Building a Flow-Alignment Trading Bot for Polymarket 5-Minute BTC Markets

<blockquote> <p>Explore how a Polymarket TWAP breakout bot detects crypto momentum, TWAP divergence, probability changes, liquidity conditions, and false breakouts.</p>

<p>When I started building my Polymarket TWAP End-Cycle Sniper, the original idea was simple:</p> <p>Find a high-probability opportunity near the end of a short-duration market,

<p>How can you analyze short-term Bitcoin prediction markets using live BTC prices and Polymarket order book data?</p> <p>This <strong>Polymarket trading bot in Python</strong>

<blockquote> <p>Learn how Polymarket order book imbalance measures bid and ask pressure, when it contains useful information, and how to test it quantitatively.</p> </blockquote>

<p>I've been working on crypto exchange trading bot (python) for a while and wanted to share what I learned.</p> <h2> The problem </h2> <p>Production-ready Python trading bot for