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 root cause before any fix is attempted, replacing guess-and-check thrashing with a repeatable process. ## Core Features & Use Cases - Four-Phase Debugging Process: Enforces root cause investigation, pattern analysis, hypothesis testing, and verified implementation in strict sequence. - 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. - Pollution Bisection Script: Ships a shell script that runs tests one-by-one to identify which test creates unwanted files or state. - Use Case: When a test fails intermittently or a production bug resists obvious fixes, apply the process to reproduce the issue, trace the bad value to its source, form a single hypothesis, and verify one minimal fix with a failing test. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.