SpatialClaw: Give the VLM a Geometry Notebook

SpatialClaw is an NVIDIA spatial reasoning agent that uses Python-based code generation to perform 3D spatial reasoning, achieving +13.6 average improvement across 20 benchmarks with open vision-language models. The approach advances how embodied agents reason about 3D structure and spatial relationships without task-specific fine-tuning.