Product Enrichment Skill

The core skill of the Autonord platform. Transforms a bare product listing into a rich, TAYA-compliant product page.

Pipeline Steps

1. •UniversalRAG — Search verified info from whitelisted sources (manufacturer sites, trusted retailers)
2. •RagAdapter — Transform RAG output into TwoPhaseQA input format
3. •TwoPhaseQA — Extract atomic facts (Simple QA) and generate reasoning (Complex QA)
4. •AI Enrichment V3 — Generate full product content (description, pros, cons, FAQs, accessories)
5. •TAYA Police — Validate content against philosophy rules, fix violations
6. •ImageAgent V4 — Find high-quality product image from trusted sources
7. •Shopify Update — Save HTML + Metafields + Image with ALT text

Payload Format

{
  productId: string;
  title: string;
  vendor: string;
  productType: string;
  sku: string | null;
  barcode: string | null;
  tags: string[];
  price?: string;
}

Output Metrics

• •RAG sources queried and success rate
• •QA verified facts count
• •V3 confidence score
• •Image found (source and method)
• •TAYA violations fixed
• •Pros/cons/FAQs counts

Triggers

• •webhook: Shopify product create/update
• •cron: Batch processing of unenriched products
• •manual: Single product enrichment from Admin Dashboard