Individual skill
remix-graphic-ad-from-reference
Recreate a static graphic ad (Pinterest pin, IG/FB feed image, poster) from a reference image, swapping in a new brand's product and new copy while keeping the reference's layout, composition, and visual energy. ALWAYS generated with GPT Image 2 in edit-the-reference mode (fal-ai/gpt-image-1/edit-image, a billed FAL generation); the HTML/goose-graphics overlay is only an optional text-finishing step, never the generator. The static-graphics counterpart to the video remix-ad skill; this is what the app calls when a user picks a reference ad and wants it for their own product.
skills/shared/remix-graphic-ad-from-reference/SKILL.md
Source commit df8298140d434a6363de0c265eb6af2e571d97a5
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- Last checked
- Nov 11, 2026
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- Nov 6, 2026
- License
- MIT
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SKILL.mdcore · 19,324 bytesSKILL.mdcore · 19,324 bytesSKILL.mdcore · 19,324 bytesSKILL.mdcore · 19,324 bytesSKILL.mdcore · 19,324 bytesassets/overlay-template.htmlasset · 4,872 bytesrequirements.txtdoc · 119 bytesscripts/cutout_product.pyruns · 2,737 bytesskill.meta.jsonasset · 445 bytestests/expected-output.mddoc · 1,020 bytestests/human-test.mddoc · 897 bytestests/sample-input.mddoc · 1,019 bytestests/smoke-test.mddoc · 1,052 bytestests/verifier.mddoc · 1,096 bytes
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# remix-graphic-ad-from-reference
## Purpose
Given **one reference ad image** + a **target product** + **new copy**, produce a finished static ad
that keeps the reference's *layout and composition* but swaps the product and words for the new brand.
This powers the app's "pick a Pinterest ad you like → get the same ad for your product" flow.
It does **not** invent layouts and it does **not** regenerate the whole scene from scratch. It reads
the reference, then recreates it with GPT Image 2:
- **GPT Image 2 (edit the reference) — ALWAYS use this as the generator.** Run it in **image-edit
mode on the reference itself** to preserve the layout/composition and swap in the new product +
copy. This is the engine for EVERY remix (premium look). FAL slug `fal-ai/gpt-image-1/edit-image`.