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: Structured workflow covering root cause investigation, pattern analysis, hypothesis testing, and implementation with explicit gates between phases. - 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: Anti-patterns, red flags, and rationalization tables that catch shortcut behavior during emergencies, plus a bisection script (find-polluter.sh) to identify which test creates unwanted state. - 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 case. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.