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GPT-image-2 Skill

by wuyoscar · wuyoscar/gpt_image_2_skill

Curated prompt library + agentic skill for GPT-image-2 — pick a style, riff on it, and emit images at scale.

Skill bundle for GPT-image-2 users. Comes with prompt galleries, style templates, and a CLI. Useful for content workflows: ad creative, product shots, social posts.

Why use it

Key features

Live Demo

What it looks like in practice

ready

Install

Author repository · Claude Skills documentation

Use Cases

Real-world ways to use GPT-image-2 Skill

Generate a batch of ad creatives in a chosen style

👤 Claude Code users ⏱ ~15 min intermediate

When to use: Marketing run that needs 20 variations on a hero shot.

Flow
  1. Pick style
    Browse the gallery.✓ Copied
    → Anchor selected
  2. Vary
    Skill emits N variations.✓ Copied
    → Set generated
  3. Pick winners
    Reviewer keeps the top 3.✓ Copied
    → Approved set

Outcome: Fast creative iteration without designer cycles.

Combinations

Pair with other MCPs for X10 leverage

gpt-image-2-skill + gpt-image2-ppt-skill

Use this for image gen; PPT skill for slide layout cloning

Combine gpt-image-2-skill with gpt-image2-ppt-skill: Use this for image gen; PPT skill for slide layout cloning✓ Copied

Tools

What this MCP exposes

ToolInputsWhen to callCost
generate / edit (see docs) Two flows 1 call

Cost & Limits

What this costs to run

API quota
OpenAI image quota
Tokens per call
Image-gen pricing
Monetary
Free skill; API costs
Tip
Use lower resolution for ideation; upscale finalists

Security

Permissions, secrets, blast radius

Credential storage: API key in env
Data egress: OpenAI

Troubleshooting

Common errors and fixes

Style drift across batch

Pin a reference image and pass it in every call

Alternatives

GPT-image-2 Skill vs others

AlternativeWhen to use it insteadTradeoff
banana-claudeYou want Gemini-image flowDifferent model strengths

More

Resources

📖 Read the official README on GitHub

🐙 Browse open issues

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