product-content-enrichment

Generate product descriptions, extract attributes, and tag images using AI with human review workflows.

3|1|Updated Mar 21, 2026
One-click install
npx skills add https://github.com/tomtoto757/ecomm-ai-team --skill product-content-enrichment-tomtoto757
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: product-content-enrichment
Source: https://github.com/tomtoto757/ecomm-ai-team/tree/main/skills/catalog-inventory/finsilabs/catalog-inventory/product-content-enrichment
Command: npx skills add https://github.com/tomtoto757/ecomm-ai-team --skill product-content-enrichment-tomtoto757

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @anthropic-ai/sdk.

What problem does it solve? Supplier catalogs often arrive with sparse product names, SKUs, and minimal descriptions, leaving merchants to manually write copy, fill in attributes, and add image alt text for hundreds of products. This Skill provides platform-specific workflows for using AI to enrich catalog content at scale while keeping a human review gate before anything goes live. ## Core Features & Use Cases - Bulk Description Generation: Generate on-brand product descriptions via CSV export/import workflows or batch API pipelines with concurrency limits and per-product error handling. - Attribute Extraction: Extract structured attributes (material, dimensions, weight, care instructions) from existing descriptions using constrained prompts that forbid inventing specifications. - Image Alt Text & Tagging: Generate accessibility-compliant alt text and structured image tags, preserving any manually written alt text. - Draft-and-Approve Workflow: Save all AI output to a separate drafts store with pending_review status and atomic approval transactions, never auto-publishing. - Use Case: A retailer imports 300 products from a supplier with only names and SKUs, exports the catalog to CSV, generates descriptions in bulk with an AI tool, reviews drafts, and imports approved copy back into Shopify via Matrixify. ## Quick Start Use the product-content-enrichment skill to generate draft descriptions for my imported supplier catalog on Shopify and set up a review workflow before publishing.

Frequently Asked Questions about product-content-enrichment

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate product descriptions in bulk with AI?▼

Export your catalog as CSV, paste product data into ChatGPT or Claude with a structured prompt specifying format and brand voice, then import the enriched CSV back using tools like Matrixify for Shopify or WP All Import for WooCommerce.

What AI tools work for Shopify product description generation?▼

Shopify Magic is built-in and free but works one product at a time. For bulk enrichment, use Hypotenuse AI or Jasper from the App Store, or generate via CSV with ChatGPT or Claude and re-import with Matrixify.

Can AI-generated product descriptions be published automatically?▼

No, AI output should always be saved as drafts in a separate store with pending_review status and approved by a human first. AI can invent specifications, drift from brand voice, or include legally problematic claims.

How do I stop AI from inventing product specifications?▼

Add explicit prompt constraints such as "Use only the provided attributes — do not invent or assume values" and verify output against the product spec. For attribute extraction, instruct the model to return null for anything not explicitly stated.

What temperature setting should I use for product description generation?▼

Use lower temperature settings between 0.3 and 0.5 for product descriptions. Consistent, on-brand output is more valuable than creative variation, and lower temperatures reduce hallucination risk.

How do I add alt text to product images in bulk?▼

Export product images with their titles, use an AI vision model to generate descriptive alt text, then import back via bulk tools like Matrixify on Shopify. Never overwrite existing manually written alt text with AI output.