Gpt Images

Turns a plain-language brief into a production-ready prompt for OpenAI GPT Image models (ChatGPT Images 2.5, gpt-image-2.5-flare, gpt-image-2.5-sunburst, gpt-image-2). Returns a seven-block prompt, a settings block for the chosen surface, and three concrete levers for the next iteration. Covers text inside the image, reference binding, edits that do not drift, transparent backgrounds, and the hard API limits on size, quality and input images. Triggers: 'write an image prompt', 'gpt image prompt', 'chatgpt images 2.5', 'make me a poster', 'product shot prompt', 'article cover image', 'edit this

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add lukasersil/gpt-images --skill gpt-images
Manual install
git clone --depth 1 https://github.com/lukasersil/gpt-images.git /tmp/gpt-images
mkdir -p ~/.claude/skills
cp -r /tmp/gpt-images/. ~/.claude/skills/gpt-images

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# GPT Images

Input: a brief in plain language, one sentence is enough. Output: an English prompt ready to paste, a settings block for the chosen surface, and two or three levers that actually change the result.

`v1.0.0`. Self-contained: this skill does not depend on any other skill being installed.

**Generate nothing on your own.** Image generation costs the operator money. Produce the prompt, then ask.

Hard numbers (model IDs, sizes, quality levels, prices, limits) live in `references/official-spec.md`. Never quote them from memory, read the file.

## Step 0: pick the surface

Always first. Without a surface there is no settings block.

| Surface | When | What you deliver |
|---|---|---|
| **ChatGPT app** (default when nothing else is said) | manual work, iteration, sketch input, built-in templates | the prompt in plain language, no API parameters |
| **OpenAI API** (`v1/images/generations`, `/edits`, or the Responses API tool) | scripts, pipelines, transparent backgrounds, exact pixel sizes | prompt plus `model`, `size`, `quality`, `background`, `output_format` |
| **Third-party hosted surface** | a platform that resells GPT Image models | prompt plus whatever that platform's live catalog exposes. Check the catalog, do not assume it matches the API |

## Step 1: intake, five things

1. **Purpose and channel.** This decides the size. A social post, an article cover and a print poster are three different jobs.
Read the full skill on GitHub

Details

Skill name
gpt-images
License
MIT
Repo updated
9 September 2026

FAQ

What does the Gpt Images skill do?

Turns a plain-language brief into a production-ready prompt for OpenAI GPT Image models (ChatGPT Images 2.5, gpt-image-2.5-flare, gpt-image-2.5-sunburst, gpt-image-2). Returns a seven-block prompt, a settings block for the chosen surface, and three concrete levers for the next iteration. Covers text inside the image, reference binding, edits that do not drift, transparent backgrounds, and the hard API limits on size, quality and input images. Triggers: 'write an image prompt', 'gpt image prompt', 'chatgpt images 2.5', 'make me a poster', 'product shot prompt', 'article cover image', 'edit this

How do I install the Gpt Images skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add lukasersil/gpt-images --skill gpt-images. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Gpt Images popular?

It lives in lukasersil/gpt-images, which has 12 GitHub stars and 0 forks.

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