{"enrichment":{"faq":[{"a":"3dgs-spatial-agent transforms 3D Gaussian Splatting representations into parametric CAD models, enabling designers and engineers to work with extracted geometry in standard modeling tools. It bridges the gap between neural scene representations and traditional CAD workflows, streamlining conversion of spatial data into editable, structured models for design iteration.","q":"What does 3dgs-spatial-agent do with 3D gaussian splatting scene understanding?"},{"a":"Yes. 3dgs-spatial-agent's primary capability is extracting parametric CAD models from 3D Gaussian Splatting scenes. This extraction enables designers to take reconstructed 3D scenes and convert them into standard CAD formats suitable for further modeling, analysis, and design workflows.","q":"Can 3dgs-spatial-agent extract parametric CAD models from 3DGS scenes?"},{"a":"3dgs-spatial-agent understands and reasons about 3D scene structure at both object and part levels. It performs scene segmentation and part-level object reasoning, allowing users to decompose complex reconstructed scenes into meaningful components for targeted analysis and manipulation.","q":"How does 3dgs-spatial-agent handle object and part-level scene reasoning?"},{"a":"3dgs-spatial-agent discovers articulation and material properties from reconstructed 3D scenes. It infers material characteristics from gaussian representations and detects articulated objects, enabling comprehensive digital twin creation and realistic scene reconstruction including reflective and transparent surfaces.","q":"What material and articulation properties can 3dgs-spatial-agent discover?"},{"a":"Yes. 3dgs-spatial-agent enables interactive editing and manipulation of 3D Gaussian Splatting models. Users can modify extracted geometry, adjust material properties, and refine scene structure through direct interaction, supporting iterative design workflows.","q":"Does 3dgs-spatial-agent support interactive 3D scene editing?"},{"a":"3dgs-spatial-agent decouples geometry and opacity for reflective and transparent object reconstruction. This separation allows accurate representation of complex optical properties in reconstructed scenes, improving fidelity when converting gaussian splats to parametric CAD models.","q":"How does 3dgs-spatial-agent handle transparent and reflective objects?"}],"shadow_tags":["gaussian-splat-editing","parametric-cad-extraction","scene-graph-reasoning","articulated-object-detection","material-property-inference","mesh-reconstruction","spatial-segmentation","3d-asset-generation","transparent-object-handling","digital-twin-modeling"],"summary_rewrite":"This skill transforms 3D Gaussian Splatting representations into parametric CAD models, enabling designers and engineers to work with extracted geometry in standard modeling tools. By bridging the gap between neural scene representations and traditional CAD workflows, it streamlines the process of converting spatial data into editable, structured models for further design iteration."},"files":[{"bytes":18968,"path":"skills/3dgs-spatial-agent/SKILL.md","sha256":"18bac47ac71af627f85cfa5ff91f941bf461f621e56defae3c2039206330e685","url":"https://skillfed.io/files/jaccen/Awesome-Gaussian-Skills/3dgs-spatial-agent/9df88794/SKILL.md"}],"id":"jaccen/Awesome-Gaussian-Skills/3dgs-spatial-agent","links":{"html":"https://skillfed.io/jaccen/Awesome-Gaussian-Skills/3dgs-spatial-agent","md":"https://skillfed.io/jaccen/Awesome-Gaussian-Skills/3dgs-spatial-agent.md","repo":"https://github.com/jaccen/Awesome-Gaussian-Skills"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":9,"language":"TypeScript","last_updated":"2026-07-26","license":"Apache-2.0","name":"3dgs-spatial-agent","publisher":"jaccen","stars":129},"relations":{"similar":[{"id":"jaccen/Awesome-Gaussian-Skills/cad-mesh-3dgs"},{"id":"jaccen/Awesome-Gaussian-Skills/3dgs-articulated-reasoner"},{"id":"jaccen/Awesome-Gaussian-Skills/3dgs-experiment-planner"},{"id":"jaccen/Awesome-Gaussian-Skills/3dgs-mcp-renderer"},{"id":"jaccen/Awesome-Gaussian-Skills/3dgs-paper-reader"},{"id":"jaccen/Awesome-Gaussian-Skills/nerf-to-3dgs-migrator"},{"id":"jaccen/Awesome-Gaussian-Skills/3dgs-method-compare"},{"id":"jaccen/Awesome-Gaussian-Skills/3dgs-compression-deploy"},{"id":"jaccen/Awesome-Gaussian-Skills/3dgs-training-debugger"},{"id":"jaccen/Awesome-Gaussian-Skills/3dgs-engineering-guide"}]},"slug":{"owner":"jaccen","repo":"Awesome-Gaussian-Skills","skill":"3dgs-spatial-agent"},"version":"9df88794"}