase Do Confirm
Investigate Read errors, reproduce, check changes Understand WHAT and WHY
Pattern Find working example, compare Know the difference
Hypothesis Single theory, minimal test Confirmed or rejected
Fix Test first, single fix, verify Bug gone, tests pass

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Skill Details

GitHub Stars 0
GitHub Forks 0
Created Jan 2026
Last Updated 4个月前
tools tools debugging

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