Replace grid-cell-based dimensions with geometry-aware computation using convex hull and rotating calipers to determine minimum bounding rectangle for valid pair candidates. Overlap results now short-circuit with zeroed metrics instead of using stale grid dimensions. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>