Built a small weather scanner for Kalshi and just hit my first 100%+ weather trade.
Built a small weather scanner for Kalshi and just hit my first 100%+ weather trade.
The tool is pretty simple: I enter the market coordinates, it pulls the latest forecast data (currently using Open-Meteo and weather data sources), analyzes the projected high temperature, compares it against the available Kalshi ranges, and generates a report with the contracts that look most interesting. It also scores the setups based on how far the forecast is from the market range and a few other factors. I still make the final decision manually it's more of a research assistant than a prediction bot.
This Chicago 76° or below position was one of the scanner's recommendations. Still improving it and testing different forecast inputs, but it's been fun building. Curious if anyone else here is using custom tools or workflows for weather markets.
BTW: I’m not selling anything or spamming, this script is for personal use