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68655a6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | # Phase 7 β Human-AI Interface Platform (HAIP)
**Signature:** `Ξ9Ξ¦963-PHASE7-v1.0`
## Scope
- **Device abstraction** β Apple Watch, Garmin, Oura, custom (simulated until BLE/HealthKit).
- **Biometric pipeline** β multi-device buffer + aggregation.
- **Ethical mapping** β Truth / Love / Freedom β Solfeggio frequency + Light Code.
- **Entropy harness** β IBI detrend β min-entropy estimate β von Neumann debias β HMAC-SHA256 P0 seed.
## Stack
```python
from stack.lygo_stack import deploy_stack
s = deploy_stack("NODE")
s.register_biometric_device("apple_watch", "watch_001", "simulated")
state = s.get_biometric_state()
guidance = s.process_biometric_ethical_query()
```
## Node API (port 8787)
| Method | Path |
|--------|------|
| POST | `/device/register` |
| GET | `/biometric/state` |
| GET | `/biometric/history?seconds=60` |
Optional FastAPI on **8788**: `uvicorn protocol7_human_ai_interface.api:app` (requires `fastapi`).
## Tools
```bash
python tools/register_device.py --type apple_watch --id watch_001 --connection simulated
python tools/simulate_biometric_data.py
python tools/run_phase7_audit.py
python tools/p7_entropy_harness.py --ibi-from simulate
```
## Pending
- BLE GATT 0x180D live driver
- HealthKit / WatchKit bridge
- Mesh gossip of attested biometric weights |