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Overview

This guide provides example prompts and patterns for using LoopOS AI services effectively. Good prompts lead to better results.

Decision Service Prompts

Condition Assessment

{
  "prompt": "What condition best describes this item?",
  "options": ["A - Excellent", "B - Good", "C - Fair", "D - Poor"],
  "item_context": "iPhone 12 with minor scratches on screen, fully functional"
}

Category Classification

{
  "prompt": "What category does this item belong to?",
  "options": ["Electronics", "Furniture", "Clothing", "Books", "Other"],
  "item_context": "Used iPhone 12 in good condition"
}

Submission Service Prompts

The Submission Service uses conversational prompts. Users can say:
  • “Quero vender um iPhone 12”
  • “Tenho uma bicicleta para vender”
  • “Quero submeter um produto”
The agent will guide the conversation from there.

C2C Descriptor Context

Provide comprehensive context for better results:
{
  "agent_specific": {
    "category_name": "Electronics",
    "product_name": "iPhone 12 Pro",
    "brand_name": "Apple",
    "user_description": "iPhone em excelente estado, pouco uso, com caixa original"
  }
}

Best Practices

Be specific: Clear, specific prompts lead to better results.
Provide context: Include relevant item and business context.
Use consistent formats: Use the same option format across related decisions.