LifeSync (High-Fidelity, Behavior-First)

LifeSync’s prototype is designed to prove one thing: a routine system only works if it reduces decision fatigue at the exact moment a day becomes messy. This prototype focuses on adaptive planning, low-friction starts, and gentle recovery—so users don’t “fall off,” they re-enter.

What this prototype is trying to validate

Core hypothesis

If we combine signals → realistic plan → one clear next action → gentle reflection, users will:

• start faster (less overwhelm)
• recover faster (less guilt)
• stay consistent longer (less drop-off)

Success looks like

• Users can find “what to do next” in < 5 seconds
• Missed tasks convert into replanned blocks, not abandoned days
• Reflection feels safe (no blame), and planning feels doable