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
- Read error messages completely - They often contain the solution
- Reproduce consistently - Can you trigger it reliably?
-
Check recent changes -
git diff, what changed? - Trace data flow - Where does the bad value come from?
Phase 2: Find Pattern
- Find working similar code in codebase
- Compare working vs broken
- List every difference
Phase 3: Hypothesis
- Form ONE hypothesis: "I think X because Y"
- Make smallest possible change to test it
- If wrong, form NEW hypothesis (don't pile fixes)
Phase 4: Fix
- Write failing test that reproduces bug
- Implement single fix for root cause
- Verify test passes
- 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
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Created
Jan 2026
Last Updated
4个月前
tools
tools debugging
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