Use Cases
Real-Time Price Tracking
Monitor multiple tickers across stocks, crypto, and forex with custom threshold alerts delivered via Telegram.
Implementation: Use yfinance Python library with cron jobs every 15 minutes. Alert on ±3% price movement.
Volume Spike Detection
Detect unusual trading volume spikes (2x+ average volume) and send immediate notifications.
Earnings Calendar Tracker
Track upcoming earnings dates with pre/post-earnings analysis delivered to chat.
Sample Cron Schedule (SGT)
# SGX hours (9am-5pm SGT)
*/15 9-16 * * 1-5 python price_alerts.py
# US hours (9:30pm-4am SGT)
*/15 21-23 * * 0-4 python price_alerts.py
*/15 0-3 * * 1-5 python price_alerts.py