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Audit score 70

product-photography

halt-catch-fire/skills

Generate professional product photography with AI—hero shots, packshots, lifestyle images, and e-commerce sets.

What is product-photography?

Create studio-quality product images using AI image generation via the inference.sh CLI. Covers hero shots, packshots (white background), lifestyle photography, detail shots, and complete e-commerce image sets with proper lighting, angles, backgrounds, and composition rules.

  • Generate hero shots with studio lighting and professional composition
  • Create pure white background packshots meeting Amazon and marketplace requirements
  • Produce lifestyle shots showing products in real-world context
  • Generate detail/close-up shots highlighting texture and craftsmanship
  • Create scale reference shots showing product size relative to hands or objects
  • Compose group and collection shots with multiple product variants

How to install product-photography

npx skills add https://github.com/halt-catch-fire/skills --skill product-photography
Prerequisites
  • inference.sh CLI (belt) installed
  • belt login credentials configured
  • Access to inference.sh image generation models (bytedance/seedream-4-5, falai/flux-dev-lora)
Claude Code
Cursor
Windsurf
Cline

How to use product-photography

  1. 1.Install the belt CLI skill via npx skills add belt-sh/cli
  2. 2.Run belt login to authenticate with inference.sh
  3. 3.Choose your shot type (hero, packshot, lifestyle, detail, scale, or group)
  4. 4.Customize the prompt with your specific product details, materials, and style
  5. 5.Execute the belt app run command with your customized prompt and size parameter
  6. 6.For complete e-commerce sets, run multiple commands in sequence for positions 1-9

Use cases

Good for
  • Generate primary listing images for e-commerce platforms (Amazon, Shopify)
  • Create complete 7-9 image product photography sets for online stores
  • Produce lifestyle and context shots for social media and marketing
  • Generate packshots with exact white background specifications for marketplaces
  • Create detail and texture shots to showcase product quality and materials
Who it's for
  • E-commerce sellers and marketplace managers
  • Product marketing and content teams
  • Small business owners managing online stores
  • Photographers and creative professionals
  • Amazon and Shopify store operators

product-photography FAQ

What background should I use for Amazon listings?

Pure white background (RGB 255, 255, 255) is required. Use the prompt keyword 'pure white background #FFFFFF' and ensure the product fills 85%+ of the frame with no shadows, props, text, or watermarks.

How do I create a complete product photography set?

Generate 7-9 images in order: hero packshot, lifestyle shot, feature callout, scale reference, detail close-up, alternate angle, infographic, packaging, and social proof. Each serves a specific purpose in the e-commerce listing.

What lighting setup works best for product photography?

For e-commerce, use soft diffused lighting with no shadows. For hero shots, use rim/edge lighting for drama. For lifestyle, natural window light works well. Include prompt keywords like 'soft studio lighting', 'rim lighting', or 'natural window light'.

How should I position the product in the frame?

For packshots/e-commerce, center the product dead-center. For hero shots, use a slight 15-30 degree angle and fill 80% of frame. For lifestyle, apply rule of thirds by placing the product at intersection points.

What models should I use for different shot types?

Use bytedance/seedream-4-5 for most product shots (hero, packshot, lifestyle, detail, group). Use falai/flux-dev-lora for scale shots with human hands. Both support 2K size output for high-quality e-commerce images.

Full instructions (SKILL.md)

Source of truth, from halt-catch-fire/skills.


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"
}'
RuleWhy
Product fills 80% of frameMaximizes visual impact
Slight angle (15-30 degrees)Adds dimension vs flat front-on
One hero light + fillCreates depth without harsh shadows
Neutral or brand-color backgroundKeeps 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

AngleBest ForPrompt Keyword
Eye levelMost 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 angleMaking products look powerful/premium"low angle", "looking up at product"
3/4 angleMost versatile, shows depth"three-quarter view", "slight angle"

Lighting Setups

SetupLookPrompt Keywords
Soft box (diffused)Even, minimal shadows"soft studio lighting", "diffused light"
Rim/edge lightingDramatic outline glow"rim lighting", "edge light", "backlit"
Natural windowWarm, authentic, lifestyle"natural window light", "golden hour"
Hard directionalStrong shadows, editorial"dramatic directional lighting", "hard shadow"
Flat/evenE-commerce, no shadows"even lighting", "no shadows", "flat light"

Shadow Types

ShadowEffectWhen to Use
No shadowClean, floatingAmazon/e-commerce requirements
Contact shadowTiny shadow where product meets surfaceGrounded but clean
Drop shadowSoft shadow below productAdds depth, professional
Dramatic shadowLong, directional shadowEditorial, luxury, mood
ReflectionMirror-like surface belowTech, luxury, premium feel

Background Guide

BackgroundBest ForPrompt Keywords
Pure white (#FFFFFF)E-commerce, marketplaces"pure white background"
Light grey gradientHero shots, premium"gradient background white to grey"
Marble/stoneLuxury, beauty, jewelry"marble surface"
Wood/rusticArtisan, food, natural products"rustic wooden table"
Colored (brand)Brand consistency"background color [hex]"
Lifestyle environmentContext shots"kitchen counter", "desk", "bathroom shelf"

Composition Rules

RuleApplication
Rule of thirdsPlace product at intersection points for lifestyle shots
Center dominantE-commerce/packshots — product dead center
Negative spaceLeave room for text overlay if marketing use
Leading linesUse table edges, shadows to draw eye to product
Odd numbersGroups of 3 or 5 products look better than 2 or 4
Triangle compositionArrange 3 items in a triangle for balance

E-Commerce Image Set

A complete product listing needs 7-9 images in this order:

PositionImage TypePurpose
1Hero / packshotPrimary listing image, white background
2LifestyleProduct in use/context
3Feature calloutKey feature highlighted
4Scale referenceSize in hand or next to known object
5Detail close-upMaterial quality, craftsmanship
6Alternate angleBack or side view
7InfographicDimensions, specs, what's included
8PackagingUnboxing experience
9Social proofRating 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

MistakeProblemFix
Busy backgroundsProduct gets lostClean, simple backgrounds — product is the star
Flat front-on angleLooks like a mugshotSlight 15-30° angle adds dimension
Wrong lighting for categoryTech on rustic wood, food in cold lightMatch lighting to product category conventions
Too many propsDistracts from productMax 2-3 supporting props for lifestyle shots
Inconsistent style across setLooks unprofessionalSame lighting setup, same background family
No scale referenceCustomers can't judge sizeInclude at least one shot with hands or known objects
Low resolutionCan't zoom, looks amateurGenerate at 2K+ and upscale if needed
Perfectly centered everythingStatic, boring layoutUse 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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