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The Systematic Debugging skill transforms the debugging process from a series of guesses into a disciplined scientific method. It enforces a strict four-phase workflow—Root Cause Investigation, Pattern Analysis, Hypothesis Testing, and Implementation—ensuring that every fix addresses the underlying issue rather than just masking symptoms. Ideal for complex multi-component systems and high-pressure environments, this skill helps developers avoid 'thrashing' by requiring consistent reproduction, evidence gathering through instrumentation, and architectural questioning when standard fixes fail.
