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Supersedes the feature-ai-taxonomy-hints prototype and closed PR #13465. Keeps the prototype's core RAG-neighbour-derived candidate approach but fixes double retrieval, dropped assigned metadata, stale candidate names, unranked candidates, localization corrupting exact matches, unescaped untrusted prompt data, and a retrieval error boundary/caching gap, per design-review feedback. Reviewed against the current codebase by an independent agent across two rounds. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>