
JustFinishIt is an AI-powered scheduling assistant for students and busy people who can build a task list but struggle to turn it into an actual plan. It runs on a sequential 3-agent pipeline. The first agent, ConstraintParser, reads your weekly unavailable blocks and personal profile to map out your free time, tagging each open slot with energy-level and context data so it knows what comes before and after. The second agent, TaskAnalyzer, tags each task with its ideal timing. Reading gets matched to morning focus windows, creative work to the evening, and admin tasks to low-energy gaps. The third agent, SchedulerAgent, combines both outputs into a full day-by-day schedule, explaining exactly why each task landed where it did. The result is a weekly plan that fits your actual life, not just a sorted to-do list.
19 Jun 2026