mcpbeat

Systematic Debugging

majiayu000/systematic-debugging

Four-phase debugging framework for any technical issue. Use when encountering bugs, errors, or unexpected behavior. Prevents random fix attempts.

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on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/majiayu000/spellbook --skill systematic-debugging

The instruction itself

11 sections, as written by the author

Systematic Debugging

> 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: "[email protected]" → "testexample.com"
- Confirmed!

Phase 4 - Fix:
- Write test: normalize("[email protected]") == "[email protected]"
- Fix regex to preserve @
- Verify: test passes, logins work

How to use it

Copy the folder

Take majiayu000/systematic-debugging from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

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