Last commit on October 2, 2026·Created on July 26, 2025
ryanfrigo/kalshi-ai-trading-bot
“Analyze and backtest Kalshi prediction-market trades.”
Combined rank
#532
across all skills
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645
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204
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Watchers
17
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TL;DR
This skill implements a disciplined decision loop for quantitative traders using LLMs to manage live Kalshi accounts. It structures the process of assessing account state, researching probabilities, and executing guarded orders while maintaining strict risk discipline.
By treating the LLM as the primary decision-maker, the system automates the cycle of surfacing edge and journaling predictions to measure realized performance over repeated trading iterations.
WHO IT'S FOR
Quantitative traders
automate prediction market strategies on Kalshi
AI agent builders
implement LLM-driven financial decision loops
Algorithmic trading engineers
build guarded order execution systems
Prediction market analysts
measure true probability against book prices
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
ClaudeWant to install it?
Clone to ClaudeRepository instructions