Spoon Engine
Real-time energy tracking using spoon theory. 12-spoon baseline with context-switch costs.
P31 Labs builds open-source assistive technology for neurodivergent individuals. The Everything Development Environment (EDE) is our sovereign development ecosystem — a drop-in devcontainer that orchestrates hardware, firmware, AI mesh networking, and cognitive interface tools.
Spoon Engine
Real-time energy tracking using spoon theory. 12-spoon baseline with context-switch costs.
Cognitive Shield
Voltage scoring for incoming messages. 60-second batching prevents interrupt storms.
Progressive Disclosure
UI complexity adapts to your energy level. Four layers from Breathe to Command.
Delta Topology
Multi-model AI mesh routing queries to the optimal model. Claude, DeepSeek, Gemini, and local Ollama.
The P31 knowledge graph organizes information along four axes:
| Axis | Domain | Color |
|---|---|---|
| A | Identity | Coral (#ff6b6b) |
| B | Health | Teal (#4ecdc4) |
| C | Legal | Gold (#ffe66d) |
| D | Technical | Purple (#a29bfe) |