Dropship Product Pipeline

End-to-end dropship product lifecycle pipeline. CJ Dropshipping sourcing → margin check → Flux Kontext AI hero image → WooCommerce publish → CJ supplier mapping for auto-fulfillment.

skill-dropship-product-pipeline v1.0.0

Full end-to-end dropship product lifecycle — from CJ Dropshipping search to a live WooCommerce listing with an AI-generated hero image.

Pipeline Steps

1. CJ Sourcing — Keyword search or direct product ID. Margin check (min 40%). Variant extraction.
2. Hero Image — Flux Kontext Dev (fal-ai/flux-kontext/dev) using the real CJ product photo as reference. Lifestyle background, product in active use, warm mood, 1:1 square.
3. WooCommerce Publish — Upload hero + gallery images, create product, set price/SKU.
4. CJ Mapping — Add product to your cj-supplier-selection.json for auto-fulfillment via skill-dropshipping-fulfillment.

Pipeline ends at WooCommerce publish. Video creation is a separate step — use skill-tiktok-video-pipeline.

Usage

bash

# Source by keyword — finds best margin product
node scripts/pipeline.js --keyword "ring light" --sell-price 89

# Source by CJ product ID — skip sourcing step
node scripts/pipeline.js --cj-pid 2603020206551636100 --sell-price 69

# Dry run — skip WooCommerce publish (test mode)
node scripts/pipeline.js --keyword "desk lamp" --sell-price 99 --dry-run

Options

Flag	Required	Description
--keyword	✅ (or --cj-pid)	CJ search keyword
--cj-pid	✅ (or --keyword)	Known CJ product ID, skips search
--sell-price	✅	Selling price in your local currency
--dry-run	❌	Skip WooCommerce publish
--lang	❌	Language: en, ar, both (default: en)
--min-margin	❌	Minimum margin % (default: 40)

Credentials Setup

Create credential files or use environment variables:

bash

# CJ Dropshipping
export CJ_ACCESS_TOKEN="your-cj-token"

# WooCommerce
export WOO_URL="https://yourstore.com"
export WOO_KEY="ck_..."
export WOO_SECRET="cs_..."

# WordPress media upload
export WP_URL="https://yourstore.com"
export WP_USER="your-wp-username"
export WP_APP_PASS="your-app-password"

# AI services
export FAL_KEY="your-fal-key"        # Flux Kontext hero image
export OPENAI_API_KEY="your-key"     # GPT-4o fallback for hero

Hero Image Standard

• Model: Flux Kontext Dev (fal-ai/flux-kontext/dev)
• Method: Real CJ product photo as image_url input — product appearance locked from frame 1
• Style: Lifestyle background, product in active use, shallow DOF, warm mood, 1:1 square
• Fallback: GPT-4o images/edits if Flux fails

Output Files

• hero-{slug}.jpg — Product hero (Flux Kontext or GPT-4o fallback)
• pipeline-result-{slug}.json — WooCommerce product ID, CJ mapping, cost/margin breakdown

Economics

• Min margin default: 40%
• Hero image cost: ~$0.05–0.10 per product (Flux Kontext)
• Total pipeline cost per product: under $0.20

Recommended Stack

For the full dropship automation stack:

1. This skill — source + list products
2. skill-tiktok-video-pipeline — create video ads
3. skill-dropshipping-fulfillment — auto-fulfill orders via CJ
4. skill-woocommerce-stock-monitor — OOS alerts