debugging
SKILL.md
Debugging
Systematic debugging framework. Find root cause BEFORE fixing.
Core Principle
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
Random fixes waste time and create new bugs.
When to Use
- Test failures
- Bugs and errors
- Unexpected behavior
- Performance issues
- Build failures
- Before claiming "fixed"
Four-Phase Process
Phase 1: Investigate
- Read the error - Full message, stack trace
- Reproduce - Confirm the bug exists
- Check recent changes -
git diff,git log - Gather evidence - Logs, console output
Phase 2: Analyze
- Find working example - Similar code that works
- Compare - What's different?
- Identify pattern - Where does it diverge?
Phase 3: Hypothesize
- Form theory - "It breaks because..."
- Test minimally - Smallest change to verify
- Confirm - Does fix work?
Phase 4: Fix
- Write test first - Reproduces bug
- Apply fix - Single focused change
- Verify - Test passes, no regressions
Root Cause Tracing
When error is deep in call stack:
1. Start at error location
2. Trace backward: where did bad data come from?
3. Continue tracing until source found
4. Fix at SOURCE, not symptom
Verification Protocol
Iron Law: NO COMPLETION CLAIMS WITHOUT FRESH VERIFICATION
# Run verification
npm test # or yarn test, pytest, etc.
# Check output
# THEN claim result
Wrong: "Should work now" Right: "Tests pass: [paste output]"
Red Flags (Stop & Follow Process)
- "Quick fix for now"
- "Just try changing X"
- "It's probably X"
- "Should work now"
- "Seems fixed"
All mean: Return to Phase 1.
Quick Reference
Bug found
→ Phase 1: Read error, reproduce, check changes
→ Phase 2: Find working example, compare
→ Phase 3: Form hypothesis, test minimally
→ Phase 4: Write test, fix, verify
Deep stack error?
→ Trace backward to source
→ Fix at source, not symptom
About to claim fixed?
→ Run verification command
→ Read output
→ THEN claim result
References
For detailed techniques, see:
references/systematic-debugging.md- Full four-phase detailsreferences/root-cause-tracing.md- Call stack tracingreferences/verification.md- Verification protocols
Version: 2.0.0
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nguyenthienthan…ura-frogGitHub Stars
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Jan 25, 2026
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