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world-labs-pano-video

Generate Marble environments from panorama or video inputs with text prompts.

3|1|Updated Jan 22, 2026
Search Tags:#video#world-generation#panorama#is_pano#marble-api
One-click install
npx skills add https://github.com/CloudAI-X/world-labs-skills --skill world-labs-pano-video
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: world-labs-pano-video
Source: https://github.com/CloudAI-X/world-labs-skills/tree/main/world-labs-pano-video
Command: npx skills add https://github.com/CloudAI-X/world-labs-skills --skill world-labs-pano-video

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Panoramas and videos provide the most control over world layout by capturing complete scene coverage.

Core Features & Use Cases

  • Panorama input enables full 360° coverage with precise aspect ratios and efficient generation workflows.
  • Video input supports 180–360° rotation capture to influence world composition and spatial arrangement.
  • Flexible prompts combine is_pano or video prompts with text prompts to tailor the final world scene.

Quick Start

Provide a 360° panorama or 180–360° video input with a text prompt to control layout.

Frequently Asked Questions about world-labs-pano-video

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

FAQPage Schema
How do I control world layout in Marble-generated environments?▼

To control world layout in Marble-generated environments, provide a 360° panorama or 180–360° video input along with a text prompt to dictate spatial arrangement and object placement.

Can I use a panorama to generate a complete 3D scene?▼

Yes, you can use a panorama to generate a complete 3D scene by enabling the is_pano parameter, which captures full 360° coverage to drive precise composition and camera orientation.

Does video input support 360 degree rotation capture for world generation?▼

Video input supports 180–360° rotation capture for world generation, using the visual coverage and camera movement to influence spatial arrangement and object placement within the scene.

What is the best way to combine text prompts with media assets for environment creation?▼

The best way to combine text prompts with media assets is to pair your video or panorama input with descriptive text, using media_asset references to tailor the final world scene layout.

When do I need to use the is_pano parameter for scene generation?▼

You need to use the is_pano parameter when providing a 360° panorama image, ensuring the system recognizes the full spherical coverage to accurately map the environment layout.

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