# Generate AI Images with Inference.sh

Image teams often compare many generators, prompts, and edit tools. This skill gives Claude, Codex, and Claude Code guided belt workflows for image creation and refinement.

## Install

```bash
npx skillstore add skills-shell/ai-image-generation
```

## Metadata

- Status: approved
- Slug: skills-shell-ai-image-generation
- Skillstore revision: r1
- Version status: missing
- Tree hash: 22bb2e39a3366aea410fa1c220ec145bb8c4d5362bf208112f6a8b6bf1b243d6
- Author: skills-shell
- GitHub username: skills-shell
- License: MIT
- Repository: https://github.com/skills-shell/skills/tree/main/tools/image/ai-image-generation/
- Ref: 0519034dad657fb1f7706e0550e962beeda73fdf
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: allowed
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: external\_commands, network
- Quality score: 50
- Quality tier: warning
- Public page: https://skillstore.pages.dev/skills/skills-shell-ai-image-generation
- Manifest: https://skillstore.pages.dev/api/skills/skills-shell-ai-image-generation/manifest

## Capabilities

- Guides text-to-image generation with GPT-Image-2, FLUX, Gemini, Grok, Seedream, and Reve app IDs.
- Shows image editing flows that send a prompt and source image URL to GPT-Image-2.
- Provides upscaling guidance through the Topaz image upscaler app.
- Shows how to stitch multiple image URLs into a horizontal or vertical composite.
- Directs users to browse available image apps through the belt app store.

## Use Cases

- Create Product Mockups: Generate studio-style product images and refine backgrounds before a campaign review.
- Explore Concept Art: Compare model choices for characters, environments, posters, and illustration styles.
- Prepare Image Assets: Upscale, edit, or stitch image URLs for documentation, presentations, and social posts.

## Prompt Templates

### Generate A First Image

```
Use ai-image-generation to create a product image of a matte black water bottle on a white studio background. Choose a suitable model and explain the next step.
```

### Choose A Model

```
Use ai-image-generation to compare GPT-Image-2, FLUX, Gemini, and Seedream for a detailed poster with readable text. Recommend one model and explain why.
```

### Edit An Existing Image

```
Use ai-image-generation to change the background of this image URL to a warm office scene. Keep the product unchanged and mention any privacy considerations.
```

### Build A Campaign Workflow

```
Use ai-image-generation to plan a workflow for three social ads. Include model choice, prompt direction, editing, upscaling, and final asset review.
```

## Limitations

- Requires the external inference.sh belt CLI and an authenticated account.
- Sends prompts and image URLs to external inference services selected by the user.
- Does not include pricing, quota, licensing, or provider policy details.
- Does not verify legal rights, consent, or safety of generated images.

## Best Practices

- Confirm that prompts and image URLs do not contain confidential or sensitive material.
- Choose the model based on output goal, such as text rendering, cost, editing, or resolution.
- Record prompts, model names, and settings so successful results can be reproduced.

## Anti Patterns

- Do not send private customer images or unreleased product photos without approval.
- Do not assume every model supports editing, LoRA, upscaling, or exact text rendering.
- Do not install related skills or CLI tools from unpinned sources in restricted environments.

## Security Audit

- Audited at: 2026-07-09T11:36:55.109\+00:00
- Summary: The static Ruby backtick and hardcoded URL findings are mostly Markdown false positives, and I found no hidden executable code in SKILL.md. The remaining concerns are contextual: broad belt CLI permission, unpinned remote skill installation guidance, and user content being sent to external image services.

## Stats

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- Downloads: 7
- Favorites: 0
- Popularity score: 0