Spatial Oasis

The Spatial Oasis is a sovereign, local-first AI infrastructure for neurodivergent families. Built on a K₄ complete graph topology.

K₄ Complete Graph

Four vertices, six edges — a mathematician's tetrad:

Will ──────── S.J.
│ ╲ ╱│
│ ╲ ╱ │
│ ╳ │
│ ╱ ╲ │
│ ╱ ╲│
W.J. ──────── Christyn

Every vertex connects directly to every other vertex. Isostatic rigidity means the geometry holds under stress — no single point of failure, maximal redundancy.

Spoon Levels

The spoon theory is a cognitive load metric, calibrated from 0 (Shutdown) to 5 (Full). P31 adapts its interface and token usage based on your current level:

Level	Label	Behavior
5	Full	Full mesh, all features
4	High	Normal operation
3	Medium	Reduced suggestions
2	Low	Minimal UI, short responses
1	Crisis	Emergency mode, essential only
0	Shutdown	System off, self-care priority

Cognitive Passport

Every family member has a DID-based cognitive passport containing:

Ed25519 keypair (identity)
DID document (decentralized identifier)
Spoon preferences and communication style
Mesh topology position (vertex assignment)

Post-Quantum Security

All signatures use ML-DSA-65 (FIPS 204), the NIST-standardized post-quantum digital signature algorithm. Telemetry uses SHA-512 chain-of-custody. No cloud dependency — your keys never leave your machine.

Architecture

┌──────────┐     ┌──────────────┐     ┌──────────────┐
│  p31 CLI  │────▶│ p31-router   │────▶│ DeepSeek API │
│  (TUI)    │     │  localhost   │     │  (OpenAI     │
│  MCP      │     │  :4001       │     │  compatible) │
│  agent    │     │  proxy       │     │              │
└──────────┘     └──────────────┘     └──────────────┘
       │                                        │
       ▼                                        ▼
┌──────────────┐                       ┌──────────────┐
│ phos-forge   │                       │ google-      │
│ (MCP stdio)  │                       │ workspace    │
│ 26 tools     │                       │ (MCP stdio)  │
└──────────────┘                       └──────────────┘