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GPT-Image-2 Style Library - Setup Guide

Source: freestylefly/awesome-gpt-image-2 GitHub: freestylefly/awesome-gpt-image-2 (14,716⭐, MIT, active through Aug 24, 2026) Skills: 1 skill (gpt-image-2-style-library), 1.5K installs Category: Creative / Image Generation First Seen: August 24, 2026 sweep (skills.sh first-listed May 8, 2026) Quality Tier: 🟢 Production - 14.7K-star MIT repo, clean Gen Agent Trust Hub / Socket / Snyk audits (all Pass)

The gpt-image-2-style-library skill wraps the awesome-gpt-image-2 knowledge base ("Prompt as Code" - a 530+ case reverse-engineered library with 20+ industrial prompt templates) as a loadable agent skill. An agent that needs to generate or edit images picks a named visual style and an industrial template instead of improvising a prompt from scratch - the difference between "make it look nice" and a reproducible, style-pinned image.

This is a direct match for the Hermes image_generate tool, whose active backend is gpt-image-2 (OpenAI gpt-image-2-medium): the library's styles and templates are written against exactly that model family.

Installation

The maintained-checkout pattern (recommended - keeps the skill updateable with git pull):

git clone https://github.com/freestylefly/awesome-gpt-image-2.git

# ~/.hermes/config.yaml
skills:
  external_dirs:
    - /absolute/path/to/awesome-gpt-image-2

Or via the skills.sh marketplace:

npx skills add freestylefly/awesome-gpt-image-2

Prerequisites

Requirement Details
GPT-Image-2 access The skill is a style/prompt library, not an API client - pair it with any gpt-image-2-capable backend (Hermes image_generate, OpenAI API, or a Claude Code image tool)
A target use case Styles are selected by task: product shots, thumbnails, avatars, marketing banners, UI mockups

Core Skill

Skill Installs Use For
gpt-image-2-style-library 1.5K Choose GPT-Image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 library - 530+ reverse-engineered cases, 20+ industrial templates; use when an agent needs to create, edit, or restyle images with a reproducible look

Security Audit Status (skills.sh, verified Aug 24, 2026)

Skill Gen Agent Trust Hub Socket Snyk
gpt-image-2-style-library Pass Pass Pass

CorpusIQ Use Cases

Use Case How
Brand-consistent image generation Pin a named style for CorpusIQ social and report imagery instead of per-prompt improvisation - reproducible look across all agent-generated images
Prompt quality floor The 530+ case library is a reference corpus for auditing our own image prompts: what industrial templates do for composition, lighting, and text rendering
Hermes image_generate pairing The active Hermes image backend is gpt-image-2-medium - this library's styles and templates are written against that model family, so results translate one-to-one

Limitations / Verification

  • The skill is a knowledge library - it does not generate images itself; a gpt-image-2-capable backend is required.
  • Repo description is Chinese-first ("Prompt as Code - GPT-Image2 industrial prompt engine"); the skill body and template names are usable directly, but expect mixed-language reference material.
  • Install counts are modest (1.5K) relative to the repo's 14.7K stars - the skill is a thin wrapper over the starred knowledge base, which is the real asset.
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