Stock Monitor
Automated daily analysis reports tailored to your personal watchlist.
The problem
Following the market daily means either staring at a Bloomberg terminal or piecing together information from multiple apps. I wanted a single, automated summary that covers just my watchlist — delivered at the times that matter.
The approach
Stock Monitor runs on a schedule. Before the market opens, it pulls overnight data, pre-market movers, and relevant news for my Notion watchlist. After close, it generates a recap with the day’s performance, notable moves, and any signals triggered.
How it works
Python scripts pull data from financial APIs and cross-reference against a Notion database that holds the watchlist with target prices and signal thresholds. Claude AI synthesizes the data into readable narrative reports — a structured summary that takes two minutes to read instead of thirty to assemble.
Results
- Pre-market + post-market reports delivered daily on NYSE trading days
- Sentiment analysis powered by Claude AI provides qualitative context alongside raw data
- Investment thesis tracking monitors whether your original buy rationale still holds
- Light and dark email themes — because even financial reports deserve good design