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 the actual root cause before any fix is attempted, even under time pressure or social pressure to apply a quick workaround. ## Core Features & Use Cases - Four-Phase Process: Root cause investigation, pattern analysis, hypothesis testing, and implementation, with mandatory completion of each phase before proceeding. - Supporting Techniques: Includes root-cause tracing through call stacks, defense-in-depth validation at multiple layers, and condition-based waiting to replace flaky arbitrary timeouts in tests. - Pressure Resistance: Explicit anti-patterns, red flags, and rationalization tables that stop shortcut fixes during emergencies, plus a rule to question the architecture after three failed fix attempts. - Use Case: A test fails intermittently in CI. Instead of adding longer sleep delays, you trace the data flow backward, find the original trigger, fix it at the source, and add validation at each layer so the bug becomes structurally impossible. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.