product-photography
101-skills/superpowers
Generate professional product photography with AI—studio lighting, packshots, lifestyle shots, and e-commerce images.
What is product-photography?
Create polished product images using AI image generation via the inference.sh CLI. Covers hero shots, packshots with white backgrounds, lifestyle photography, lighting setups, camera angles, and complete e-commerce image sets for marketplaces like Amazon and Shopify.
- Generate hero shots with professional studio lighting and composition
- Create pure white background packshots meeting Amazon and marketplace requirements
- Produce lifestyle shots showing products in real-world context
- Generate detail close-ups highlighting texture and material quality
- Build complete e-commerce image sets (7-9 images) for product listings
- Apply lighting setups (soft box, rim lighting, natural window, dramatic directional)
How to install product-photography
npx skills add https://github.com/101-skills/superpowers --skill product-photography- Install the belt CLI skill: npx skills add belt-sh/cli
- Run belt login to authenticate with inference.sh
- Access to inference.sh API (bytedance/seedream-4-5 or falai/flux-dev-lora models)
How to use product-photography
- 1.Install belt CLI and authenticate with belt login
- 2.Choose a shot type (hero, packshot, lifestyle, detail, scale, or group)
- 3.Craft a prompt using the provided templates and keywords for lighting, angle, background, and style
- 4.Run belt app run with your chosen model and prompt parameters
- 5.Adjust size (2K recommended) and other parameters based on your needs
- 6.Generate multiple variations and angles to build a complete e-commerce set
Use cases
- Creating primary product images for e-commerce listings on Amazon, Shopify, or other marketplaces
- Generating lifestyle photography showing how a product is used in context
- Producing packshots with pure white backgrounds meeting strict e-commerce requirements
- Creating detail shots to highlight material quality and craftsmanship
- Building complete product photography sets for new product launches
- E-commerce sellers and product managers
- Marketing and creative teams building product catalogs
- Small business owners launching products online
- Product photographers exploring AI-assisted workflows
- Amazon and marketplace listing managers
product-photography FAQ
Pure white background (RGB 255, 255, 255) with the product filling 85%+ of the frame. Include a subtle contact shadow or no shadow at all. Minimum 1000px on longest side; 1600px+ recommended for zoom functionality.
A complete set includes 7-9 images: hero packshot, lifestyle shot, feature callout, scale reference, detail close-up, alternate angle, infographic with specs, packaging/unboxing, and social proof. Start with at least 3-4 key images.
A hero shot is aspirational with creative lighting and composition (gradient backgrounds, rim lighting, slight angles). A packshot is a strict e-commerce format with pure white background, no shadows, and product centered and filling 85%+ of frame.
Use soft diffused lighting for even, professional looks; rim/edge lighting for dramatic premium feel; natural window light for lifestyle authenticity; hard directional for editorial mood; and flat/even lighting for e-commerce requirements.
Yes, use the group/collection shot type with prompts specifying odd numbers (3 or 5 items) arranged in triangular composition. This works well for skincare sets, color variants, or product families.
Full instructions (SKILL.md)
Source of truth, from 101-skills/superpowers.
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 CLI.
Quick Start
Requires inference.sh CLI (
belt). Install instructions
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.
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.
# 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.
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.
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.
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.
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" |
| Light grey gradient | Hero shots, premium | "gradient background white to grey" |
| Marble/stone | Luxury, beauty, jewelry | "marble surface" |
| Wood/rustic | Artisan, food, natural products | "rustic wooden table" |
| Colored (brand) | Brand consistency | "background color [hex]" |
| Lifestyle environment | Context shots | "kitchen counter", "desk", "bathroom shelf" |
Composition Rules
| Rule | Application |
|---|---|
| Rule of thirds | Place product at intersection points for lifestyle shots |
| Center dominant | E-commerce/packshots — product dead center |
| Negative space | Leave room for text overlay if marketing use |
| Leading lines | Use table edges, shadows to draw eye to product |
| Odd numbers | Groups of 3 or 5 products look better than 2 or 4 |
| Triangle composition | Arrange 3 items in a triangle for balance |
E-Commerce Image Set
A complete product listing needs 7-9 images in this order:
| Position | Image Type | Purpose |
|---|---|---|
| 1 | Hero / packshot | Primary listing image, white background |
| 2 | Lifestyle | Product in use/context |
| 3 | Feature callout | Key feature highlighted |
| 4 | Scale reference | Size in hand or next to known object |
| 5 | Detail close-up | Material quality, craftsmanship |
| 6 | Alternate angle | Back or side view |
| 7 | Infographic | Dimensions, specs, what's included |
| 8 | Packaging | Unboxing experience |
| 9 | Social proof | Rating overlay or lifestyle with caption |
# Generate a complete e-commerce set
# 1. Hero packshot
belt app run bytedance/seedream-4-5 --input '{
"prompt": "product packshot, premium bluetooth speaker on pure white background, slight angle, soft studio lighting, subtle contact shadow, e-commerce photography, sharp, 4K",
"size": "2K"
}' --no-wait
# 2. Lifestyle
belt app run bytedance/seedream-4-5 --input '{
"prompt": "lifestyle product photography, bluetooth speaker on poolside table, summer setting, sunglasses and drink nearby, warm natural light, vacation vibes, editorial style",
"size": "2K"
}' --no-wait
# 3. Detail
belt app run bytedance/seedream-4-5 --input '{
"prompt": "extreme close-up of speaker grille texture and premium materials, macro product photography, soft lighting, showing build quality, sharp detail",
"size": "2K"
}' --no-wait
# 4. Scale
belt app run falai/flux-dev-lora --input '{
"prompt": "person holding compact bluetooth speaker in one hand, showing portable size, clean blurred background, natural light, lifestyle tech photography",
"width": 1024,
"height": 1024
}' --no-wait
Product Categories
Food & Beverage
Key: overhead angles, natural light, visible texture, steam/freshness cues
Prompt add: "food photography, appetizing, fresh, natural daylight, shallow depth of field"
Avoid: artificial-looking colors, perfectly symmetrical plating (looks fake)
Jewelry & Accessories
Key: macro detail, reflective surfaces, black or gradient backgrounds
Prompt add: "jewelry photography, macro, sparkle, reflective surface, luxury"
Avoid: flat lighting (kills sparkle), busy backgrounds
Electronics & Tech
Key: clean lines, dark or gradient backgrounds, rim lighting
Prompt add: "tech product photography, sleek, modern, rim lighting, premium"
Avoid: warm/rustic backgrounds (wrong aesthetic)
Cosmetics & Beauty
Key: flat lay or slight angle, marble/clean surfaces, soft pastels
Prompt add: "beauty product photography, clean, minimal, soft light, editorial"
Avoid: harsh shadows, dark moody lighting (unless luxury/niche)
Apparel & Fashion
Key: on model or flat lay, lifestyle context, brand mood
Prompt add: "fashion photography, editorial, styled, natural pose"
Avoid: pure white background for lifestyle (save for e-commerce only)
Image Editing Workflow
# Generate base product image
belt app run bytedance/seedream-4-5 --input '{
"prompt": "premium headphones on white background, studio product photography",
"size": "2K"
}'
# Edit: change background to lifestyle
belt app run bytedance/seededit-3-0-i2i --input '{
"prompt": "change the background to a modern minimalist desk setup with warm afternoon light, keep the headphones exactly the same",
"image": "headphones-white.png"
}'
# Upscale for print
belt app run falai/topaz-image-upscaler --input '{
"image": "headphones-lifestyle.png"
}'
Common Mistakes
| Mistake | Problem | Fix |
|---|---|---|
| Busy backgrounds | Product gets lost | Clean, simple backgrounds — product is the star |
| Flat front-on angle | Looks like a mugshot | Slight 15-30° angle adds dimension |
| Wrong lighting for category | Tech on rustic wood, food in cold light | Match lighting to product category conventions |
| Too many props | Distracts from product | Max 2-3 supporting props for lifestyle shots |
| Inconsistent style across set | Looks unprofessional | Same lighting setup, same background family |
| No scale reference | Customers can't judge size | Include at least one shot with hands or known objects |
| Low resolution | Can't zoom, looks amateur | Generate at 2K+ and upscale if needed |
| Perfectly centered everything | Static, boring layout | Use rule of thirds for lifestyle, center only for packshots |
Related Skills
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
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