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The Systematic Debugging skill provides a professional framework for Claude to tackle complex software bugs using a disciplined methodology rather than trial and error. It guides the AI through a comprehensive workflow that includes reproducing the issue, gathering diagnostic information from git and build logs, isolating the specific files and functions involved, and identifying the root cause. By prioritizing the creation of regression tests and validating fixes against linting and build requirements, this skill ensures that bugs are not just patched temporarily but resolved permanently with high-quality code.