awesome-gpt-image-2  by YouMind-OpenLab

A vast library of prompts for advanced AI image generation

Created 1 week ago

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3,273 stars

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Project Summary

Summary

This repository provides a vast, daily-updated collection of creative prompts for OpenAI's GPT Image 2 model. It aims to empower users, prompt engineers, artists, and designers by offering over 1100 curated prompts in 16 languages. The primary benefit is unlocking GPT Image 2's advanced capabilities, such as pixel-perfect text rendering, cross-image consistency, and commercial-grade illustration, facilitating diverse image generation needs from storyboards to artistic styles.

How It Works

The project functions as a community-driven prompt library, meticulously curated to leverage the specific strengths of OpenAI's GPT Image 2. It focuses on prompts designed to elicit high-fidelity outputs, including native-quality text rendering in multiple languages, consistent character or style representation across series, and sophisticated art style induction. The collection is continuously expanded with daily updates, ensuring users have access to a broad spectrum of creative possibilities.

Quick Start & Requirements

  • Access: Requires access to OpenAI's GPT Image 2 model.
  • Usage: Prompts can be utilized directly with the GPT Image 2 model.
  • Web Gallery: A visual, searchable, and filterable gallery is available at youmind.com.
  • Contribution: New prompts can be submitted via GitHub Issues.

Highlighted Details

  • Extensive Prompt Library: Features over 1100 prompts, updated daily.
  • Multi-language Support: Prompts are available in 16 languages.
  • Advanced GPT Image 2 Features: Optimized for pixel-perfect text rendering, cross-image consistency, and commercial-grade illustration.
  • Visual Web Gallery: Offers a masonry grid, full-text search, filters, and AI one-click generation.
  • Raycast Integration: Supports dynamic prompt arguments using Raycast Snippets syntax.

Maintenance & Community

The prompt library is updated daily, with the last update noted as April 23, 2026. Contributions are actively encouraged through GitHub Issues, fostering a community-driven approach. The project is hosted on GitHub, providing a central point for collaboration and access.

Licensing & Compatibility

The prompts are licensed under CC BY 4.0, allowing for sharing and adaptation with attribution. They are intended for educational purposes, and users should be mindful of the underlying rights associated with prompt content. Compatibility is tied to the availability and functionality of OpenAI's GPT Image 2 model.

Limitations & Caveats

The effectiveness of the prompts is dependent on OpenAI's GPT Image 2 model. While claimed to be the "world's largest," the prompt library's scale is relative. Prompts are collected from the community for educational use, implying potential for derivative content that users should review for specific applications.Summary

This repository serves as a comprehensive, daily-updated library of creative prompts specifically designed for OpenAI's GPT Image 2 model. It targets users, prompt engineers, artists, and designers seeking to leverage advanced AI image generation capabilities. The core benefit is providing a vast, multi-language resource—over 1100 prompts—to unlock GPT Image 2's potential for high-fidelity outputs like pixel-perfect text rendering, cross-image consistency, and commercial-grade illustrations.

How It Works

The project functions as a community-driven collection of prompts tailored for GPT Image 2. It focuses on prompts engineered to exploit the model's advanced features, such as precise text generation, consistent character/style replication across multiple images, and sophisticated artistic style emulation. Daily updates ensure the library remains current and expansive, offering diverse creative avenues.

Quick Start & Requirements

  • Access: Requires access to OpenAI's GPT Image 2 model.
  • Usage: Prompts can be directly applied within the GPT Image 2 generation environment.
  • Web Gallery: An interactive, searchable, and filterable visual gallery is available at youmind.com.
  • Contribution: Users can submit new prompts via GitHub Issues.

Highlighted Details

  • Extensive Prompt Library: Features over 1100 curated prompts, updated daily.
  • Multi-language Support: Prompts are available in 16 languages.
  • GPT Image 2 Optimization: Designed to leverage advanced features like pixel-perfect text rendering, cross-image consistency, and commercial-grade illustration.
  • Visual Web Gallery: Offers a masonry grid layout, full-text search, filtering, and AI one-click generation capabilities.
  • Raycast Integration: Supports dynamic prompt arguments through Raycast Snippets syntax.

Maintenance & Community

The prompt collection is updated daily, with the last recorded update on April 23, 2026. Community contributions are actively encouraged via GitHub Issues. The project is hosted on GitHub, facilitating collaboration and access.

Licensing & Compatibility

Prompts are licensed under CC BY 4.0, permitting sharing and adaptation with attribution. They are provided for educational purposes. Compatibility is contingent on the availability and performance of OpenAI's GPT Image 2 model.

Limitations & Caveats

The utility of the prompts is directly tied to the capabilities and availability of OpenAI's GPT Image 2 model. The claim of being the "world's largest" library is a self-assessment. As prompts are community-sourced for educational use, users should verify any underlying rights if prompts are highly derivative.

Health Check
Last Commit

12 hours ago

Responsiveness

Inactive

Pull Requests (30d)
2
Issues (30d)
3
Star History
3,306 stars in the last 12 days

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Starred by Peter Norvig Peter Norvig(Author of "Artificial Intelligence: A Modern Approach"; Research Director at Google).

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