Polymarket Agents framework
Official framework for building AI agents that research and trade Polymarket markets.
Runs deep fundamental research and produces independent probability estimates for Kalshi markets.
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Runs deep fundamental research and produces independent probability estimates for Kalshi markets. See the source for setup, usage and current status.
Tools: TypeScriptLLMs
Difficulty: intermediate
Platforms: Kalshi
Runs deep fundamental research and produces independent probability estimates for Kalshi markets. It is listed under Forecasting agents in this directory.
According to its source, it works with Kalshi.
The source lists: TypeScript, LLMs.
It was published by OctagonAI. The public source is at github.com/OctagonAI/kalshi-trading-bot-cli.
This directory rates it intermediate (beginner, intermediate or advanced).
It had 396 GitHub stars as of Oct 13, 2026.
The repository was last updated on Oct 1, 2026, as checked on Oct 23, 2026. Check the source for current status.
Compare all forecasting agents tools → · How to build a Kalshi bot
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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