# systematic-debugging > When encountering any bug, test failure, or unexpected behavior - use this four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) before proposing any fixes - Author: jglaspey - Repository: jglaspey/GiveJasonFeedbackWidget - Version: 20251219101309 - Stars: 0 - Forks: 0 - Last Updated: 2026-02-07 - Source: https://github.com/jglaspey/GiveJasonFeedbackWidget - Web: https://mule.run/skillshub/@@jglaspey/GiveJasonFeedbackWidget~systematic-debugging:20251219101309 --- --- name: systematic-debugging description: When encountering any bug, test failure, or unexpected behavior - use this four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) before proposing any fixes --- # Systematic Debugging ## Overview Random fixes waste time and create new bugs. Quick patches mask underlying issues. **Core principle:** ALWAYS find root cause before attempting fixes. Symptom fixes are failure. **Violating the letter of this process is violating the spirit of debugging.** ## The Iron Law ``` NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST ``` If you haven't completed Phase 1, you cannot propose fixes. ## When to Use Use for ANY technical issue: - Test failures - Bugs in production - Unexpected behavior - Performance problems - Build failures - Integration issues **Use this ESPECIALLY when:** - Under time pressure (emergencies make guessing tempting) - "Just one quick fix" seems obvious - You've already tried multiple fixes - Previous fix didn't work - You don't fully understand the issue ## The Four Phases You MUST complete each phase before proceeding to the next. ### Phase 1: Root Cause Investigation **For detailed root cause tracing techniques**: Read `references/root-cause-tracing.md` **BEFORE attempting ANY fix:** 1. **Read Error Messages Carefully** - Don't skip past errors or warnings - They often contain the exact solution - Read stack traces completely 2. **Reproduce Consistently** - Can you trigger it reliably? - What are the exact steps? - If not reproducible, gather more data - don't guess 3. **Check Recent Changes** - What changed that could cause this? - Git diff, recent commits - New dependencies, config changes 4. **Trace Data Flow (Multi-Component Systems)** - Add diagnostic instrumentation at each boundary - Log what enters and exits each component - Run once to gather evidence showing WHERE it breaks - THEN investigate that specific component ### Phase 2: Pattern Analysis 1. **Find Working Examples** - Locate similar working code in same codebase 2. **Compare Against References** - Read reference implementations COMPLETELY 3. **Identify Differences** - List every difference between working and broken 4. **Understand Dependencies** - What settings, config, environment does this need? ### Phase 3: Hypothesis and Testing 1. **Form Single Hypothesis** - "I think X is the root cause because Y" 2. **Test Minimally** - Smallest possible change to test hypothesis 3. **Verify Before Continuing** - Didn't work? Form NEW hypothesis, don't stack fixes 4. **When You Don't Know** - Say so. Don't pretend. ### Phase 4: Implementation 1. **Create Failing Test Case** - MUST have before fixing (use test-driven-development skill) 2. **Implement Single Fix** - ONE change at a time, no "while I'm here" improvements 3. **Verify Fix** - Test passes? No other tests broken? 4. **If 3+ Fixes Failed** - STOP. Question the architecture. Discuss with your partner. ## Red Flags - STOP and Follow Process If you catch yourself thinking: - "Quick fix for now, investigate later" - "Just try changing X and see if it works" - "It's probably X, let me fix that" - "I don't fully understand but this might work" - "One more fix attempt" (when already tried 2+) **ALL of these mean: STOP. Return to Phase 1.** ## Common Rationalizations | Excuse | Reality | |--------|---------| | "Issue is simple" | Simple issues have root causes too | | "Emergency, no time" | Systematic is FASTER than thrashing | | "Just try this first" | First fix sets the pattern. Do it right. | | "Multiple fixes at once saves time" | Can't isolate what worked. Causes new bugs. | | "I see the problem, let me fix it" | Seeing symptoms ≠ understanding root cause | ## Quick Reference | Phase | Key Activities | Success Criteria | |-------|---------------|------------------| | **1. Root Cause** | Read errors, reproduce, trace data | Understand WHAT and WHY | | **2. Pattern** | Find working examples, compare | Identify differences | | **3. Hypothesis** | Form theory, test minimally | Confirmed or new hypothesis | | **4. Implementation** | Create test, fix, verify | Bug resolved, tests pass | ## Related Skills - **test-driven-development** - For creating failing test cases (Phase 4) - **verification-before-completion** - For verifying fixes before claiming success