Why: - Queries and Experiments must hit the Corpus Embedding Model's collections and optionally widen fixed_size context. Changes: - Resolve corpus model per request; apply Neighbor Expansion with Expansion Tree; persist and report expansion provenance. Co-authored-by: Cursor <cursoragent@cursor.com>