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Operator inputs that flow into the proprietary layer: new keywords for the weekly fetcher, new (dim, value) candidates for the category yamls, new category proposals, and approval of AI-suggested novel attributes from the extractor. Each item lands in operator_requests or novel_attribute_reviews for batch processing on next deploy.

Demo mode · serving frozen 2026-W19 snapshot