Before-after explanation image

Create an image explaining a transformation

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

before-after brief

Output

comparison visual

Use this skill Copy options

Best fit

Concept explanation

GPT Image 2IdeogramRecraft

Useful for product and training content

Job to be done

Create comparison visual from before-after brief, using a task-first workflow instead of a loose prompt dump.

Workflow type

editing, layout-control

Quality promise

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

Workflow outline

Prepare the source input: before-after brief.
Pick a first tool path: GPT Image 2, Ideogram, Recraft.
Generate or edit toward the promised deliverable: comparison visual.
Review the image for drift, broken details, unreadable text, and weak composition.
Save the prompt, references, and final settings that produced the best reusable result.

Copy-ready skill card

Skill: Before-after explanation image

Scene: Work / Concept explanation

Input: before-after brief

Output: comparison visual

Tools: GPT Image 2, Ideogram, Recraft

Example input: Input: before-after brief

Goal: describe the target channel, audience, style, and non-negotiable details.

Constraints: list what must stay unchanged and what can be creatively changed.

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

Branch logic

If the user has not provided before-after brief, ask for it before generating the final comparison visual.
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: Ideogram, Recraft.
If the image will be published commercially or publicly, run the risk guardrails before export.

When not to use

Do not use this as proof that the generated comparison visual is factually real or legally approved.
Do not use it when the user needs professional legal, medical, safety, or regulated-compliance judgment.
Do not publish the result until rights, consent, authenticity, and platform constraints have been checked.

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 comparison visual.
The main subject still reflects the original before-after brief.
Text, hands, logos, edges, and product details are not visibly broken.
The result is usable in the target channel without another full regeneration.
Preserve product shape, labels, proportions, and material details; do not create misleading product claims.