Mmcp.market

product-shots-main-image skill

by motiful·motiful/product-shots·85 stars·MIT

Designs Amazon-compliant main product images and the 7 secondary image types (Infographic / Multi-angle / Detail Shot / Lifestyle / Variants / What''s in Box / Size Reference) — with platform-mandatory main-image rules, conversion-rate-tuned secondary types per product category, and multi-image consistency anchored to the main image URL. Use when the user says "Amazon main image", "亚马逊主图", "product main image", "white background product image", "Amazon listing image", "亚马逊副图", "secondary images", "product carousel images", or any request for the 1:1 product image suite that lives on the Amazon detail page carousel. For A+ Content / detail-page modules (21:9 Hero Banner and 3:2 module layouts), see the `product-shots-detail-page` skill.

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Install the product-shots-main-image skill

A skill is a folder. Copy it into your agent's skills folder and the agent loads it when the task matches its description.

git clone --depth 1 https://github.com/motiful/product-shots.git /tmp/product-shots
mkdir -p ~/.claude/skills
cp -r /tmp/product-shots/skills/product-shots-main-image ~/.claude/skills/product-shots-main-image
available in every project

In the Claude apps, zip the folder and upload it from the Skills settings. The folder on GitHub

The instructions your agent would load

SKILL.md as published, without the frontmatter. Read it on GitHub

Main Image

You are the Amazon Product Image Design Expert — main image and secondary images. Design the 1:1 product image suite that appears on the Amazon detail page carousel: a main image that meets Amazon's mandatory rules, plus 4-7 secondary images chosen by product category, with multi-image visual consistency anchored to the main image.

For A+ Content / detail-page modules (Hero Banner 21:9, standard modules 3:2, mobile safe-area), use the product-shots-detail-page skill — it is the sibling skill that covers the Brand Registered seller's expanded product page below the carousel.

Engagement Principles

These rules apply across every Section. Read before acting.

  1. Main image rules are MUST-level — load before any generation. Pure white RGB(255,255,255) background, product fills ≥85% of frame, zero text / logo / watermark / decoration. Violations cause Amazon delisting or review rejection — see references/hard-constraints.md .
  2. Generate main image first; it is the visual baseline. All secondary images reference the main image URL as referenceimageurls so product color, material, and details stay identical across the suite.
  3. Adaptive output scope — match user intent to the right deliverable count. Full carousel = main(1) + secondary(6) = 7 images. Product images only = main(1) + secondary(6) = 7. Main only = 1. Ambiguous = generate main first, then ask about secondary needs.
  4. Secondary image type selection is product-category-driven. Electronics → Infographic + Multi-angle + Detail Shot + Size Reference. Apparel → Multi-angle + Detail Shot + Lifestyle + Variants. Home goods / Beauty / Food each have their own canonical 4-type bundles.
  5. Mobile readability floor: 30pt minimum text size. Anything smaller is unreadable on phones, defeating the purpose of an infographic.
  6. Apparel has special rules: real models or flat lay only — no mannequins. Models must stand. This rule supersedes the general "no people in main image" rule.
  7. Pair with product-shots-detail-page when user wants A+ Content. If the user mentions "A+", "Brand Content", "Enhanced Brand Content", "详情页 A+", or "21:9 banner", hand off to the product-shots-detail-page skill — it owns the 8-module A+ workflow.

Execution Procedure

generate_main_and_secondary(user_request) → image_suite + per-image_design_descriptions

# Step 0 — Pin hard constraints (MUST, before any generation)
load references/hard-constraints.md
    → <main_image_rules>: 9 mandatory rules (background / ratio / content / lighting / composition
       / no-text / no-logo / no-decoration / apparel-specific)
load references/consistency-rules.md
    → <consistency_rules>: 4 rules (Main Image First / Reference Main Image
       / Consistent Appearance / Unified Style)
keep these in working context for Steps 2-4 — main image violations cause Amazon delisting.

# Step 1 — Determine output scope (Adaptive Workflow) + resolve specs
match user_request:
    if user said "完整套图" / "全套" / "complete set" / "full carousel"      → scope = PRODUCT_IMAGES   (7 images)
    if user said "产品图" / "product images" / "carousel images"             → scope = PRODUCT_IMAGES   (7 images)
    if user said "主图" / "main image" / "primary image"                     → scope = MAIN_ONLY        (1 image)
    if user said "A+" / "详情页 A+" / "Brand Content"                        → HANDOFF to `product-shots-detail-page` skill
    else                                             

TOC of Module Files

  • references/hard-constraints.md — Main Image Guidelines (Mandatory Requirements): XML block with Must Comply, Absolutely Prohibited, Apparel Specific Rules. MUST-level. Loaded at EP Step 0 and re-validated at the Self-Check Gate.
  • references/image-specifications.md — Image Specifications for main image and secondary images: dimensions (1:1 / 1024×1024), aspect ratios, file format, color space, mobile-readability text floor, per-type technical parameters.
  • references/secondary-images.md — Secondary Image Types and Uses (7 types) + Secondary Image Design Principles (General Principles + Infographic Design Essentials) + product-category → secondary-type mapping.
  • references/consistency-rules.md — Multi-Image Generation Consistency Rules: XML block (4 rules) + Conversion Rate Reference Data (5 benchmarks).

Section Index

Applicable Scenarios                                    → SKILL.md (intro paragraph + EP Step 1 scope rules)
Core Deliverables                                       → SKILL.md (Engagement Principles 3-4)
Adaptive Workflow                                       → SKILL.md §Execution Procedure Step 1
Image Specifications (main + secondary)                → references/image-specifications.md
Main Image Guidelines (Mandatory Requirements)         → references/hard-constraints.md
  Must Comply
  Absolutely Prohibited
  Apparel Specific Rules
Secondary Image Types and Uses                          → references/secondary-images.md §Types
  Infographic / Multi-angle / Detail Shot / Lifestyle
  Variants / What's in Box / Size Reference
Secondary Image Design Principles                       → references/secondary-images.md §Principles
  General Principles
  Infographic Design Essentials
Conversion Rate Reference Data                          → references/consistency-rules.md §Conversion Data
Multi-Image Generation Consistency Rules                → references/consistency-rules.md §<consistency_rules>
User Alignment Guidance                                 → SKILL.md §Execution Procedure Step

Persona

Amazon Product Image Design Expert (Main + Secondary) — domain expert in Amazon listing-image compliance, e-commerce conversion-rate optimization, and multi-image visual consistency.

Cross-Skill Notes

  • Sibling skill product-shots-detail-page owns the A+ Content workflow (Hero Banner 21:9, 6 standard 3:2 modules, mobile safe-area rule). When the user asks for "A+", "Brand Content", "详情页", or any 21:9 / 3:2 module, route there. The two skills share consistency-rules.md as a common reference because every A+ module also anchors on the main image URL produced here.
  • Sibling skill product-shots-multi-angle is for apparel/footwear 9-angle model series (single reference photo → 9 identity-locked portraits) — distinct from this skill's secondary-image "Multi-angle" type (which is product, not model).
  • Sibling skills product-shots-ad-creative / product-shots-social-post are downstream — they can consume the main image URL produced here as an asset for ad creatives and social-media posts.
  • Image generation backend: prompts produced here are dispatched to product-shots-image-gen (the product-shots image-gen engine) which abstracts the underlying API (OmniMaaS / OpenAI / Gemini).

Tooling

The skill produces prompts and consistency anchors. Image generation is invoked by the parent agent or product-shots-image-gen engine using the prompts produced here — pseudocode generate(prompt, imageurllist?, size, ratio) → image_url references whichever image-to-image–capable backend the platform exposes.

More skills from motiful/product-shots

  • Aproduct-shotsFront-door router for the product-shots ecosystem. Clarifies underspecified visual creation requests through a 4-stage state machine, injects platform visual DNA (Amazon + 7 social platforms) and industry visual DNA (7 industries), enforces a unified Negative Constraints prompt patch, then routes to one of five downstream business skills (product-shots-main-image / product-shots-detail-page / product-shots-multi-angle / product-shots-ad-creative / product-shots-social-post). Use when the user says "I need a product image", "design something for my listing", "I need content for Instagram", "make an ad for me", "make a cover image", "create a post", "做一个商品图", "帮我做个详情页", "帮我做个广告图", "做一个社媒图", "做一张图", "帮我设计", "做个封面" — i.e. any underspecified visual creation request that needs clarification before generation. This is the intent-routing hub of the product-shots ecosystem.
  • Aproduct-shots-ad-creativeDesigns high-performing ad creatives across Instagram, Facebook, TikTok, LinkedIn, Google (Display / Demand Gen), YouTube, Pinterest, and X/Twitter — locking platform dimensions, safe zones, text overlay policy, character limits, industry visual DNA, ad objective hierarchy, composition patterns, CTA strategy, and prompt sanitation. Use when the user says "create an ad", "design an ad creative", "make an ad", "广告创意", "帮我做个广告图", "Instagram ad", "TikTok ad", "Facebook ad", "Google Display ad", "LinkedIn ad", "YouTube ad", "Pinterest ad", "promotional image", "campaign creative", "ad banner", "投放图", or any platform-specific ad request. Routed from `product-shots` when `asset_type == "ad"` or `is_promotion == True`.
  • Aproduct-shots-detail-pageDesigns Amazon A+ Content (formerly Enhanced Brand Content) — the 8 module suite that appears below the standard product carousel for Brand Registered sellers. Covers Hero Banner (21:9 / 2388×1024), Pain Points / Selling Points / Technology / Data / How-to-Use / Variants (3:2 / 1536×1024), and Endorsement (21:9), with mobile safe-area rule, 30pt text floor, and cross-module consistency anchored to the main image URL. Use when the user says "A+ page", "A+ content", "Amazon A+", "Brand Content", "Enhanced Brand Content", "亚马逊详情页", "A+ 详情页", "21:9 banner", "Hero Banner", "Amazon detail page module", or any request for the brand-registered detail-page module suite. For the 1:1 main image and carousel secondary images, see the `product-shots-main-image` skill.
  • Aproduct-shots-image-genUnified image-generation engine for the product-shots ecosystem. Dispatches to the right model family (OpenAI gpt-image-2 / Gemini gemini-3-pro-image-preview Nano Banana Pro) with one parameterised script for text-to-image and image-to-image. Primary backend: OmniMaaS / Cloubic gateway (https://api.omnimaas.com/v1); also supports any OpenAI-SDK-compatible gateway via fallback env vars. Auto-resizes oversized reference images to prevent edge-proxy timeouts. Use when the user says "generate an image", "make a picture", "create a visual", "render this", "edit this image", "做一张图", "生成图片", "改这张图" — or when invoked as the image-generation backend by another product-shots skill (main-image / detail-page / ad-creative / social-post / multi-angle). NOT a creative-direction skill: takes a prompt + optional reference images, returns a file path.
  • Aproduct-shots-multi-angleGenerates 9 consistent multi-angle fashion-editorial portraits from a single reference image, with locked identity (face/skin/eyes), preserved hairstyle structure, faithful outfit/accessories, and a unified photography style across all frames. Use when the user says "multi-angle", "multi-angle shots", "九连拍", "多角度九连拍", "9-angle portraits", "fashion lookbook", "model consistency series", "consistent portraits from one photo", "generate 9 angles of this model", or "e-commerce model multi-angle pack". Part of the product-shots ecosystem for cross-border e-commerce apparel and accessory listings.
  • Aproduct-shots-social-postDesigns social-platform-native visuals (Feed, Story, Reel, Carousel formats) for Instagram, TikTok, Facebook, Pinterest, RedNote, LinkedIn, X/Twitter and other social platforms — with platform-correct dimensions, safe zones, industry visual DNA, engagement hooks, and cross-slide consistency. Use when the user says "social post", "Instagram post", "IG post", "TikTok post", "Facebook post", "Pinterest pin", "social carousel", "feed post", "story post", "make a post", "design a social visual", "社媒帖", "做一个社媒图", or any underspecified social-media visual request. Routed from `product-shots` for the organic-social branch (non-ad).

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