Bria E-commerce — Product Catalog Builder

SkillMedia

End-to-end e-commerce product catalog generation — turn a folder of raw product photos into clean packshots, product cutouts, Amazon-style dimensions images, lifestyle scenes, and marketplace-ready listing variants for Amazon, Shopify, and Etsy. Powered by Bria.ai's product pipeline. Use when building a product catalog, batch-processing product photos, or creating packshots, cutouts, dimension images, lifestyle shots, or marketplace-compliant listing images at scale.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Bria E-commerce — Product Catalog Builder skill

What this skill tells your AI

The instructions your AI receives, as published by bria-ai/bria-skill in skills/ecommerce/SKILL.md and read by ahel’s review.

The full e-commerce product-catalog pipeline now lives in the bria-ai skill, alongside all other Bria image capabilities (generation, editing, background removal, upscaling, and more). This keeps one place to authenticate and one set of helpers to maintain.

Use the bria-ai skill for all product-catalog work. It contains:

  • Batch catalog pipelinebuild_catalog.py: a folder of raw product photos → per-product cutout, packshot, dimensions image, lifestyle scenes, and marketplace variants.
  • Marketplace variantsexport_variants.py + Marketplace Presets: Amazon / Shopify / Etsy specs (background, aspect ratio, product fill, min resolution).
  • Product endpoints — cutout, packshot, shadow, lifestyle shot (by text or image), product integrate, and Amazon-style product dimensions images (with dual cm / in callouts, weight, and capacity).
  • Listing copy scaffold — a listing.json per product for SEO title, description, bullets, and tags.

See the bria-ai skill's "Product Catalog Pipeline (batch)" section and its API Endpoints Reference for full details.

Related Skills

  • bria-ai — the main skill; contains the full product-catalog pipeline and all image capabilities
  • image-utils — Pillow-based resize/crop/composite (used by the variant exporter)

Signals

GitHub stars
67
Forks
6
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
ecommerce
Source
github.com/bria-ai/bria-skill