product-photography

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass, no license.

Audit 0.4.1 · source sha 4599ef28a2a7 · 31 Oct 2026Report an issue or request a re-scan

• Publishermagentosh GitHub organizationOwner of the repository this skill is read from
• Source foldermagentosh/skills/guides/photo/product-photographyThe exact folder we audited
• LicenceNot declaredAs the repository states it
• Commit pinned for this verdict4599ef28a2a7A new audit runs when the source changes
• Repository statusNot archivedLast push 16 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: AI product photography with studio lighting, lifestyle shots, and packshot conventions. Covers angles, backgrounds, shadow types, hero shots, and e-commerce image requirements. Use for: product photos, e-commerce…

---
name: product-photography
description: "AI product photography with studio lighting, lifestyle shots, and packshot conventions. Covers angles, backgrounds, shadow types, hero shots, and e-commerce image requirements. Use for: product photos, e-commerce images, Amazon listings, packshots, lifestyle photography. Triggers: product photography, product photo, packshot, e-commerce photography, product shot, product image, studio photography, lifestyle product, amazon product photo, product listing image, hero shot, product mockup, commercial photography"
allowed-tools: Bash(belt *)
---

> **Install the belt CLI skill:** `npx skills add belt-sh/cli`

# Product Photography

Create professional product images with AI via [inference.sh](https://inference.sh) CLI.

## Quick Start

> Requires inference.sh CLI (`belt`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)

```bash
belt login

# Clean studio packshot
belt app run bytedance/seedream-4-5 --input '{
  "prompt": "professional product photography, single premium wireless headphone on clean white background, soft studio lighting with subtle shadow, commercial e-commerce style, sharp focus, 4K quality",
  "size": "2K"
}'
```


## Shot Types

### 1. Hero Shot (Primary Image)

The main image customers see first. Clean, focused, aspirational.

```bash
belt app run bytedance/seedream-4-5 --input '{
  "prompt": "hero product shot, premium smartwatch floating at slight angle, clean gradient background transitioning from white to light grey, dramatic rim lighting, subtle reflection below, commercial photography, magazine quality, sharp details",
  "size": "2K"
}'
```

| Rule | Why |
|------|-----|
| Product fills 80% of frame | Maximizes visual impact |
| Slight angle (15-30 degrees) | Adds dimension vs flat front-on |
| One hero light + fill | Creates depth without harsh shadows |
| Neutral or brand-color background | Keeps focus on product |

### 2. Packshot (E-Commerce White Background)

Amazon, Shopify, and most marketplaces require pure white backgrounds.

```bash
# Pure white background packshot
belt app run bytedance/seedream-4-5 --input '{
  "prompt": "product packshot, leather wallet standing upright at slight angle on pure white background #FFFFFF, soft even studio lighting, no shadows, e-commerce product photography, Amazon listing style, clean sharp focus",
  "size": "2K"
}'
```

**Amazon Requirements:**
- Pure white background (RGB 255, 255, 255)
- Product fills 85%+ of frame
- No props, text, logos, or watermarks
- Minimum 1000px on longest side (1600px+ recommended for zoom)
- JPEG or PNG, sRGB color

### 3. Lifestyle Shot

Product in context — shows how it's used or where it belongs.

```bash
belt app run bytedance/seedream-4-5 --input '{
  "prompt": "lifestyle product photography, premium coffee mug on rustic wooden table beside an open book and reading glasses, morning sunlight streaming through window, cozy home atmosphere, shallow depth of field, warm tones, editorial style",
  "size": "2K"
}'
```

### 4. Scale Shot

Shows product size relative to familiar objects or human hands.

```bash
belt app run falai/flux-dev-lora --input '{
  "prompt": "product scale photography, compact portable speaker held in one hand, person showing how small and portable it is, clean blurred background, natural lighting, lifestyle tech photography",
  "width": 1024,
  "height": 1024
}'
```

### 5. Detail / Close-Up Shot

Highlights texture, material quality, or specific features.

```bash
belt app run bytedance/seedream-4-5 --input '{
  "prompt": "extreme close-up product detail, premium leather bag stitching and grain texture, macro photography, shallow depth of field, soft directional lighting highlighting texture, luxury product photography, editorial quality",
  "size": "2K"
}'
```

### 6. Group / Collection Shot

Multiple products or variants together.

```bash
belt app run bytedance/seedream-4-5 --input '{
  "prompt": "product collection flat lay photography, three skincare bottles arranged in triangular composition on marble surface, minimal props, soft overhead lighting, beauty product photography, editorial style, coordinated brand aesthetic",
  "size": "2K"
}'
```

## Camera Angles

| Angle | Best For | Prompt Keyword |
|-------|----------|---------------|
| **Eye level** | Most products, relatable | "eye level shot", "straight on" |
| **Slight above (30°)** | Flat lay, food, cosmetics | "overhead angle", "45 degree angle" |
| **Bird's eye (90°)** | Flat lay compositions | "flat lay", "top down", "overhead" |
| **Low angle** | Making products look powerful/premium | "low angle", "looking up at product" |
| **3/4 angle** | Most versatile, shows depth | "three-quarter view", "slight angle" |

## Lighting Setups

| Setup | Look | Prompt Keywords |
|-------|------|----------------|
| **Soft box (diffused)** | Even, minimal shadows | "soft studio lighting", "diffused light" |
| **Rim/edge lighting** | Dramatic outline glow | "rim lighting", "edge light", "backlit" |
| **Natural window** | Warm, authentic, lifestyle | "natural window light", "golden hour" |
| **Hard directional** | Strong shadows, editorial | "dramatic directional lighting", "hard shadow" |
| **Flat/even** | E-commerce, no shadows | "even lighting", "no shadows", "flat light" |

## Shadow Types

| Shadow | Effect | When to Use |
|--------|--------|-------------|
| **No shadow** | Clean, floating | Amazon/e-commerce requirements |
| **Contact shadow** | Tiny shadow where product meets surface | Grounded but clean |
| **Drop shadow** | Soft shadow below product | Adds depth, professional |
| **Dramatic shadow** | Long, directional shadow | Editorial, luxury, mood |
| **Reflection** | Mirror-like surface below | Tech, luxury, premium feel |

## Background Guide

| Background | Best For | Prompt Keywords |
|------------|----------|----------------|
| Pure white (#FFFFFF) | E-commerce, marketplaces | "pure white background"

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

npx skills add inference-sh/skills@ai-image-generation
npx skills add inference-sh/skills@flux-image
npx skills add inference-sh/skills@prompt-engineering

git clone https://github.com/magentosh/skills
git -C skills checkout 4599ef28a2a7

Works in

1. 2026-10-31
   ✓SAFE B 89 / 100

   first audit · source 4599ef28a2a7

Questions about product-photography

• github.com/magentosh/skills/tree/main/guides/photo/product-photo — the audited source at commit 4599ef28a2a7 and every finding aboveObserved · 31 Oct 2026

Spotted something wrong? Report a correction · Methodology