Systematic Debugging
SkillDev toolsFour-phase debugging framework for any technical issue. Use when encountering bugs, errors, or unexpected behavior. Prevents random fix attempts.
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Then ask your AI: use the Systematic Debugging skill
What this skill tells your AI
The instructions your AI receives, as published by majiayu000/spellbook in skills/systematic-debugging/SKILL.md and read by ahel’s review.
From obra/superpowers
Core Principle
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
Random fixes create new bugs. Understanding must precede solutions.
The Four Phases
Phase 1: Root Cause Investigation
Before ANY fix attempt:
-
Read error messages carefully
- Full stack traces
- Error codes and descriptions
- Timestamps and context
-
Reproduce consistently
- Document exact steps
- Identify triggers
- Note environmental factors
-
Check recent changes
- Recent commits
- Dependency updates
- Configuration changes
-
Gather diagnostic evidence
- Add logging at component boundaries
- Check input/output at each step
- Trace data flow backward to source
Phase 2: Pattern Analysis
-
Find similar working code
- Search codebase for related functionality
- Look for existing patterns
-
Read reference implementations completely
- Don't skim
- Understand the full context
-
Compare working vs broken
- What's different?
- What assumptions changed?
-
Understand dependencies
- What does this code rely on?
- What relies on this code?
Phase 3: Hypothesis and Testing
-
Form a SINGLE, SPECIFIC hypothesis
- "The error occurs because X"
- Not "maybe it's A or B or C"
-
Test with minimal changes
- One variable at a time
- Don't combine fixes
-
Accept results
- If hypothesis is wrong, form new one
- Don't force-fit evidence
-
Ask for help when stuck
- After genuine investigation
- With evidence gathered
Phase 4: Implementation
-
Create a failing test case FIRST
- Reproduces the bug
- Will pass when fixed
-
Implement SINGLE fix
- Address root cause only
- Don't fix "nearby" issues
-
Verify the fix
- Test case passes
- No regressions
- Issue is resolved
The 3-Fix Rule
If ≥3 fixes fail: STOP and question the architecture
Three consecutive failed fixes signal:
- Architectural problem, not implementation bug
- Wrong mental model of the system
- Need to step back and reassess
Do NOT attempt more fixes. Reassess the approach.
Critical Red Flags
STOP and restart investigation if you:
- Propose fixes before understanding the problem
- Add multiple changes simultaneously
- Skip investigation for "quick fixes"
- Make 3+ failed fix attempts
- Say "let's just try this"
Debugging Checklist
## Investigation
- [ ] Read full error message/stack trace
- [ ] Reproduced issue consistently
- [ ] Checked recent changes
- [ ] Added diagnostic logging
- [ ] Traced data flow
## Analysis
- [ ] Found similar working code
- [ ] Compared working vs broken
- [ ] Understood all dependencies
## Hypothesis
- [ ] Formed single specific hypothesis
- [ ] Tested with minimal change
- [ ] Accepted results honestly
## Fix
- [ ] Created failing test case
- [ ] Implemented single fix
- [ ] Verified fix works
- [ ] No regressions
Example Workflow
Issue: User login fails silently
Phase 1 - Investigation:
- Error: "null reference at AuthService.validate()"
- Reproduced: happens with specific user emails
- Recent change: added email normalization
Phase 2 - Analysis:
- Working logins use lowercase emails
- Failing logins have mixed case
- Normalization strips @ symbol incorrectly
Phase 3 - Hypothesis:
- "Email normalization regex is wrong"
- Test: log email before/after normalization
- Result: "Test@Example.com" → "testexample.com"
- Confirmed!
Phase 4 - Fix:
- Write test: normalize("Test@Example.com") == "test@example.com"
- Fix regex to preserve @
- Verify: test passes, logins work
Signals
- GitHub stars
- 278
- Forks
- 26
- Last commit
- Sep 2026
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systematic-debugging-majiayu000- Source
- github.com/majiayu000/spellbook