Muvloom

User guideAI agent

Contents

Chapter 04

AI agent

Describe what you need; the agent writes the prompt and generates after you confirm.

The chat panel on the left of the canvas is the AI agent. It reads the canvas, chooses an approach and writes the prompt, and generates only after you confirm — ideal if you are new to writing prompts.

Start a conversation

  1. 1
    Open a canvas and describe your request in the input on the left, for example “design a Valentine’s Day poster for this perfume”.
  2. 2
    Add reference images with the paperclip or by dragging them in; images selected on the canvas, with their annotations, are included automatically.
  3. 3
    Press Enter. The agent analyzes the request and the canvas, then proposes a prompt draft.
  • Type @ to reference this turn’s images, canvas images or assets.
  • Click Stop to interrupt a reply; messages sent meanwhile are queued and processed in order.
  • Use the generation settings below the input to adjust Thinking depth, model and size.

Confirm and generate

  1. 1
    When the prompt is ready, the agent shows a draft card.
  2. 2
    Review the prompt, model and image count; you can edit them directly on the card.
  3. 3
    Click Confirm and generate. Results are placed on the canvas; click a thumbnail to locate it.

When several drafts are pending, click Confirm all to submit them together.

Skills

Skills are specialized workflows for specific tasks. Type / at the start of the input to choose one:

SkillUse case
Product hero imageMarketplace hero images, on white or in a scene
Product image setA complete detail-page set: hero, selling points, close-ups and scenes
Posters and marketingPosters and campaign key visuals with headline copy
Scene swapKeep the subject unchanged and replace only the background
Product restyleSwap the product or change color and material while keeping background and lighting
Viral image remixRecreate a proven design with your own product
Image localizationTranslate on-image text into another language while keeping the layout
Character sheetA reusable character reference that keeps later images consistent
Reverse promptDerive a reproducible prompt from a reference image
Create asset / templateTurn images into an asset, or save a look as a template

Best practices

  • State the use case: mention where the image will be used, such as “Amazon listing” or “Instagram post”, so the agent can choose the right format and style.
  • Iterate step by step: settle the overall style first, then refine details.
  • Combine references and annotations: marking the area directly is more precise than describing it.
  • Answer clarifying questions: pick one of the suggested options, or choose Other… to write your own.