What problem does it solve? Random fixes and quick patches mask underlying issues, waste hours on symptom-chasing, and introduce new bugs. This Skill enforces a disciplined 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. - Pressure Resistance: Explicit anti-patterns, red flags, and rationalization tables that prevent shortcut fixes under time pressure, authority pressure, or exhaustion. - Use Case: When a test fails intermittently in CI, 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 instead of adding another sleep() call. ## Quick Start Ask the AI to debug a failing test or bug using the systematic-debugging skill and require root cause investigation before any fix is proposed.