Sirv E-commerce Workflows

Product imagery operations from processing to publishing: AI Studio processes images, Sirv stores and delivers them, and the MCP tools below push results into Shopify, run saved pipelines, and enforce marketplace/supplier standards.

Prerequisite: the sirv-ai MCP server (setup in ../sirv-ai-studio/SKILL.md). Processing tools themselves (remove background, upscale, lifestyle, alt text) are documented there; this skill covers the store-facing layer.

Default Workflow

1. Check the connection state before promising anything: sirv_shopify_status returns connected, valid, and needsReconnect - if not connected/valid, stop and have the user connect the store in Sirv AI Studio.
2. Get products into the PIM when working catalog-wide: sirv_sync_shopify_products imports products and images from Shopify into Sirv AI Studio (inbound only; max 500 per call, default 100).
3. Process images per ../sirv-ai-studio/SKILL.md (single tools) or run a saved pipeline with sirv_execute_workflow for repeatable multi-step jobs.
4. Validate against marketplace rules before publishing: image review presets (Amazon, eBay, Shopify, Walmart) and sirv_run_supplier_autofix for automated correction.
5. Push results to the store with sirv_push_image_to_shopify - choose the upload_strategy deliberately (see below).
6. Verify in the store: image visible on the product, correct position/featured state, alt text present.

Shopify Tools

All accept optional orgId (UUID) - omitted means the default organization.