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viduq2_reference2image

Generate reference-guided images via SeaCloud CLI with dry-run validation.

1|Updated Apr 11, 2026
Search Tags:#design#branding#consistency#reference#image-generation#ai-art
One-click install
npx skills add https://github.com/SeaCloudAI/seacloud-cli --skill viduq2-reference2image
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: viduq2_reference2image
Source: https://github.com/SeaCloudAI/seacloud-cli/tree/main/skills/image/viduq2_reference2image
Command: npx skills add https://github.com/SeaCloudAI/seacloud-cli --skill viduq2-reference2image

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generate images that stay faithful to reference inputs, ensuring identity and visual continuity across outputs.

Core Features & Use Cases

  • Reference-based generation: Create new images that mirror the style and identity from provided references.
  • Style consistency: Maintain consistent subject matter, lighting, and aesthetics across multiple outputs.
  • Use Case: Designers can reproduce a brand character across campaigns using reference cues.

Quick Start

Provide a set of reference images and a prompt to produce a new image that preserves identity and style.

Frequently Asked Questions about viduq2_reference2image

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

FAQPage Schema
How do I generate AI art with consistent branding using reference images?▼

You can maintain visual continuity by providing one or more reference images alongside a prompt, which validates inputs and applies multi-reference cues to preserve identity and style.

What is reference-guided image generation for character design?▼

Reference-guided image generation is a process that applies reference inputs to reproduce brand characters across campaigns, maintaining consistent subject matter, lighting, and aesthetics.

Can I use multiple reference images for a single AI art generation prompt?▼

Yes, you can use multiple reference images for a single prompt, utilizing explicit fields to support multi-reference inputs that preserve identity and visual style across the generated outputs.

Does the SeaCloud CLI validate image generation inputs before processing?▼

Yes, the SeaCloud CLI validates inputs via a dry-run before processing, translating live model spec parameters to ensure the reference images and prompts meet the required format.

When should I use reference-based AI image generation instead of standard text-to-image?▼

You should use reference-based AI image generation when maintaining identity, style, or visual continuity across images is important, such as for branding, character design, or product visuals.

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