ryanfrigo / kalshi-ai-trading-bot

What it does

An agent-native toolkit for Kalshi whose flagship isn't "an LLM that picks trades" — it's a rigorous, settlement-grounded way to measure whether you actually have edge against the sharp Kalshi book. Many bots in this niche publish returns without settlement-level evidence. This one does the opposite: it ships the tooling to test your own track record honestly, and it refuses to assert edge on thin or leaky data.