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Style Harmonizer is a specialized editing skill designed to polish research papers and technical documentation by identifying and removing subtle 'generator-voice' signals. It targets specific 'style smells' such as mechanical count-based openers, repetitive discourse stems, and generic introductory phrases that often appear in AI-assisted writing. By focusing on surface-level cadence and sentence structure without altering factual claims or citation keys, it ensures that multi-section drafts read with a cohesive, human-like rhythm while maintaining strict adherence to the underlying evidence and structural constraints.