Visual AISkills
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Fix & Edit
Repair failures
Essential

Fix product details

Repair warped product shapes labels or edges

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
product image
Output
repaired product image
Use this skillCopy options
Best fit

Repair failures

ComfyUI inpaintingGPT Image 2SAM

Commercially useful repair workflow with clear ecommerce value

Job to be done

Create repaired product image from product image, using a task-first workflow instead of a loose prompt dump.

Workflow type

inpainting, 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: product image.
  2. Pick a first tool path: ComfyUI inpainting, GPT Image 2, SAM.
  3. Generate or edit toward the promised deliverable: repaired product image.
  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: Fix product details

Scene: Fix & Edit / Repair failures

Input: product image

Output: repaired product image

Tools: ComfyUI inpainting, GPT Image 2, SAM

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

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 repaired product image.
  • The main subject still reflects the original product 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 repaired product image for this task: Repair warped product shapes labels or edges

Input available: product image

Preferred tool path: ComfyUI inpainting, GPT Image 2, SAM

Keep the result faithful to the input and optimize for the repair failures scene.

Evidence and maintenance

Source IDs
IMG-018, IMG-022, IMG-044, IMG-052
Priority
Essential
Library track
Starter

Related skills

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