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The Systematic Debugging skill transforms Claude into a disciplined problem-solver by mandating a strict 'No Fix Without Root Cause' policy. It utilizes a four-phase framework—Root Cause Investigation, Pattern Analysis, Hypothesis Testing, and Implementation—to ensure that technical issues are fully understood before any code changes are proposed. This approach is particularly effective for complex multi-component systems, intermittent test failures, and architectural flaws where traditional 'guess-and-check' methods lead to wasted time and regressions.