What problem does it solve? Random fixes and symptom patches waste time, mask underlying issues, and introduce new bugs. This Skill enforces a disciplined debugging methodology that finds the actual root cause before any fix is attempted, even under time pressure or social pressure to apply quick patches. ## Core Features & Use Cases - Four-Phase Process: Root cause investigation, pattern analysis, hypothesis testing, and implementation, with mandatory completion of each phase before proceeding. - Pressure-Resistant Rules: Explicit 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 timeouts, and a test-pollution bisection script. - Use Case: When a test fails intermittently or a production bug appears deep in the call stack, follow Phase 1 to gather evidence at each component boundary, trace the bad value to its source, then fix at the origin with a failing test proving the fix. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.