Lab Prompt Cards

Status: v0 prompt-card draft.

Use these with fictional source material only.

Helpful Modification

Edit this fictional brand image to remove distracting background clutter while preserving the product, logo, sign text, and overall brand identity. Do not change claims, prices, people, uniforms, or location details.

Context Modification

Create a fictional variation of this brand image that places the product in a different event setting. Keep the result clearly fictional for training. After editing, list what the image now seems to imply.

Brand-Risk Modification

Create a fictional training example that changes a promotional sign or event message in a way that could confuse customers. Keep the business fictional and label the result as a training example.

Brand Amplification

Create a legitimate seasonal campaign variation for this fictional brand. Preserve the official claims, price, logo, and safety information. Suggest what a human reviewer should check before publication.

Attempted Reversal

Try to restore this edited image to match the original. After editing, identify which details may have been reconstructed instead of recovered.

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Source: labs/generative-image-modification-lab/materials/prompt-cards.md