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 four-phase debugging process that finds the true root cause before any fix is attempted, even under time pressure or social pressure to take shortcuts. ## Core Features & Use Cases - Four-Phase Process: Root Cause Investigation, Pattern Analysis, Hypothesis Testing, and Implementation, each with concrete checklists and explicit stop conditions. - Supporting Techniques: Includes root-cause tracing through call stacks, defense-in-depth validation at multiple layers, condition-based waiting to replace flaky test timeouts, and a bisection script to find test polluters. - Pressure Resistance: Built-in anti-patterns, rationalization tables, and escalation rules (e.g., question the architecture after 3 failed fixes) that hold up during emergencies. - Use Case: When a production API fails or a test is flaky, load this Skill to systematically reproduce the issue, trace data flow to the source, form a single testable hypothesis, and implement one verified fix instead of thrashing through guess-and-check attempts. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.