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.
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.
Useful export skill
Create transparent PNG from source image or object image, using a task-first workflow instead of a loose prompt dump.
background-removal, masking
The output must preserve user intent, survive visual inspection, and be ready for the target channel.
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.
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.
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.
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.
Do not change product shape, variant, label text, logo geometry, packaging structure, material, color, size cues, claims, included items, or marketplace-sensitive badges.
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.
Take this skill into your AI tool as a prompt, a workflow card, or a portable SKILL.md draft.
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.
Use these routes when the next user question shifts into a neighboring workflow, prompt example, or broader hub.
Use bad prompt, safer prompt, and review gate examples before generating the first ecommerce draft.
Open workflowChoose the safest generator path before selecting a tool or prompt style.
Open workflowReview the final asset with product truth checks and a publish, repair, or reject decision.
Open workflowUse sample records and benchmark protocol language when this task needs external evidence.
Open workflowUse citation-ready prompt packs, scorecards, decision guides, templates, and CSV records.
Open workflowUse when the generated asset is good but the final channel needs a wider website or social format.
Open workflowUse when the image is approved but needs higher resolution before publishing.
Open workflowReplace or generate product backgrounds while preserving product
Generate or isolate transparent image assets
Create object cutouts for design or ecommerce