OctagonAI/kalshi-trading-bot-cli — AI-native CLI for trading Kalshi prediction markets.

Description and use

OctagonAI/kalshi-trading-bot-cli delivers an AI‑driven command‑line tool that performs deep fundamental research on Kalshi prediction markets, generates independent probability forecasts, calculates edge against live order books, and executes trades using Kelly sizing and a five‑gate risk engine. Its clear CLI/SDK interface and strong recent activity (371★, 99 forks, TypeScript, updated 2026‑08‑19) make it straightforward to evaluate, integrate into existing research or automation pipelines, and pilot in production‑grade trading workflows. While licensing, security, and maintainer health still warrant a final review, the project shows high production readiness for an open‑source candidate suitable for a serious pilot.

Problem

OctagonAI/kalshi-trading-bot-cli helps research and automate market workflows.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• research trading systems
• backtest strategies
• monitor market workflows

Evidence

AI-native CLI for trading Kalshi prediction markets. Runs deep fundamental research, generates independent probability estimates, computes edge vs. live order books, and executes trades with Kelly sizing and a 5-gate risk engine.

Source