Priora

AI Chief of Staff

Productivity tools notify you after you've already slipped. Priora forecasts commitment failures ahead of time, simulates the do-nothing future against a rescue plan, and executes the recovery for you.

Result

6 Gemini agents

5-factor success probability

1-click autonomous recovery

What it does

Agentic productivity platform that predicts commitment failures before they happen. Six Gemini-powered agents forecast success probability, simulate outcomes, and execute rescue plans across your calendar and inbox.

What I built

Six Gemini agents (Planner, Prioritizer, Scheduler, Executor, Coach, Tutor) layered over four deterministic services, so every recommendation can be traced back to its inputs.
Predict, simulate, rescue, execute: success probability is computed from five visible factors, and recovery runs with one click, synced to Google Calendar and Gmail.

How it works

01React + Vite Frontend
02Node.js/Express
036 Gemini 2.5 Flash Agents + 4 Deterministic Services (Prediction Engine, Outcome Simulator, Calendar, Gmail)
04Firebase Firestore
05Google Cloud Run

Features

Brain dump by typing or speaking; agents extract goals, tasks, and subtasks automatically
Explainable success probability: every score renders the inputs behind it, so it can be interrogated
Outcome Simulator puts the do-nothing week and the rescue-plan week side by side
One-click rescue: a compressed schedule plus a drafted negotiation email saved to Gmail
Focus blocks land inside your learned peak-focus hours, written to Google Calendar with reminders
Study packs turn pasted notes into a summary, spaced flashcards with a deadline countdown, and a crash plan
Habit tracker with streaks and XP, plus a voice coach built on the Web Speech API

Duet

Veridex