Production prompt-engineering pipeline for GPT-Image-2 / OpenAI image generation.

No licenceAuto-check passedMedia & Creative

Install Gpt Image 2 Pro Max

skills CLI
$ npx skills add therichardngai-code/gpt-image-2-pro-max --skill gpt-image-2-pro-max -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install therichardngai-code/gpt-image-2-pro-max gpt-image-2-pro-max --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/therichardngai-code/gpt-image-2-pro-max.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/gpt-image-2-pro-max .claude/skills/gpt-image-2-pro-max && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
gpt-image-2-pro-max
GitHub stars
101
Token cost
~1.4k tokens
SKILL.md length
342 words
Files
2 (incl. scripts)
Skills in repo
2
Repo updated
First seen
Licence
None found

At a glance

Production prompt-engineering pipeline for GPT-Image-2 / OpenAI image generation.

  • Works in 2 steps: scripts/search.py — thin HTTP client… → ~/.claude/agents/media-designer.md —…
  • The user wants a polished image-generation prompt for ads
  • SKILL.md covers When to Apply, Recommended Workflow, Hosted backend and CLI, plus 2 more sections
  • Runs Python scripts from its folder; calls python; reaches gpt-image-2-prompts.goclawoffice.com and x.com

What it does

Gpt Image 2 Pro Max is an agent skill from therichardngai-code/gpt-image-2-pro-max. Production prompt-engineering pipeline for GPT-Image-2 / OpenAI image generation. Pairs a 'media-designer' agent with a hosted searchable corpus of 7,405 community-vetted prompts (9,903 reference images), decomposed across 10 controlled vocabularies (subjects, styles, lighting, cameras, moods, palettes, compositions, mediums, techniques, usecases). Each record carries: full prompt body, twitter/X attribution link, downloaded reference image. Workflow: agent diagnoses the user brief → searches the corpus → picks a…

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/search.py`).

It sits in Media & Creative, covering Image generation. It works with OpenAI and X (Twitter).

When your agent uses it

  • The user wants a polished image-generation prompt for ads
  • Character sheets
  • Exploded-view diagrams
  • Any other GPT-Image-2 / OpenAI image task

Example prompts

  • “media-designer”
  • “/gpt-image-2-pro-max”

Requirements

  • Python 3

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. scripts/search.py — thin HTTP client over a hosted corpus of 7,405 community-vetted prompts (9,903 reference images). BM25-ranked, tagged…
  2. ~/.claude/agents/media-designer.md — agent profile that uses the search tool to turn a user brief into a paste-ready GPT-Image-2 prompt.

What it can do on your machine

Read from SKILL.md and the folder at commit dd902b1. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • gpt-image-2-prompts.goclawoffice.com
    • x.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Gpt Image 2 Pro Max loads about 1.4k tokens when it runs. Until then it costs about 239 tokens; SKILL.md has 342 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~239
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 342 words (~1,411 tokens).

name
gpt-image-2-pro-max
category
ai
keywords
gpt-image-2, image-prompts, prompt-library, openai-image, ai-image, prompt-engineering, ad-creative, product-photography, media-designer
metadata.author
Richard Ng
metadata.version
1.0.0
metadata.endpoint
https://gpt-image-2-prompts.goclawoffice.com

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in .claude/skills/gpt-image-2-pro-max of therichardngai-code/gpt-image-2-pro-max.

  • SKILL.md
  • scripts/search.py

Open the folder on GitHubat commit dd902b1

Compare with similar skills

Gpt Image 2 Pro Max next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Gpt Image 2 Pro Max compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gpt Image 2 Pro Max this skilltherichardngai-code/gpt-image-2-pro-max101—~1.4kAutomated safety check: PassNone
Blockrundavila7/claude-code-templates33k7 repos~2.2kAutomated safety check: PassMIT
AI Image Generation and Editingzhayujie/CowAgent47k—~1.3kAutomated safety check: PassMIT
GPT Image Generation CLIwuyoscar/GPT-Image2-Skill5.7k—~2.5kAutomated safety check: NotesMIT
Imagegentheowenyoung/home1154 repos~4.8kAutomated safety check: PassApache-2.0
Openai Image Gentrpc-group/trpc-agent-go1.9k12 repos~843Automated safety check: PassApache-2.0

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Questions about Gpt Image 2 Pro Max

What does Gpt Image 2 Pro Max do?

Production prompt-engineering pipeline for GPT-Image-2 / OpenAI image generation. Gpt Image 2 Pro Max is an agent skill from therichardngai-code/gpt-image-2-pro-max. Production prompt-engineering pipeline for GPT-Image-2 / OpenAI image generation.

When should I use Gpt Image 2 Pro Max?

Gpt Image 2 Pro Max fits situations like: the user wants a polished image-generation prompt for ads; character sheets; exploded-view diagrams; any other GPT-Image-2 / OpenAI image task.

How do I install Gpt Image 2 Pro Max in Claude Code?

Run `npx skills add therichardngai-code/gpt-image-2-pro-max --skill gpt-image-2-pro-max -a claude-code`. Or copy the skill folder (.claude/skills/gpt-image-2-pro-max in therichardngai-code/gpt-image-2-pro-max) into .claude/skills/gpt-image-2-pro-max in your project. Claude Code loads it when a task matches its description.

How do I install Gpt Image 2 Pro Max in Codex?

Run `npx skills add therichardngai-code/gpt-image-2-pro-max --skill gpt-image-2-pro-max -a codex`. Or copy the skill folder (.claude/skills/gpt-image-2-pro-max in therichardngai-code/gpt-image-2-pro-max) into .agents/skills/gpt-image-2-pro-max in your project. Codex loads it when a task matches its description.

Can I use Gpt Image 2 Pro Max in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add therichardngai-code/gpt-image-2-pro-max --skill gpt-image-2-pro-max -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gpt-image-2-pro-max, .gemini/skills/gpt-image-2-pro-max, .github/skills/gpt-image-2-pro-max and .opencode/skills/gpt-image-2-pro-max in your project.

What does Gpt Image 2 Pro Max need to run?

Going by SKILL.md and its folder, Gpt Image 2 Pro Max needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Gpt Image 2 Pro Max access the network?

SKILL.md names 2 domains. In commands or code: gpt-image-2-prompts.goclawoffice.com and x.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Gpt Image 2 Pro Max safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Gpt Image 2 Pro Max use?

No licence was found for Gpt Image 2 Pro Max or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Gpt Image 2 Pro Max use?

About 1.4k tokens (SKILL.md is roughly 5.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Gpt Image 2 Pro Max?

Skills that share tags, products or a category with Gpt Image 2 Pro Max: Blockrun (davila7/claude-code-templates, 33k stars), AI Image Generation and Editing (zhayujie/CowAgent, 47k stars), GPT Image Generation CLI (wuyoscar/GPT-Image2-Skill, 5.7k stars) and Imagegen (theowenyoung/home, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gpt Image 2 Pro Max?

therichardngai-code (a GitHub user) maintains it in therichardngai-code/gpt-image-2-pro-max, which has 101 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on May 21, 2026.

Source: therichardngai-code/gpt-image-2-pro-max on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.