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The Terminology Normalizer is a specialized Claude Code skill designed to eliminate concept drift in technical writing by enforcing a unified vocabulary across complex documents. By acting as both a Taxonomist and an Integrator, it identifies core concepts, establishes canonical terms based on project taxonomies, and applies them consistently across prose, headings, and tables. It is particularly valuable for refining multi-author research papers or technical surveys where different terms are used interchangeably, ensuring the final draft reads with a single, authoritative voice while strictly preserving citation keys and existing claims.