What problem does it solve? Random fixes and quick patches waste time, mask underlying issues, and introduce new bugs. This Skill enforces a disciplined debugging methodology that finds root causes instead of treating symptoms, even under time pressure or social pressure to apply quick fixes. ## Core Features & Use Cases - Four-Phase Process: Root cause investigation, pattern analysis, hypothesis testing, and implementation with explicit gates between phases. - Pressure-Resistant Rules: Anti-patterns, red flags, and rationalization tables that stop shortcut fixes during emergencies, exhaustion, or authority pressure. - Supporting Techniques: Root cause tracing through call stacks, defense-in-depth validation at multiple layers, condition-based waiting to replace flaky test timeouts, and a bisection script to find test polluters. - Use Case: A test fails intermittently in CI. Instead of adding arbitrary sleep delays, follow Phase 1 to gather evidence across component boundaries, trace the bad value to its source, form a single hypothesis, and verify the fix with a failing test. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.