iSITE AI Hackathon 2026 · n8n Powered

Stop planning to study.
Start executing.

Eliminate the cognitive load of organizing notes, generating flashcards, and finding optimal study paths. Just drag, drop, and deploy your knowledge.

< 30s PDF → Calendar
3 modes MCQ · Enum · ID
8 Ranks Iron → Mythic

Everything automated.
Nothing manual.

Three orchestrated systems working in parallel so your only job is to show up and execute.

AI Orchestration

Drop a PDF. Our n8n pipeline extracts every learning objective, chunks it into bite-sized daily modules, and structures a full roadmap — all without a single manual step.

  • Semantic chunking via OpenAI / Gemini
  • Configurable hours-per-day and target date
  • Structured JSON objectives per module

Calendar Sync

Your roadmap is automatically pushed to Google Calendar as timed study events with full sub-topic descriptions.

Gamified Recall

Quizzes auto-unlock after each scheduled event passes. Three question types. Instant feedback. Streak multipliers on every correct answer.

Progression Engine

Consistency Combos, Elo points, and ranked milestones that climb from Iron all the way to Mythic. Achievement titles unlock as you hit milestones.

From PDF to Mastery

Five automated stages. Zero manual scheduling. One cohesive pipeline.

01

Upload & Configure

Upload your PDF to Supabase Storage. Set your available study hours, preferred days, and target completion date. That's your last manual input.

02

n8n Webhook Trigger

Upload fires a webhook into n8n. The workflow extracts raw text, passes it to an AI agent, and receives a structured JSON array of daily learning objectives.

03

Google Calendar Injection

n8n maps objectives to your available time slots and pushes them as Google Calendar events. Each event carries its full sub-topic description.

04

Quiz Unlock & Assessment

When a calendar block ends, its quiz unlocks. n8n generates context-specific MCQ, Enumeration, and Identification questions. Your React frontend renders them with live feedback.

05

Progression & Rank Update

Quiz accuracy and streak length feed into Elo calculation. Your rank updates automatically. Missed a 24-hour window? Combo resets — stay consistent or pay the price.

Climb the Ladder

Eight competitive tiers. Each rank unlocks new cosmetics and achievement titles. Mythic is reserved for the relentless.

Iron Beginning the pipeline
🔶 Bronze First combos ignited
Silver Consistent execution
🌕 Gold Mastery emerging
💠 Elite Peak pipeline discipline
Master Flawless streaks
🔮 Legend Untouchable accuracy
👑 Mythic The relentless few
🩸 First Blood ⚡ Flawless Victory 🔥 7-Day Inferno 🎯 Perfect Recall 🚀 Speed Runner 🌙 Night Owl 💀 No-Miss Month ??? Mythic Secret

Recall tested.
Knowledge confirmed.

Three AI-generated question types, instant scoring, and streak multipliers on every correct answer.

MCQ Multiple Choice

Which organelle is primarily responsible for ATP synthesis via oxidative phosphorylation?

A. Mitochondria ✓
B. Ribosome
C. Nucleus
D. Golgi Apparatus
ENUM Enumeration

List the 4 phases of mitosis in correct order.

1. Prophase
2. Metaphase
3. Anaphase
4. Telophase
ID Identification

Identify: "The stage where chromosomes align at the cell's equatorial plane."

Answer: Metaphase +85 ELO ⚡

Built to Ship Fast.

A battle-tested combination of modern tooling that lets us move at hackathon speed without sacrificing production quality.

Astro + React Islands architecture — static shell, interactive components only where needed. Sub-1.5s initial load.
Supabase + Prisma PostgreSQL with Row-Level Security for PDF storage. Prisma for strict type-checked ORM queries.
n8n — The Brain Central orchestrator. Handles PDF parsing, AI agent routing, Calendar API, quiz generation, and all gamification logic via visual workflows.
OpenAI / Gemini Semantic chunking and dynamic quiz generation. Catch nodes handle hallucinations and rate limits gracefully.

We organize your life.
Schedule your week.
Quiz you while you sleep.

Initialize your first pipeline in under 60 seconds. Drop a PDF and watch the system take over.

Deploy Now
npm install studybearer@latest