ai-create-image-set

Generate consistent PNG image sets from JSON slot prompts via OpenAI gpt-image-1.

Updated May 17, 2026

Search Tags:#image generation #style consistency #slide backgrounds #batch prompts #openai gpt-image-1 #png outputs

Ready to run

npx skills add https://github.com/bennoloeffler/claude-code-personal-agent-plugins-skills --skill ai-create-image-set

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai-create-image-set
Source: https://github.com/bennoloeffler/claude-code-personal-agent-plugins-skills/tree/main/skills/ai-create-image-set
Command: npx skills add https://github.com/bennoloeffler/claude-code-personal-agent-plugins-skills --skill ai-create-image-set

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

It solves the problem of creating many related images that all share a consistent style, so you do not have to repeatedly fine-tune prompts image-by-image.

Core Features & Use Cases

Consistent style across many slots: Define one shared style anchor and apply it automatically to every slot prompt in your JSON.
Parallel gpt-image-1 generation: Produces multiple PNGs concurrently for faster image series creation.
Slide-deck background workflow: Ideal for generating hero images, slide backgrounds, and other presentation assets with a unified look (e.g., editorial, cinematic, swiss minimal, hand-drawn warmth, tech-noir).

Quick Start

Prepare a slots JSON file (list of {name, prompt} plus optional style/size/quality/out_dir) and run the skill command with --slots to write one PNG and one .prompt.txt per slot into your chosen output directory.

Frequently Asked Questions about ai-create-image-set

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I generate a consistent image series for slide backgrounds?▼

To generate a consistent image series, define a shared style anchor and apply it to per-slot prompts in a JSON file. The tool processes this batch to create multiple PNGs with a unified visual style for slide backgrounds.

How does batch image generation work with OpenAI gpt-image-1?▼

Batch image generation with OpenAI gpt-image-1 works by making parallel API calls based on a JSON slot list. It concurrently processes multiple prompts to write PNG outputs deterministically per slot name into a specified directory.

Do I need an OpenAI API key to generate multiple images in parallel?▼

Yes, you need an OPENAI_API_KEY to generate multiple images in parallel. The tool requires this key to authenticate the concurrent requests sent to the OpenAI gpt-image-1 model for creating your image series.

Can I use a single style prompt for multiple image generations?▼

Yes, you can use a single style prompt for multiple image generations by defining one shared style anchor. This anchor is automatically combined with individual per-slot prompts to ensure style consistency across all output PNGs.

What file format is required for batch prompts when creating a consistent image set?▼

A JSON file format is required for batch prompts when creating a consistent image set. You prepare a list of slot objects containing names and prompts, plus optional configurations like size, quality, and output directory.

Are there limitations when using shared style anchors for image generation?▼

A limitation of using shared style anchors is that output diversity relies entirely on your per-slot prompts. While the style remains consistent, you must carefully craft individual slot prompts to achieve distinct hero images or presentation assets.