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adriangmrraa
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Magic Onboarding Orchestrator

Orchestrate automated onboarding pipelines converting Tienda Nube storefront data into business-ready assets.

Updated Dec 24, 2025
Search Tags:#branding#onboarding#vectorization#roi#sse#visual-generation#tiendanube
One-click install
npx skills add https://github.com/adriangmrraa/MultiAgents-Platform-ROI --skill magic-onboarding-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Magic Onboarding Orchestrator
Source: https://github.com/adriangmrraa/MultiAgents-Platform-ROI/tree/main/.agent/skills/Magic_Onboarding_Orchestrator
Command: npx skills add https://github.com/adriangmrraa/MultiAgents-Platform-ROI --skill magic-onboarding-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates an automated onboarding pipeline that converts a connected e-commerce store into business-ready assets (brand profile, RAG vectors, sales scripts, ROI projections, and visuals) to eliminate manual setup and accelerate time-to-first-sale.

Core Features & Use Cases

  • Catalog Analysis: Downloads and analyzes Tienda Nube product catalogs to extract categories, price ranges, top products, and structural insights.
  • Brand DNA Extraction: Uses IA agents to infer mission, vision, voice, values, color palette and typography vibe from product data.
  • Knowledge Vectorization & RAG: Generates embeddings and stores vectors (e.g., Supabase + pgvector) to enable retrieval-augmented generation for support and sales assistants.
  • Sales Scripts & ROI Projection: Produces sales copy (AIDA, PAS) and calculates projected ROI for merchandising and marketing decisions.
  • Visual Generation & Compliance: Creates advertising visuals via Google Imagen 3 and validates outputs with a compliance guardian before persisting to business assets.
  • Real-time Orchestration: Streams progress and logs over SSE using Redis pub/sub, runs as a background task, and saves artifacts to a business_assets table.

Quick Start

Run the Magic Onboarding for tenant 42 in full mode to analyze the catalog, extract brand DNA, vectorize knowledge, generate visuals, calculate ROI, and store generated assets.

Frequently Asked Questions about Magic Onboarding Orchestrator

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

FAQPage Schema
How do I automate Tienda Nube store onboarding to generate sales assets?▼

You can automate Tienda Nube store onboarding by orchestrating a pipeline that analyzes product catalogs to extract brand DNA, generate sales copy, calculate ROI, and produce visuals. This converts storefront data into ready-to-sell business assets.

What is brand DNA extraction from an e-commerce catalog?▼

Brand DNA extraction from an e-commerce catalog uses AI agents to infer a store's mission, vision, voice, values, color palette, and typography vibe directly from product data, creating a foundational brand profile for subsequent asset generation.

Do I need Redis and OpenAI API keys to vectorize store catalog data for RAG?▼

Yes, vectorizing store catalog data for RAG requires OpenAI API keys to generate embeddings and Redis pub/sub for streaming progress updates. You also need a persistent storage solution like Supabase with pgvector to store the vectors.

Can I use Google Imagen 3 to generate advertising visuals for my e-commerce products?▼

Yes, you can use Google Imagen 3 to generate advertising visuals for e-commerce products. The pipeline creates images via the API and validates outputs through a compliance guardian before persisting them to your business assets storage.

How does real-time orchestration work for background e-commerce onboarding tasks?▼

Real-time orchestration for background e-commerce onboarding tasks streams progress and logs to clients over Server-Sent Events using Redis pub/sub. This allows the task runner to execute catalog analysis and asset generation asynchronously while broadcasting updates.

What are the limitations of using automated onboarding pipelines for Tienda Nube stores?▼

Limitations of automated onboarding pipelines for Tienda Nube stores include strict dependencies on external APIs like OpenAI and Google Imagen 3, requiring tenant credentials, Redis infrastructure for SSE, and a persistent business_assets database table to function properly.

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