Atelier FAQs

Question 1

How does Atelier ensure visual consistency across game assets?

Accepted Answer

Atelier uses a two-phase workflow: tool authoring and asset creation. Developers pair-program with an LLM to build custom tools encoding their visual style. The LLM then uses these tools to produce game assets at scale with guaranteed consistency, allowing for project-wide style updates by modifying a single tool.

Question 2

Can I extend Atelier with custom tools?

Accepted Answer

Yes, Atelier features a hot-reloading plugin system for creating custom tools using TypeScript. This allows developers to define unique operations and visual styles, which LLM agents can then leverage to generate assets tailored to specific project requirements.

Question 3

What is Atelier?

Accepted Answer

Atelier is an MCP server that enables LLM agents to programmatically create 3D game art. Instead of using diffusion models, it guides LLMs to compose art using a defined vocabulary of constrained operations like geometry, shaders, and materials, ensuring aesthetic control.

Question 4

What are the export options for assets generated by Atelier?

Accepted Answer

Atelier supports high-fidelity rendering and export via Playwright. Assets can be exported as 3D glTF models, 2D PNG sprite sheets for animation frames, and includes options for Godot .tres SpriteFrames or generic JSON frame data metadata.

Question 5

What types of 3D art can LLM agents create with Atelier?

Accepted Answer

LLM agents can create a wide range of 3D art and assets, from primitive shapes and complex SDF models to animated characters and procedurally generated environments. The toolset includes operations for geometry, materials, shaders, post-processing, 2D canvas drawing, and more.

Atelier

Atelier

Key Features

Use Cases

Key Features

Use Cases