Awesome GPT Image Curated Resource and Installation Guide CookApps CookApps Marketplace

awesome-gpt-image-2 is an industrial-grade "Prompt as Code" system and generative design asset library. It contains over 530 reverse-engineered prompt cases, 20+ modular production templates, and an autonomous Agent Skill that equips AI coding assistants (Claude Code, OpenAI Codex, Cursor) with deterministic image generation capabilities.

Core Philosophy: Prompt as Code

As modern generative AI models evolved from experimental curiosities into core software development dependencies, the central engineering challenge shifted from "can it generate an image?" to "can it generate stable, predictable, reusable visual components that integrate into real software systems?"

Traditional natural language prompts suffer from severe style drift, unpredictable compositional layouts, and text hallucination. awesome-gpt-image-2 solves this by converting prose prompts into structured atomic schemas:

Subject & Identity: Exact silhouette, anatomical geometry, and clothing specifications.

Material & Texture: PBR material definitions (frosted glass, brushed aluminum, matte clay, soft silk).

Lighting & Environment: HDRI ambient lighting, directional key lights, volumetric fog, rim lighting.

Color Science & Palette: Precise hexadecimal palettes, complementary contrasts, and OKLab color spaces.

Camera & Composition: Lens focal length (24mm, 50mm, 85mm), aperture (f/1.4, f/8), isometric cutaways, and aspect ratios.

GPT Image 2.5 Spotlight: Sunburst vs. Flare

The 2.5 model generation update brings dual-engine architecture:

Sunburst: Precision multi-turn editing and high-fidelity rendering for complex design requirements, layered UI mockups, and intricate 3D assets.

Flare: Ultra-low latency engine optimized for rapid asset generation, iterative prototyping, and real-time canvas rendering.

Curated Industrial Template Categories

UI Components & Icon Systems

Claymorphic App Icons: High-contrast 3D squircle badges with subtle ambient occlusions.

Translucent Glassmorphism: Frosted acrylic layers with background refraction and chromatic edge dispersion.

Minimalist Vector Symbols: Clean SVG-ready silhouettes with strict geometry for dashboard controls.

Product Commercials & E-Commerce

Studio Packshots: Balanced softbox lighting with reflective acrylic plinths and macro product details.

High-Speed Fluid Splash: Dynamic beverage and cosmetic fluid droplets frozen at 1/8000s shutter speeds.

Packaged Goods Dioramas: Miniature isometric scenes showcasing physical hardware and unboxing narratives.

Architecture & Interior Visualization

Isometric Cutaways: Cross-section architectural drawings displaying multiple interior living zones.

Brutalist & Modernist Structures: Raw concrete textures, geometric shadows, and golden-hour skylights.

Cyberpunk Environments: Neon-drenched wet pavement, atmospheric haze, and futuristic urban density.

Character & Game Art Assets

Game Sprite Masters: Orthographic side and top-down character stills ready for sprite set animation.

Stylized Anime Cell Shading: Crisp outlines with two-tone shadow shading and vibrant highlights.

Sci-Fi Mecha & Rigs: Hard-surface industrial robotics with functional joints, decals, and weathering.

Autonomous Agent Skill Integration

When integrated into Claude Code or Codex, the agent loads the style library skill automatically:

Composes tailored prompts according to project design guidelines.

Enforces strict aspect ratios and negative constraints (preventing unwanted artifacts).

Connects directly to image relays (APIMart, HiAPI, OpenAI DALL-E) to produce verified assets without human manual intervention.

Awesome GPT Image

Interactive Terminal Locked

Core Philosophy: Prompt as Code

GPT Image 2.5 Spotlight: Sunburst vs. Flare

Curated Industrial Template Categories

Autonomous Agent Skill Integration

How to Use & Getting Started

Installation Runbook & Walkthrough Locked

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Skills for Real Engineers Matt Pocock AIHero

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