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Priora
AI Chief of Staff
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.
View SourceJune 2026
Priora · SchematicFIG/02
The Problem
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.
How It Works
React + Vite Frontend→
Node.js/Express→
6 Gemini 2.5 Flash Agents + 4 Deterministic Services (Prediction Engine, Outcome Simulator, Calendar, Gmail)→
Firebase Firestore→
Google Cloud Run
Key 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
Technical Highlights
- 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.