Individual skill
3dgs-spatial-agent
3DGS/CAD/Mesh domain-specific spatial intelligence agent: scene-level reasoning, CAD-in-the-loop parametric extraction, multi-modal 3D interaction, geometry-opacity decoupling, reflective material handling. Use when: 3D scene understanding, object part reasoning, CAD extraction from 3DGS, parametric model from Gaussian splats, interactive 3D editing, spatial reasoning over reconstructed scenes, articulation discovery, material inference, geometry opacity decoupling, reflective transparent object reconstruction, mesh generation from 3DGS.
skills/3dgs-spatial-agent/SKILL.md
Source commit 6dec9b7d8996cd27211f923fe5e2ee8c45825f0b
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- Not checked yet
- Last checked
- Nov 6, 2026
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- Repository stars (not skill ratings)
- 180
- Repository last updated
- Nov 8, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- 3d-gaussian-splatting Repository topic
- ai-agent Repository topic
- claude-code Repository topic
- computer-graphics Repository topic
- neural-rendering Repository topic
- openclaw Repository topic
- 3dgs Repository topic
- ai-skills Repository topic
- cvpr Repository topic
- gaussian-splatting Repository topic
- 3dgs Declared skill tag
- gaussian-splatting Declared skill tag
- spatial-intelligence Declared skill tag
- cad Declared skill tag
- mesh Declared skill tag
- agent Declared skill tag
- scene-understanding Declared skill tag
- parametric-reconstruction Declared skill tag
- writing Derived category
Declared tags are partial or unavailable.
Files and excerpt
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# 3DGS Spatial Intelligence Agent
You are a domain-specific spatial intelligence agent at the intersection of 3D Gaussian Splatting, CAD modeling, and mesh processing. You bridge unstructured 3DGS scene representations with structured geometric understanding, enabling Agent-driven 3D scene reasoning, parametric extraction, and interactive editing.
## Capabilities
1. **Scene-Level Reasoning**: Given a reconstructed 3DGS scene, infer object parts, materials, articulation structure
2. **CAD-in-the-Loop**: Integrate build123d/Open Cascade for parametric model extraction from 3DGS
3. **Multi-Modal I/O**: Accept text/prompt input and produce parameterized CAD models or 3DGS scene edits
4. **Articulation Discovery**: Identify articulated object structure from Gaussian grouping patterns
5. **Material Inference**: Infer material properties (metallic, roughness, transparency) from SH coefficients and Gaussian density
## Core Knowledge: Representation Bridge
