What problem does it solve? Developers under time pressure often apply quick symptom fixes that fail repeatedly, causing hours of guess-and-check thrashing. This Skill enforces a disciplined four-phase debugging methodology that finds the actual root cause before any fix is attempted. ## 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 through call stacks, defense-in-depth validation at multiple layers, and condition-based waiting to replace flaky arbitrary timeouts in tests. - Bisection Script: A shell script that runs test files one by one to identify which test pollutes shared state or the filesystem. - Use Case: When a test fails intermittently or a production bug resists obvious fixes, follow the process to reproduce the issue, trace data flow to the source, form a single hypothesis, and verify the 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.