Toolkit for building AI-automated trading strategies on Kalshi.
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Toolkit for building AI-automated trading strategies on Kalshi. See the source for setup, usage and current status.
Tools: PythonLLMs
Difficulty: intermediate
Platforms: Kalshi
Toolkit for building AI-automated trading strategies on Kalshi. It is listed under Forecasting agents in this directory.
According to its source, it works with Kalshi.
The source lists: Python, LLMs.
It was published by ryanfrigo. The public source is at github.com/ryanfrigo/kalshi-ai-trading-bot.
This directory rates it intermediate (beginner, intermediate or advanced).
It had 618 GitHub stars as of Oct 13, 2026.
The repository was last updated on Oct 13, 2026, as checked on Oct 23, 2026. Check the source for current status.
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Official framework for building AI agents that research and trade Polymarket markets.
Open-source AI agent that operates across Polymarket, Kalshi and other venues.
TypeScript Cloudflare Worker that discovers liquid Polymarket markets via the public Gamma API, prices them from CLOB order books, flags possible value with an explainable engine, and simulates paper orders with fees, spread and slippage. It uses D1 for storage and Workers AI to read resolution rules, and tracks its own calibration. It never signs transactions or asks for a wallet key.
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