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The Systematic Debugging skill transforms Claude into a disciplined diagnostic partner that prioritizes deep understanding over quick patches. By enforcing a structured workflow—gathering evidence from stack traces, tracing data flow backward, and testing specific hypotheses—this skill ensures that every fix addresses a verified root cause rather than just a symptom. It is particularly effective for resolving intermittent test failures, architectural coupling issues, and regressions where previous 'trial-and-error' attempts have failed, ultimately saving time and preventing the introduction of new technical debt.
