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Systematic Debugging is a specialized Claude Code skill designed to move beyond guesswork and trial-and-error fixing. It implements a disciplined framework that prioritizes deep understanding of the 'why' behind a failure before any code is changed. By guiding the developer through evidence gathering, reliable reproduction, data flow tracing, and hypothesis testing, it ensures that every fix addresses a verified root cause. This approach prevents the introduction of new bugs, reduces technical debt, and helps identify when underlying architectural issues require structural changes rather than simple patches.