world-labs-image-prompt

Name: world-labs-image-prompt
Availability: InStock
Author: CloudAI-X

Convert a single reference image into a navigable 360° world via World Labs Marble API.

3|1|Updated Jan 22, 2026

Search Tags:#architecture #image #prompt #world-generation #panorama #360-degree

Ready to run

npx skills add https://github.com/CloudAI-X/world-labs-skills --skill world-labs-image-prompt

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: world-labs-image-prompt
Source: https://github.com/CloudAI-X/world-labs-skills/tree/main/world-labs-image-prompt
Command: npx skills add https://github.com/CloudAI-X/world-labs-skills --skill world-labs-image-prompt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Turning a single reference image into a fully navigable 360° world typically requires manual 3D modeling and multiple reference captures. This skill automates that process by extrapolating depth and context from one image to produce a coherent environment in World Labs Marble.

Core Features & Use Cases

Single-image to 360° world generation leveraging Marble API to extrapolate depth and geometry
Panorama support with is_pano flag and guided text prompts for lighting and atmosphere
Ideal for architectural visualization, interior design previews, landscape concept art

Quick Start

Upload a single reference image and request a 360° world generation with optional scene guidance.

Frequently Asked Questions about world-labs-image-prompt

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I convert a single image into a 360-degree panorama world?▼

To convert a single image into a 360-degree panorama world, upload your reference image and enable the is_pano option. The skill uses the World Labs Marble API to extrapolate depth and geometry, generating a navigable environment from one picture.

Can I use a single reference image for architectural visualization and interior previews?▼

Yes, you can use a single reference image for architectural visualization and interior previews. The skill extrapolates depth and context from one image to quickly produce coherent, immersive 360-degree environments.

What image formats and resolutions are supported for 360-degree world generation?▼

Image inputs support source media_asset or URI formats, while outputs support PNG, JPG, and WebP. The skill enforces a resolution of 1024px on the long side for the generated 360-degree world.

Does 360-degree world generation require manual 3D modeling or multiple captures?▼

No, 360-degree world generation does not require manual 3D modeling or multiple reference captures. The skill automates this process by extrapolating depth and context from a single image to produce a coherent environment.

What is the best way to guide lighting and atmosphere in a generated 360-degree world?▼

The best way to guide lighting and atmosphere in a generated 360-degree world is to use guided text prompts alongside your uploaded image. This directs the World Labs Marble API on the desired scene lighting and atmospheric conditions.

Are there limitations when generating a 360-degree world from a single image?▼

A limitation when generating a 360-degree world from a single image is that the output resolution is enforced at 1024px on the long side. The extrapolated depth and geometry rely entirely on the context provided by one reference image.