Visual AISkills
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Исправление и редактирование
Background и objects
Useful

Isolate subject as transparent cutout

Создать a clean cutout или transparent subject image

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.

Ввод
исходное изображение
Результат
transparent subject
Best fit

Background и objects

SAMLayerDiffuseRecraft

Good asset utility

Job to be done

Создать transparent subject из исходное изображение, using a task-first воркфлоу instead of a loose промпт 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 ввод: исходное изображение.
  2. Pick a first tool path: SAM, LayerDiffuse, Recraft.
  3. Сгенерировать или edit toward the promised deliverable: transparent subject.
  4. Review the image для drift, broken details, unreadable text, и weak composition.
  5. Сохранить the промпт, references, и final settings that produced the best reusable result.

Copy-ready skill card

Skill: Isolate subject as transparent cutout

Сценарий: Исправление и редактирование / Background и objects

Ввод: исходное изображение

Результат: transparent subject

Tools: SAM, LayerDiffuse, Recraft

Example ввод: Object промпт или image: ceramic mug с handle

Использовать case: ecommerce layout, bundle graphic, или design asset

Background: transparent или isolated neutral

Must preserve: object silhouette, handle форма, материал cues

Export need: transparent PNG-ready asset

Проверка качества: the result must match the promised результат и preserve the user intent.

Branch logic

  • If the user has not provided исходное изображение, ask для it before generating the final transparent subject.
  • If a reference image is provided, preserve the subject identity, proportions, и important details before changing style или scene.
  • If the first result fails визуал 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: LayerDiffuse, Recraft.
  • If the task depends on masks, text, или object edges, inspect those details at full size before accepting the результат.

When not to use

  • Do not use this as proof that the generated transparent subject is factually real или legally approved.
  • Do not use it when the user needs professional legal, medical, safety, или regulated-compliance judgment.

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 subject.
  • The main subject still reflects the original исходное изображение.
  • Text, hands, logos, edges, и детали товара are not visibly broken.
  • The result is usable in the target channel без another full regeneration.

Prompt starter

Создать transparent subject для this task: Создать a clean cutout или transparent subject image

Ввод available: исходное изображение

Example ввод: Object промпт или image: ceramic mug с handle

Использовать case: ecommerce layout, bundle graphic, или design asset

Background: transparent или isolated neutral

Must preserve: object silhouette, handle форма, материал cues

Export need: transparent PNG-ready asset

Preferred tool path: SAM, LayerDiffuse, Recraft

Keep the result faithful to the ввод и optimize для the background и objects scene.

Evidence and maintenance

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

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