dvcrn 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
- CJ Sourcing — Keyword search or direct product ID. Margin check (min 40%). Variant extraction.
- 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. - WooCommerce Publish — Upload hero + gallery images, create product, set price/SKU.
- CJ Mapping — Add product to your
cj-supplier-selection.jsonfor auto-fulfillment viaskill-dropshipping-fulfillment.
Pipeline ends at WooCommerce publish. Video creation is a separate step — use skill-tiktok-video-pipeline.
Usage
# 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:
# 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_urlinput — product appearance locked from frame 1 - Style: Lifestyle background, product in active use, shallow DOF, warm mood, 1:1 square
- Fallback: GPT-4o
images/editsif 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:
- This skill — source + list products
- skill-tiktok-video-pipeline — create video ads
- skill-dropshipping-fulfillment — auto-fulfill orders via CJ
- skill-woocommerce-stock-monitor — OOS alerts