jaccen/Awesome-Gaussian-Skills
Instructions file
Instructions for jaccen/Awesome-Gaussian-Skills, covering awesome gaussian skills — project context, available skills, knowledge base structure, key conventions and splatverse studio (v0.8.0).
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
3DGS Articulated Object Reasoning & Digital Twin Agent. Reason about articulated objects in 3DGS scenes: extract part structure, infer kinematic constraints, generate interactive digital twins. Use when: articulated object, digital twin, part structure, kinematic chain, URDF, interactive 3DGS, part-aware rendering…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Review 3DGS implementation code for correctness, performance bugs, and best practices. Covers CUDA kernels, rendering pipeline, training loop, loss functions. Detects 104 known bug patterns including compression, forensics, SLAM, feed-forward, and method-specific failure patterns. Use when: reviewing 3DGS/Gaussian…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
3DGS compression-to-deployment pipeline: quantization (scalar/VQ/mixed-precision), pruning (coreset/adaptive/variational/merge/Bayesian), progressive streaming & LoD, Web/WebGPU/mobile deployment, hardware acceleration (Tensor Core/GEMM/FPGA/ASIC), training-free semantic compression. Covers 53+ methods across 6…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Guide for deploying 3DGS from research to production: 10 industry verticals, engineering stack, GIS toolchain solutions, cross-platform deployment, and common pitfalls. References 789+ methods. Use when: deploying 3DGS to production or industry, selecting tools/pipeline/platform, troubleshooting engineering problems…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Design rigorous experiments for 3DGS research papers. Recommends datasets, baselines, metrics, ablation matrices. Targets CVPR/ICCV/ECCV/SIGGRAPH/TVCG. Use when: designing experiments for a 3DGS paper, selecting datasets/baselines/metrics, planning ablation studies, addressing reviewer concerns on experiments…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
MCP protocol integration with 3DGS rendering pipeline: Agent-controlled Three.js/WebGPU rendering, voice-driven scene reconstruction, real-time parameter manipulation, light tracing backend. Use when: MCP rendering, agent-controlled 3DGS, voice-driven reconstruction, real-time 3DGS editing, Three.js 3DGS, WebGPU…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Compare 3D Gaussian Splatting variants across 11 dimensions. Built-in knowledge of 789+ methods across 25 categories. Supports axis-driven fragment loading for efficient context usage. Use when: comparing 3DGS methods or variants, analyzing trade-offs between Gaussian Splatting approaches, generating comparison tables…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Read and summarize 3DGS research papers. Extracts method architecture, innovations, experimental results from arXiv or local PDFs. Structured output with tables. Knowledge of 789+ methods across 25 categories. Use when: reading or analyzing a 3DGS/NeRF paper, extracting method details from arXiv PDF, summarizing 3D…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
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…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Diagnose and fix 3DGS training-time failures: NaN losses, OOM crashes, divergent optimization, floater artifacts, densification failures, hyperparameter sensitivity. Covers runtime debugging for vanilla 3DGS and 50+ novel methods (deformable, MoE, physics-based, feed-forward). Detects 60 runtime failure patterns. Use…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Generate publication-quality visualizations for 3DGS research: radar charts, comparison tables, method timelines. Static (PDF/PNG) and interactive (HTML) output. Use when: creating comparison charts for 3DGS papers, visualizing method capabilities, generating method timelines or radar plots, 3DGS可视化/论文配图/方法对比图表.
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Bridge CAD, Mesh, and 3DGS representations via the SLAT unified encode-decode framework. Covers mesh↔3DGS conversion, surface extraction, CAD reverse engineering, B-rep/parametric reconstruction, NL-driven assembly, TetSphere physics bridge, PBR material generation. Analyzes 40+ methods. Use when: converting mesh…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding. Covers NeRF, 3DGS, SLAM, point cloud, 3D shape, CAD modeling. Supports CVPR/ICCV/ECCV/SIGGRAPH venues. Multi-agent adversarial review, citation integrity gates, style calibration. Use when: writing or revising a CG/3D vision paper…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Migrate NeRF-based methods to 3DGS via the SLAT unified encode-decode framework. Analyzes component compatibility, provides code templates, identifies issues. Covers encoding, deformation, appearance, geometry. Use when: migrating NeRF method to 3DGS, comparing NeRF vs 3DGS components, designing hybrid NeRF-3DGS…
jaccen/Awesome-Gaussian-Skills
Skill Claude CodeCodex
Generate CN patent docs (claims, specification, abstract) and software copyright materials from AI/big-data project code or docs. Covers 7 AI domains + big data, 11 claim templates, auto domain detection, desensitization, prior-art search, and self-check. Use when: drafting CN patents from AI code/docs, generating…