First-time run of ruff-format via pre-commit hook normalises quote
style, trailing commas, and whitespace across 188 Python files.
No logic changes.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- New device_identity.py: Clusters BLE/WiFi observations into probable
physical devices using passive fingerprinting (not MAC addresses)
- Fingerprinting based on manufacturer data, service UUIDs, capabilities,
timing patterns, and RSSI trajectories
- Session tracking with automatic gap detection
- Risk indicators: stable RSSI, MAC rotation, ESP32 chipsets, audio-capable
- Full audit trail for all clustering decisions
- New ble_scanner.py: Cross-platform BLE scanning with bleak library
- Detects AirTags, Tile, SmartTags, ESP32 by manufacturer ID
- Fallback to system tools (btmgmt, hcitool, system_profiler)
- Added API endpoints for device identity clustering (/tscm/identity/*)
- Updated setup.sh with bleak dependency
- Updated documentation with TSCM features and hardware requirements
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>