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Layer: Physical schema
Full structural and semantic dump of one table. Includes every column (data type, nullability, default, primary-key flag, LLM description), plus all foreign keys with target tables already pre-joined as schema.table. Pass qualified_name as schema.name — e.g. "public.orders". A bare "orders" raises a clear error pointing you at find_relevant_tables to find the schema.