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This skill enforces a disciplined, scientific approach to troubleshooting technical issues by mandating a strict investigation process before any code changes are proposed. By guiding Claude through root cause investigation, pattern analysis, scientific hypothesis testing, and validated implementation, it eliminates 'guess-and-check' workflows and ensures that fixes address underlying architectural problems rather than just surface-level symptoms. It is particularly effective for complex systems where multiple components interact and simple patches often fail.