Prediction Market Bots
Automated Intelligence System Architecture
3
Workers
5
CF Crons
3
Ext Crons
24/7
Monitoring
Data Sources
📊
Kalshi API
elections.kalshi.com
Weather markets, economic events, sports betting
🔮
Polymarket API
gamma-api.polymarket.com
Whale trades, wallet activity, market data
🌤️
Open-Meteo
GFS, ECMWF models
Multi-model weather forecasts for 11 cities
🏈
The Odds API
FanDuel, DraftKings
Sportsbook odds for arbitrage detection
📈
Manifold Markets
api.manifold.markets
New user whale bets tracking
Cloudflare Workers
⚡
kalshi-master-bot
5 Cloudflare Crons
Live
10 AM EST
NYC, Miami, Atlanta, Boston
Weather
10 AM CST
Chicago, Austin, Dallas
Weather
10 AM MST
Denver, Phoenix
Weather
10 AM PST
LA, Seattle
Weather
6 PM EST
Sportsbook vs Kalshi divergence
Sports
Endpoints
/scan
/weather
/sports
/economic
/new-markets
/health
🐋
polymarket-whale-tracker
cron-job.org triggers
Live
Every 5 min
$25k+ from wallets <10 trades
Whale
9 PM PST
Daily whale summary email
Summary
Endpoints
/check
/daily-summary
/today
/debug
/test-wallet
🗄️
whale-database
cron-job.org trigger
Live
Every 2 hrs
Auto-resolve settled markets
Resolve
Endpoints
/dashboard
/scan
/force-resolve
/api/trades
Data Flow
📡 APIs
→
⏰ Cron Triggers
→
⚙️ Workers
→
💾 KV Storage
→
📧 SendGrid
→
📱 Your Inbox
Alert Outputs
📬
Email Alerts
via SendGrid
🌡️
Weather Market Opens
Price swing opportunities at market open
4× daily (10 AM each timezone)
🏈
Sports Divergences
Sportsbook vs Kalshi mispricing
1× daily (6 PM EST)
🐋
New Wallet Whales
$25k+ bets from fresh wallets
Real-time (every 5 min)
📊
Daily Whale Summary
Yesterday's whale activity recap
1× daily (9 PM PST)
Infrastructure
☁️
Cloudflare
Workers + KV
⏰
cron-job.org
External triggers
📧
SendGrid
Email delivery
💻
Local Files
Source code
Local Folders
~/
📁
kalshi-master-bot/
📁
polymarket-whale-tracker/
📁
whale-database/
Color Key
Weather / Primary
Polymarket / Whales
Data / Dashboard
Sports / Output
Timing / Crons
Storage