brodyautomates/polymarket-pipeline — Automates trading on prediction markets by detecting an

Polymarket Pipeline V2

An AI-powered breaking news detector that classifies events against prediction markets and trades automatically when it finds edge.

Breaking News (Twitter / Telegram / RSS)
        ↓ (< 5 seconds)
Match to niche markets (< $500K volume)
        ↓
Claude Classification: bullish / bearish / neutral + materiality
        ↓
Edge detection + quarter-Kelly sizing
        ↓
Instant execution → SQLite log → calibration tracking

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

polymarket-pipeline

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Alternatives

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README

Polymarket Pipeline V2

What Changed From V1

Setup (2 minutes)

One-Command Setup