{"repo":"brodyautomates/polymarket-pipeline","free":true,"listed":false,"github":"https://github.com/brodyautomates/polymarket-pipeline","clone":"git clone https://github.com/brodyautomates/polymarket-pipeline.git","description":"Event-driven AI pipeline that monitors breaking news in real time, classifies market impact with Claude, and trades niche Polymarket markets automatically.","language":"Python","stars":367,"topics":["ai-trading","algorithmic-trading","automation","claude","polymarket","prediction-markets","python","twitter-api"],"license":null,"category":"trading","readme_excerpt":"Polymarket Pipeline V2 An AI-powered breaking news detector that classifies events against prediction markets and trades automatically when it finds edge. What Changed From V1 V1 scraped RSS feeds (5-60 min delay), asked Claude \"what's the probability?\" (wrong question for LLMs), and competed on high-volume markets (where every bot already operates). V2 inverts all three: - Speed : Real-time Twitter/Telegram streams instead of stale RSS - Classification : Claude classifies \"bullish or bearish?\" instead of estimating probability — a task LLMs are actually good at - Niche markets : Only trades markets under $500K volume where the crowd is small and slow --- Setup (2 minutes) One-Command Setup Manual Setup Add your keys to .env : Verify --- How to Use V2: Event-Driven Pipeline (Recommended) The watch command runs indefinitely. It connects to your configured news sources (Twitter, Telegram, RSS fallback), matches breaking headlines to niche Polymarket markets, classifies each with Claude, and executes trades when it finds edge. V1: Synchronous Pipeline Live Dashboard Backtest All Commands Command What it does --- --- python cli.py watch V2: Real-time event-driven pipeline python cli.py run V1: Synchronous RSS-based pipeline python cli.py dashboard Live terminal dashboard python cli.py backtest Backtest against resolved markets python cli.py calibrate Classification accuracy report python cli.py niche Browse niche markets (volume-filtered) python cli.py verify Check all API keys a","default_branch":null,"files":null,"tree":[],"storefront":"/r/brodyautomates","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/brodyautomates/polymarket-pipeline/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}