avra-cadavra/.cursor/skills/spots-philosophy-integration

SPOTS Philosophy Integration

Core Principle

All development must align with SPOTS philosophy. This is non-negotiable.

Key Philosophy Concepts

The Core Truth

"There is no secret to life. Just doors that haven't been opened yet."

Every Spot is a Door

• Door to experiences
• Door to communities
• Door to people
• Door to meaning
• Door to more doors

Meaningful Connections (Primary Purpose)

The entire purpose of SPOTS is to open doors for meaningful connections:

1. Meaningful connections exist
2. People can find meaningful connections more easily
3. People can find meaningful connections truthfully

Real World Enhancement

• Technology enhances real-world experiences, doesn't replace them
• No gamification that replaces authentic engagement
• No capitalization on app usage—enhance life usage
• AI used for right reasons: better real-world experiences

Validation Checklist

For every feature/implementation, ask:

• [ ] What doors does this help users open?
• [ ] When are users ready for these doors?
• [ ] Does this respect their door history (authenticity)?
• [ ] Does this adapt to their usage pattern?
• [ ] Is this being a good key?
• [ ] Does this enhance the real world experience (not replace it)?
• [ ] Is technology being used for the right reasons?

Framing Requirements

Not: "recommendations" → Instead: "Doors" Not: "matches" → Instead: "People who open similar doors" Not: "features" → Instead: "Door opening mechanisms" Not: "engagement" → Instead: "Doors opened"

Architecture Alignment

• System is ai2ai only (never p2p)
• All device interactions through personality learning AI
• AIs must always be self-improving (individual, network, ecosystem)
• Offline-first architecture
• Privacy-preserving (anonymized data exchange)

Reference Documents

• docs/plans/philosophy_implementation/SPOTS_PHILOSOPHY_AND_ARCHITECTURE.md - Core philosophy
• docs/plans/philosophy_implementation/DOORS.md - Doors conversation
• OUR_GUTS.md - Original philosophy (updated with doors)

Examples

✅ GOOD:

// Opens doors to meaningful community connections
class CommunityEventService {
  // Service helps users discover events at their favorite spots
  // These events are doors to communities
}

❌ BAD:

// Gamified recommendation system
class RecommendationEngine {
  // Pushes generic suggestions to increase engagement metrics
  // No consideration for meaningful connections
}