What problem does it solve? Random fixes and quick patches waste hours and introduce new bugs by masking underlying issues. 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 just patch the symptom. ## 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 behavior during emergencies, exhaustion, or authority pressure. - Supporting Techniques: Includes root-cause tracing through call stacks, defense-in-depth validation at multiple layers, condition-based waiting to fix flaky tests, 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 reproduce and gather evidence, trace the data flow to the source, then fix at the origin with a failing test proving the resolution. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.