Diana Skill 3: Contextual Conversational Shop

{
  "cost": {
    "input_tokens": 116,
    "estimated_usd": 0.012048,
    "output_tokens": 780
  },
  "model": "claude-sonnet-4-20250514",
  "status": "success",
  "transport": "anthropic_api",
  "latency_ms": 21799,
  "response_text": "# Diana Skill 3: Contextual Conversational Shop\n\n## Overview\nAn intelligent shopping assistant that leverages Diana's complete PersonalContext graph to provide highly personalized, contextually-aware shopping recommendations and purchasing support.\n\n## Core Capabilities\n\n### 🎯 **Context-Aware Shopping**\n- **Recipient Analysis**: Automatically identifies who the purchase is for using Social MCP data\n- **Ownership Awareness**: Checks existing items via Home MCP to avoid duplicates\n- **Age Compliance**: Ensures safety standards and age-appropriateness for recipients\n- **Budget Intelligence**: Real-time calculation including shipping, taxes, and duties via Finance MCP\n- **Health Integration**: Applies dietary restrictions, allergies, and health constraints from Health MCP\n\n### 🛒 **Conversational Commerce**\n- Natural language shopping discussions\n- Clarifying questions based on missing context\n- Proactive suggestions based on PersonalContext\n- Real-time price comparisons across retailers\n- Availability checking and waitlist management\n\n## Key Differentiators from Generic AI Shopping\n\n| **Diana Contextual Shop** | **Generic AI (Google, etc.)** |\n|---------------------------|--------------------------------|\n| Knows recipient's allergies | Only knows general product info |\n| Sees current home inventory | Can't avoid duplicate purchases |\n| Understands family dynamics | No personal relationship context |\n| Real-time budget constraints | No access to financial situation |\n| Age-appropriate safety filters | Generic safety recommendations |\n| Shipping to known addresses | Manual address entry required |\n\n## Implementation Architecture\n\n### **PersonalContext Integration**\n```\nShopping Decision Engine\n├── Social MCP → Recipient identification & preferences\n├── Home MCP → Existing inventory & space constraints  \n├── Finance MCP → Budget limits & payment methods\n├── Health MCP → Dietary/safety restrictions\n└── Calendar MCP → Delivery timing optimization\n```\n\n### **Conversation Flow**\n1. **Intent Recognition**: \"I need a gift for Sarah\"\n2. **Context Gathering**: Pulls Sarah's age, interests, allergies from Social MCP\n3. **Constraint Application**: Checks budget, existing items, health restrictions\n4. **Recommendation Generation**: Suggests appropriate options\n5. **Purchase Facilitation**: Handles ordering, payment, delivery scheduling\n\n## Example Interactions\n\n**User**: *\"I need something for movie night with the kids\"*\n\n**Diana**: *\"I see you're planning family time! Based on your home inventory, you have the projector but no recent snack purchases. Given Emma's nut allergy and your $50 entertainment budget, I found organic popcorn varieties and allergen-free candy options. Should I also check if you need more cozy blankets for the living room setup?\"*\n\n**User**: *\"Find a birthday gift for Mom\"*\n\n**Diana**: *\"Your mom's birthday is next week! She mentioned loving that lavender soap you got her last year. I found a luxury lavender spa set within your $75 gift budget, and it can arrive by Tuesday. However, I notice she's been managing joint pain lately - would you prefer something therapeutic instead?\"*\n\n## Privacy & Security\n- All PersonalContext data remains local/encrypted\n- Purchase history integrated into personal data graph\n- Spending patterns contribute to Finance MCP insights\n- Gift surprises protected from recipient's Diana access\n\nThis skill transforms shopping from generic product search into personalized lifestyle curation, making Diana an indispensable personal commerce assistant."
}