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EvoLinkAI/awesome-gpt-image-2-API-and-Prompts

GPT-Image-2 prompts that actually pay rent

Because 'make it pretty' is not a prompt, and this repo treats image generation like a production pipeline, not a toy.

16.9k stars Python Image · Video · AudioLearning
awesome-gpt-image-2-API-and-Prompts
Velocity · 7d
+30
★ / day
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What it does

This repository is a curated gallery of GPT-Image-2 prompts grouped by commercial use case—e-commerce product shots, ad creatives, UI mockups, portraits, and posters. Every entry includes the full prompt text and a real output image, so you can judge results before copying anything. It also points to an external API skill and documentation in eleven languages, though the core value is the prompt library itself.

The interesting bit

Most prompt collections optimize for viral Twitter threads; this one optimizes for SKU listings and banner ads. The categories read like an agency’s project board, and the maintainers treat prompt curation as a daily editorial operation with changelog-style updates.

Key highlights

  • Hundreds of prompts across seven commercial categories, each with a verified output image
  • Organized for production work: e-commerce main images, ad creatives, character design, UI mockups
  • Localized READMEs in 11 languages
  • Heavy cross-linking to an Evolink.ai API wrapper and workflow tools
  • CC0 license, meaning the prompts are free to repurpose without attribution

Caveats

  • The repository is essentially a marketing vehicle for Evolink.ai; nearly every link is UTM-tagged
  • Prompt counts are inconsistent across the README (359+, 680, and 689 all appear), so the exact size is unclear
  • The “API integration” section is a thin wrapper around standard OpenAI endpoints

Verdict

Grab it if you need ready-made GPT-Image-2 prompts for client work or product imagery. Skip it if you are looking for a code library or an unbiased, vendor-neutral reference.

Frequently asked

What is EvoLinkAI/awesome-gpt-image-2-API-and-Prompts?
Because 'make it pretty' is not a prompt, and this repo treats image generation like a production pipeline, not a toy.
Is awesome-gpt-image-2-API-and-Prompts open source?
Yes — EvoLinkAI/awesome-gpt-image-2-API-and-Prompts is open source, released under the CC0-1.0 license.
What language is awesome-gpt-image-2-API-and-Prompts written in?
EvoLinkAI/awesome-gpt-image-2-API-and-Prompts is primarily written in Python.
How popular is awesome-gpt-image-2-API-and-Prompts?
EvoLinkAI/awesome-gpt-image-2-API-and-Prompts has 16.9k stars on GitHub and is currently accelerating.
Where can I find awesome-gpt-image-2-API-and-Prompts?
EvoLinkAI/awesome-gpt-image-2-API-and-Prompts is on GitHub at https://github.com/EvoLinkAI/awesome-gpt-image-2-API-and-Prompts.

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