Future Updates

Planned

Feature	Description
Apple Screen Time (iPhone)	Hourly, daily, weekly, and monthly app usage and statistics synced from iOS.
Controlled Experiments	Run behavioral experiments and use the app as an N=1 research tool with control/treatment periods and statistical analysis.
Life Timeline	Unified timeline of your life, with the ability to scrub through your history across all data sources.
Simulations	Predict outcomes based on extensive behavioral data.
Google Calendar	Two-way calendar sync for planning and schedule tracking.
Fitbit	Full OAuth integration for Fitbit wearable data (currently import-only).

Feature	Description
AI Chat with tool-calling	Conversational AI with 16+ structured tool calls for querying habits, trends, correlations, anomalies, and activity data.
Voice mode	Native macOS speech recognition with real-time waveform visualization, contextual vocabulary hints, and streaming transcription.
Tesla integration	OAuth-connected Tesla vehicle tracking with automatic miles-driven habit logging via the Fleet API.
Plaid spending tracking	Bank account connectivity for daily spending behavior tracking projected into a managed habit.
Analytics dashboard	Draggable metric cards with streaks, trends, percent-change indicators, and correlation analysis.
Cloud memory	Optional cloud-backed semantic search over desktop activity and screen content with hybrid retrieval.
Data import system	Multi-format bulk import (CSV, screenshots, Apple Health, Whoop, Oura, Garmin, Fitbit) with validation, conflict resolution, and undo.
SMS onboarding	Automated welcome SMS with vCard contact card on user signup via SendBlue.
Anomaly detection	Z-score-based statistical outlier detection across all tracked habits.