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 for backward call-stack analysis, 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 behavior during emergencies, exhaustion, or authority pressure. - Use Case: A test fails intermittently in CI. Instead of adding longer sleep timeouts, follow Phase 1 to reproduce and gather evidence, trace the data flow to the source, then implement a single verified fix with a failing test case. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.