# Create AI Product Photography

Product teams need polished images for listings, ads, and mockups without a full studio shoot. This skill provides prompt patterns and inference.sh workflows for commercial product imagery.

## Install

```bash
npx skillstore add inference-sh/ai-product-photography
```

## Metadata

- Status: approved
- Slug: inference-sh-ai-product-photography
- Skillstore revision: r1
- Version status: missing
- Tree hash: 8276e68a33f5d470661d9eb7810b71b4ec653c5e60ddb2d69e91b81e8d116980
- Author: inference-sh
- GitHub username: inference-sh
- License: MIT
- Repository: https://github.com/inference-sh/skills/tree/main/skills/ai-product-photography/
- Ref: a06681402992ceae98ba04d54cfd4ab004862696
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: blocked
- Manual install advisory: allowed\_with\_warning
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: external\_commands, network
- Quality score: 38
- Quality tier: warning
- Public page: https://skillstore.pages.dev/skills/inference-sh-ai-product-photography
- Manifest: https://skillstore.pages.dev/api/skills/inference-sh-ai-product-photography/manifest

## Capabilities

- Provides inference.sh CLI examples for FLUX Dev, FLUX Schnell, Imagen 3, Grok, and Seedream image models.
- Supplies prompt patterns for studio, lifestyle, hero, flat lay, and action product scenes.
- Covers product categories such as electronics, fashion, beauty, food, furniture, and jewelry.
- Includes lighting guidance for soft studio light, rim light, natural light, and high contrast scenes.
- Shows workflows for batch angle generation, upscaling, and background removal.

## Use Cases

- Generate Listing Images: Create clean white-background and lifestyle prompt directions for marketplace product listings.
- Plan Campaign Visuals: Draft hero, flat lay, and action-shot concepts for ads, landing pages, and social campaigns.
- Prototype Product Mockups: Explore visual styles, lighting choices, and product angles before booking a studio shoot.

## Prompt Templates

### Basic Studio Shot

```
Create a clean studio product photo prompt for a [product] on a white background with soft lighting and sharp focus.
```

### Lifestyle Listing Image

```
Create a lifestyle product photo prompt for a [product] used in a realistic [setting], with natural lighting and clear scale.
```

### Brand Campaign Hero

```
Create a premium campaign image prompt for a [product], including background, lighting, composition, and space for headline text.
```

### Multi-Angle Production Set

```
Create a coordinated image set for a [product] with front, side, detail, lifestyle, and hero views using one consistent brand style.
```

## Limitations

- Requires an inference.sh CLI installation, account access, and model availability.
- Generated images may not exactly match a real product without strong references or review.
- The skill does not verify licensing, platform compliance, or claim accuracy for generated images.
- The installer example should be reviewed manually because it downloads and runs a remote script.

## Best Practices

- Define product type, background, lighting, style, and technical quality in every request.
- Keep lighting and styling consistent across all images in one product line.
- Review generated images for product accuracy, platform rules, and brand compliance before publishing.

## Anti Patterns

- Do not use vague prompts that omit product material, scale, lighting, or background.
- Do not publish generated product images without checking accuracy against the real item.
- Do not run installer or related-skill commands automatically without user review.

## Security Audit

- Audited at: 2026-07-06T15:55:40.881\+00:00
- Summary: Most static backtick findings are false positives caused by Markdown code fences, inline model IDs, and prompt examples. The installer command at SKILL.md:21 is confirmed critical because it pipes remote network content into sh. No prompt injection or covert data exfiltration intent was found.

## Stats

- Views: 217
- Downloads: 11
- Favorites: 0
- Popularity score: 0