world-labs-multi-image

Generate coherent 3D worlds from multi-image prompts with azimuth control.

3|1|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/CloudAI-X/world-labs-skills --skill world-labs-multi-image
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: world-labs-multi-image
Source: https://github.com/CloudAI-X/world-labs-skills/tree/main/world-labs-multi-image
Command: npx skills add https://github.com/CloudAI-X/world-labs-skills --skill world-labs-multi-image

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generating coherent 3D worlds from multiple reference images can be tedious and error-prone; this skill provides structured multi-image prompts with directional control and auto-layout.

Core Features & Use Cases

  • Direction Control Mode: Up to 4 images with azimuth angles for explicit placement.
  • Auto Layout Mode: Up to 8 images with required overlap to reconstruct spaces.
  • Consistent prompts: Supports multiple references from the same space and varied lighting considerations.

Quick Start

Provide up to four reference images with optional azimuths for direction control, or up to eight images for auto layout, along with a descriptive world prompt.

Frequently Asked Questions about world-labs-multi-image

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

FAQPage Schema
How do I generate a coherent 3D world from multiple reference images?

To generate a coherent 3D world from multiple reference images, you provide up to four images with azimuth angles for explicit placement, or up to eight images for auto layout, alongside a descriptive world prompt.

Can I control the placement direction of images when generating 3D worlds?

Yes, you can control placement direction when generating 3D worlds by using the direction control mode, which allows you to specify azimuth angles for up to four reference images to ensure precise spatial positioning.

What is the maximum number of images I can use for 3D space reconstruction?

The maximum number of images for 3D space reconstruction is eight, available in auto layout mode where overlapping images are required to accurately reconstruct the desired architectural or spatial environment.

When should I use auto layout mode instead of direction control for 3D visualization?

Use auto layout mode instead of direction control for 3D visualization when you have up to eight overlapping reference images to reconstruct spaces, whereas direction control is better for up to four images needing explicit azimuth placement.

Does multi-image world generation work with varied lighting conditions across references?

Yes, multi-image world generation works with varied lighting conditions across references by supporting multiple inputs from the same space with consistent prompts that account for different lighting considerations during the 3D visualization process.