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The Systematic Debugging skill transforms Claude's troubleshooting approach from guesswork into a scientific methodology. By mandating a four-phase framework—Investigation, Analysis, Hypothesis Testing, and Implementation—it ensures that every fix targets the actual root cause rather than just a symptom. This skill is particularly valuable for complex, multi-component systems where data flow is obscured and for situations where previous quick-fix attempts have failed, helping developers maintain high code quality and architectural integrity through the 'Iron Law' of debugging.
