SANYAMWADHWA.TECH :: PROJECT :: PRIORA --- SUMMARY ---TITLE............. Priora — AI Chief of StaffDATE.............. June 2026CATEGORY.......... Agentic AIAWARD............. Vibe2Ship HackathonPROBLEM........... 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.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. --- RESULT ---METRIC 1.......... 6 Gemini agentsMETRIC 2.......... 5-factor success probabilityMETRIC 3.......... 1-click autonomous recovery --- WHAT I BUILT ---HIGHLIGHT 1....... Six Gemini agents (Planner, Prioritizer, Scheduler, Executor, Coach, Tutor) layered over four deterministic services, so every recommendation can be traced back to its inputs.HIGHLIGHT 2....... 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 ---STEP 1............ React + Vite FrontendSTEP 2............ Node.js/ExpressSTEP 3............ 6 Gemini 2.5 Flash Agents + 4 Deterministic Services (Prediction Engine, Outcome Simulator, Calendar, Gmail)STEP 4............ Firebase FirestoreSTEP 5............ Google Cloud Run --- FEATURES ---FEATURE 1......... Brain dump by typing or speaking; agents extract goals, tasks, and subtasks automaticallyFEATURE 2......... Explainable success probability: every score renders the inputs behind it, so it can be interrogatedFEATURE 3......... Outcome Simulator puts the do-nothing week and the rescue-plan week side by sideFEATURE 4......... One-click rescue: a compressed schedule plus a drafted negotiation email saved to GmailFEATURE 5......... Focus blocks land inside your learned peak-focus hours, written to Google Calendar with remindersFEATURE 6......... Study packs turn pasted notes into a summary, spaced flashcards with a deadline countdown, and a crash planFEATURE 7......... Habit tracker with streaks and XP, plus a voice coach built on the Web Speech API --- STACK ---STACK............. Gemini 2.5 Flash, React, TypeScript, Node.js, Firebase, Cloud Run --- LINKS ---CODE.............. https://github.com/SanyamWadhwa07/PrioraHUMAN PAGE........ https://sanyamwadhwa.tech/projects/priora