Trading Automation

Polymarket Trading Bot v2

45 天前更新1 分钟内配置完

概览

Polymarket Trading Bot v2 is an AI-driven trading system designed for Polymarket 5-minute BTC/ETH markets.

Polymarket Trading Bot v2 is an AI-driven trading system designed for Polymarket 5-minute BTC/ETH markets. It auto-scans markets every 2 seconds, extracts price/timebook (PTB) data via a Playwright-based 4-layer fallback, computes EMA, RSI, MACD, Bollinger Bands, ATR and volume, and feeds signals to an AI scoring model (Position 50%, Momentum 30%, RSI 10%, Volume 10%). A decision engine uses expected-value (EV) based smart betting and supports live or simulated trading with configurable confidence, odds and bet-size thresholds. Built-in backtest validation has demonstrated strong performance (overall accuracy 84.6%, high-quality signals ≈97%). Typical use cases include continuous market monitoring, signal generation, automated betting, and strategy backtesting. Core advantages are high-frequency detection, multi-layer data resilience, configurable risk controls, and clear recommended parameters for production deployment.

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AI-driven directional prediction trading system for Polymarket 5-minute BTC/ETH markets.

Features

Market Monitoring: Auto-scan BTC/ETH 5min markets every 2s
PTB Extraction: Playwright-based with 4-layer fallback
Technical Indicators: EMA, RSI, MACD, Bollinger Bands, ATR, Volume
AI Scoring Model: Position(50%) + Momentum(30%) + RSI(10%) + Volume(10%)
Decision Engine: EV-based smart betting
Backtest Validation: Auto-verify historical accuracy

Verified Performance

Dataset: 2026-03-06, 143 decisions

Overall Accuracy: 84.6% (121/143)
100% Confidence: 100% (13/13)
90%+ Confidence: 100% (14/14)
High-Quality Signals (conf≥80% & EV>0.5): 97.1% (33/34)

Installation

pip install requests playwright
playwright install chromium

Usage

Start Monitoring

python3 auto_bot_v2.py

Backtest

python3 backtest_accuracy.py

Configuration

Edit ai_analyze_v2.py:

ENABLE_TRADING = False      # Enable real trading
CONFIDENCE_THRESHOLD = 0.55 # Min confidence
ODDS_THRESHOLD = 0.90       # Max odds
BET_AMOUNT = 10             # Bet size (USD)