Visual AISKILLS
EcommercePromptsSkillsExplore
Fix & Edit
Final polish
Useful

Create transparent background

Turn an object or illustration into transparent PNG

Use this skill when you need a repeatable image workflow, not a one-off prompt guess. It defines the input, output, tool path, and quality gate before generation starts.

Input
source image or object image
Output
transparent PNG
Best fit

Final polish

LayerDiffuseSAMRecraft

Useful export skill

Job to be done

Create transparent PNG from source image or object image, using a task-first workflow instead of a loose prompt dump.

Workflow type

background-removal, masking

Quality promise

The output must preserve user intent, survive visual inspection, and be ready for the target channel.

Workflow outline

  1. Prepare the source input: source image or object image.
  2. Pick a first tool path: LayerDiffuse, SAM, Recraft.
  3. Generate or edit toward the promised deliverable: transparent PNG.
  4. Review the image for drift, broken details, unreadable text, and weak composition.
  5. Save the prompt, references, and final settings that produced the best reusable result.

Copy-ready skill card

Skill: Create transparent background

Scene: Fix & Edit / Final polish

Input: source image or object image

Output: transparent PNG

Tools: LayerDiffuse, SAM, Recraft

Example input: Product photo: single shoe on a plain background

New background: clean studio set with soft shadow

Channel: Shopify product page and ad crop

Must preserve: sole shape, material texture, logo placement, true color

Export need: square and 4:5 versions

Quality check: the result must match the promised output and preserve the user intent.

Branch logic

  • If the user has not provided source image or object image, ask for it before generating the final transparent PNG.
  • If a reference image is provided, preserve the subject identity, proportions, and important details before changing style or scene.
  • If the first result fails visual inspection, fix the smallest broken area first instead of regenerating the whole image.
  • If the first tool path fails, switch to the next listed option: SAM, Recraft.
  • If the task depends on masks, text, or object edges, inspect those details at full size before accepting the output.

When not to use

  • Do not use this as proof that the generated transparent PNG is factually real or legally approved.
  • Do not use it when the user needs professional legal, medical, safety, or regulated-compliance judgment.
Task-first long-tail page

Product truth review before publishing this task.

Use this Create transparent background page as a task decision page, not only a prompt template. Start from the source input, decide what can change, protect what must stay true, then route the final asset through a review gate before publishing.

Product truth review

Compare the generated transparent PNG against the approved source image or object image. Check product identity, visible text, logo placement, color, material, scale, included accessories, and buyer-facing claims.

What can change

Change the background, crop, scene direction, lighting, supporting props, resolution, or channel layout only when those changes do not alter what a buyer believes they will receive.

What must not change

Do not change product shape, variant, label text, logo geometry, packaging structure, material, color, size cues, claims, included items, or marketplace-sensitive badges.

Review gate

Mark the result as publish, repair, or reject. Publish only when product facts match the source; repair small localized failures; reject when the product identity or claim is unreliable.

Copy distribution

Take this skill into your AI tool as a prompt, a workflow card, or a portable SKILL.md draft.

Quality gate

  • The final asset clearly matches the requested transparent PNG.
  • The main subject still reflects the original source image or object image.
  • Text, hands, logos, edges, and product details are not visibly broken.
  • The result is usable in the target channel without another full regeneration.

Prompt starter

Create transparent PNG for this task: Turn an object or illustration into transparent PNG

Input available: source image or object image

Example input: Product photo: single shoe on a plain background

New background: clean studio set with soft shadow

Channel: Shopify product page and ad crop

Must preserve: sole shape, material texture, logo placement, true color

Export need: square and 4:5 versions

Preferred tool path: LayerDiffuse, SAM, Recraft

Keep the result faithful to the input and optimize for the final polish scene.

Evidence and maintenance

Source IDs
IMG-046, IMG-047, IMG-048
Priority
Useful
Library track
Expansion

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Skills Library