GPT Image 2 Prompt Architect Skill

Public SKILL.md package for turning rough image briefs into structured GPT Image 2 prompts, variants, and debugging loops.

What this skill does

gpt-image-2-prompt-architect turns rough AI image ideas into cleaner GPT Image 2 prompt packs for text-to-image, reference-image editing, product photos, UI mockups, posters, social creatives, and image-to-video source frames.

It is designed for creator, ecommerce, design, and marketing workflows that need stronger subject control, readable text, product consistency, commercial composition, and faster revision loops.

Canonical links

Docs page: https://gptimg2.art/docs/gpt-image-2-prompt-architect
Raw SKILL.md: https://gptimg2.art/skills/gpt-image-2-prompt-architect/SKILL.md
Source folder: https://github.com/AITOOLS101/gptimg2art/tree/main/skills/gpt-image-2-prompt-architect
Generator demo: https://gptimg2.art/models/gpt-image-2
Prompt gallery: https://gptimg2.art/prompts/gpt-image-2

Best use cases

Turn a loose image idea into a structured GPT Image 2 prompt
Rewrite unstable prompts with clearer subject, layout, style, and constraints
Generate 2 to 3 focused prompt variants for rapid testing
Create ecommerce product photos, packaging mockups, lifestyle ads, detail shots, and social creatives
Prepare stable source frames, character sheets, product references, and storyboards for image-to-video workflows

Submission-ready summary

Use this summary when submitting the skill to directories:

Turns rough AI image ideas into structured GPT Image 2 prompt packs, reference-image edit instructions, product photo prompts, and debugging loops for ecommerce visuals, UI mockups, posters, social creatives, and image-to-video source frames.

Submission notes

If a marketplace accepts a direct SKILL.md link, use the raw file URL above so the backlink points directly to gptimg2.art.

If a marketplace prefers an uploaded folder, upload skills/gpt-image-2-prompt-architect.