jaccen/awesome-gaussian-skills
15 skills
$npx skills add jaccen/awesome-gaussian-skillsSkillInstalls
3dgs-articulated-reasoner3DGS Articulated Object Reasoning & Digital Twin Agent. Reason about articulated objects in 3DGS scenes: extract part structure, infer kinematic constraints,…3dgs-code-reviewerReview 3DGS implementation code for correctness, performance bugs, and best practices. Covers CUDA kernels, rendering pipeline, training loop, loss functions.3dgs-compression-deploy3DGS compression-to-deployment pipeline: quantization (scalar/VQ/mixed-precision), pruning (coreset/adaptive/variational/merge/Bayesian), progressive streaming…3dgs-engineering-guideGuide for deploying 3DGS from research to production: 10 industry verticals, engineering stack, GIS toolchain solutions, cross-platform deployment, and common…3dgs-experiment-plannerDesign rigorous experiments for 3DGS research papers. Recommends datasets, baselines, metrics, ablation matrices. Targets CVPR/ICCV/ECCV/SIGGRAPH/TVCG.3dgs-mcp-rendererMCP protocol integration with 3DGS rendering pipeline: Agent-controlled Three.js/WebGPU rendering, voice-driven scene reconstruction, real-time parameter…3dgs-method-compareCompare 3D Gaussian Splatting variants across 11 dimensions. Built-in knowledge of 789+ methods across 25 categories.3dgs-paper-readerRead and summarize 3DGS research papers. Extracts method architecture, innovations, experimental results from arXiv or local PDFs.3dgs-spatial-agent3DGS/CAD/Mesh domain-specific spatial intelligence agent: scene-level reasoning, CAD-in-the-loop parametric extraction, multi-modal 3D interaction,…3dgs-training-debuggerDiagnose and fix 3DGS training-time failures: NaN losses, OOM crashes, divergent optimization, floater artifacts, densification failures, hyperparameter…3dgs-visualizerGenerate publication-quality visualizations for 3DGS research: radar charts, comparison tables, method timelines.cad-mesh-3dgsBridge CAD, Mesh, and 3DGS representations. Covers mesh↔3DGS conversion, surface extraction, CAD reverse engineering, B-rep/parametric reconstruction,…cg-paper-writingAcademic paper writing for 3D vision, computer graphics, CAD, and 3D understanding. Covers NeRF, 3DGS, SLAM, point cloud, 3D shape, CAD modeling.nerf-to-3dgs-migratorMigrate NeRF-based methods to 3DGS with step-by-step guidance. Analyzes component compatibility, provides code templates, identifies issues.patent-software-ipGenerate CN patent docs (claims, specification, abstract) and software copyright materials from AI/big-data project code or docs.