Awesome-Gaussian-Skills

Awesome Gaussian Skills The Most Comprehensive 3D Gaussian Splatting Catalog — 1066 methods, 26 Categories, Interactive Explorer

You shouldn't search 20 repos for 3DGS papers. This is the only one you need. 🏆 Knowledge Base Registered as Data IP Issued by Shanghai Intellectual Property Administration · Reg. No. SZ2026510010837.2 The "3DGS Method Knowledge Base" passed substantive examination and obtained Data Product IP Registration (sensitive info redacted, click for full view) English | 中文

Table of Contents Why This Repo? Live Demo Quick Start Integrations Online Book What's New (Oct 2026) Knowledge Base ⭐ Featured Skill: cg-paper-writing 18 AI-Powered Skills Visualization Samples Research Innovation Highlights Roadmap Architecture SplatVerse Studio Contributing Citation Ecosystem & Acknowledgments License Sponsor & Community Star History

Why This Repo?

Other awesome lists give you paper titles. We give you paper titles + an AI toolkit that makes you faster. The canonical lists catalog the ecosystem for humans; this repo makes it consumable by AI agents — let your AI read the papers for you. Live Demo

Try the Interactive Method Explorer →

Search 1066 Methods instantly, filter by category, sort by citations, click any method card for details. Quick Start

Each skill is a standalone SKILL.md file —copy it to your Agent's skills directory.

3 commands to your first AI-powered 3DGS workflow:

Then ask your Agent: *"Compare 3DGS and 2DGS rendering formulations"* Integrations

This repo ships as both AI agent skills and an MCP server, so it works across agent runtimes and MCP clients — the knowledge base is consumable by your AI agent, not just by you: The MCP server exposes 34 tools — 21 core (import_scene, set_camera, modify_gaussians, render_frame, sculpt_pipeline, SLAT latent editing, …) + 13 experimental stubs — see mcp-server/README.md and .marketplace/mcp-servers/mcp-metadata.json. 📖 Online Book: Spatial & Embodied Intelligence A full open-source technical book, built around 3D Gaussian Splatting as the spine and weaving together spatial intelligence and embodied intelligence into one closed loop: *representation → perception → planning → action*.

📖 Read the Book →