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Spiffy Trader: A Kalshi Prediction Market Simulation Trading Assistant Based on LLM and RSS News

Spiffy Trader is a locally-run Kalshi prediction market simulation trading assistant. It fetches financial and political news from RSS feeds, uses embedding models to match relevant open markets, and makes simulated trading decisions via LLM. The system supports Ollama local inference and optional Gemini backup, and provides complete simulated portfolio tracking and a visual dashboard.

Kalshi预测市场LLMRSS模拟交易Ollama新闻分析量化交易
Published 2026-04-04 06:12Recent activity 2026-04-04 06:21Estimated read 1 min
Spiffy Trader: A Kalshi Prediction Market Simulation Trading Assistant Based on LLM and RSS News
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Section 01

导读 / 主楼：Spiffy Trader: A Kalshi Prediction Market Simulation Trading Assistant Based on LLM and RSS News

Introduction / Main Post: Spiffy Trader: A Kalshi Prediction Market Simulation Trading Assistant Based on LLM and RSS News

Spiffy Trader is a locally-run Kalshi prediction market simulation trading assistant. It fetches financial and political news from RSS feeds, uses embedding models to match relevant open markets, and makes simulated trading decisions via LLM. The system supports Ollama local inference and optional Gemini backup, and provides complete simulated portfolio tracking and a visual dashboard.

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