
debugging
by sharpner
SKILL.md
name: debugging description: Use when facing ANY technical issue. Systematic debugging - root cause investigation BEFORE attempting fixes.
Systematic Debugging
Core Principle: "NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST."
Random fixes create new bugs and waste time. Understand before you fix.
When to Apply
Use for ANY technical issue:
- Test failures
- Production bugs
- Unexpected behavior
- Performance problems
- Build failures
- Integration issues
Especially critical when:
- Under time pressure
- "Obvious quick fix" tempts you
- Multiple fix attempts have failed
The Four Mandatory Phases
Phase 1: Root Cause Investigation
BEFORE attempting ANY fix:
-
Analyze error messages carefully
- Don't skip warnings
- Note line numbers, error codes
- Error often contains the solution
-
Reproduce consistently
- Document exact steps
- Confirm it fails reliably
-
Review recent changes
git log --oneline -10 git diff HEAD~5 -
Trace data flow backward
- Follow bad values upstream
- Find the SOURCE, not the symptom
Phase 2: Pattern Analysis
- Find similar working code in codebase
- Compare working vs broken versions
- List every difference
- Understand all dependencies
Phase 3: Hypothesis Testing
-
Form ONE specific hypothesis:
"I believe X causes this because Y"
-
Test with smallest possible change
-
Verify result before proceeding
-
If unsuccessful → new hypothesis (don't compound fixes!)
Phase 4: Implementation
- Create failing test that reproduces bug
- Implement ONE fix addressing root cause
- Verify solution completely
- CRITICAL: If 3+ fixes failed → question the architecture
Red Flags (Restart from Phase 1)
Stop immediately if you're thinking:
- "Quick fix for now, investigate later"
- "Let me try this AND this AND this"
- "One more attempt..."
- Planning to skip test creation
Partner signals to heed:
- "Stop guessing"
- "We're stuck?"
- "What's the root cause?"
Output Format
**Debugging Report:**
**Symptom:** [What's failing]
**Root Cause Investigation:**
- Error message: [exact error]
- Recent changes: [relevant commits]
- Data trace: [where bad value originates]
**Hypothesis:** [specific theory]
**Test:** [minimal change to verify]
**Result:** [confirmed/rejected]
**Fix:** [single targeted change]
**Verification:** [test output proving fix]
Impact
| Approach | Time | Success Rate |
|---|---|---|
| Systematic investigation | 15-30 min | 95% |
| Random guessing | 2-3 hours | 40% |
Investigation beats guessing. Every time.
スコア
総合スコア
リポジトリの品質指標に基づく評価
SKILL.mdファイルが含まれている
ライセンスが設定されている
100文字以上の説明がある
GitHub Stars 100以上
3ヶ月以内に更新がある
10回以上フォークされている
オープンIssueが50未満
プログラミング言語が設定されている
1つ以上のタグが設定されている
レビュー
レビュー機能は近日公開予定です