Automated cryptocurrency trading bot with ICT methodology, GPT-4o & Coinbase

Description

🎯 Overview

An advanced automated trading bot that implements ICT (Inner Circle Trader) methodology and Smart Money Concepts for cryptocurrency trading. This workflow combines AI-powered market analysis with automated trade execution through Coinbase Advanced Trading API.

⚡ Key Features

📊 ICT Trading Strategy Implementation

• Kill Zone Detection: Automatically identifies optimal trading sessions (Asian, London, New York kill zones)
• Smart Money Concepts: Analyzes market structure breaks, liquidity grabs, fair value gaps, and order blocks
• Session Validation: Real-time GMT time tracking with session strength calculations
• Structure Analysis: Detects BOS (Break of Structure) and CHOCH (Change of Character) patterns

🤖 AI-Powered Analysis

• GPT-4 Integration: Advanced market analysis using OpenAI's latest model
• Confidence Scoring: AI generates confidence scores (0-100) for each trading signal
• Risk Assessment: Automated risk level evaluation (LOW/MEDIUM/HIGH)
• ICT-Specific Prompts: Custom prompts designed for Inner Circle Trader methodology

🔄 Automated Trading Flow

1. Signal Reception: Receives trading signals via Telegram webhook
2. Data Extraction: Parses symbol, action, price, and technical indicators
3. Session Validation: Verifies current kill zone and trading session strength
4. Market Data: Fetches real-time data from Coinbase Advanced Trading API
5. AI Analysis: Processes signals through GPT-4 with ICT-specific analysis
6. Quality Filter: Multi-condition filtering based on confidence, session, and structure
7. Trade Execution: Automated order placement through Coinbase API
8. Documentation: Records all trades and rejections in Notion databases

📱 Multi-Platform Integration

• Telegram Bot: Receives signals and sends formatted notifications
• Coinbase Advanced: Real-time market data and trade execution
• Notion Database: Comprehensive trade logging and analysis tracking
• Webhook Support: External system integration capabilities

🛠️ Setup Requirements

API Credentials Needed:

• Coinbase Advanced Trading API (API Key, Secret, Passphrase)
• OpenAI API Key (GPT-4 access)
• Telegram Bot Token and Chat ID
• Notion Integration (Database IDs for trade records)

Environment Variables:

TELEGRAM_CHAT_ID=your_chat_id
NOTION_TRADING_DB_ID=your_trading_database_id
NOTION_REJECTED_DB_ID=your_rejected_signals_database_id
WEBHOOK_URL=your_external_webhook_url

📈 Trading Logic

Kill Zone Priority System:

• London & New York Sessions: HIGH priority (0.9 strength)
• Asian & London Close: MEDIUM priority (0.6 strength)
• Off Hours: LOW priority (0.1 strength)

Signal Validation Criteria:

• Signal quality must not be "LOW"
• Confidence score ≥ 60%
• Active kill zone session required
• ICT structure alignment confirmed

🎛️ Workflow Components

1. Extract ICT Signal Data: Parses incoming Telegram messages for trading signals
2. ICT Session Validator: Determines current kill zone and session strength
3. Get Coinbase Market Data: Fetches real-time cryptocurrency data
4. ICT AI Analysis: GPT-4 powered analysis with ICT methodology
5. Parse ICT AI Analysis: Processes AI response with fallback mechanisms
6. ICT Quality & Session Filter: Multi-condition signal validation
7. Execute ICT Trade: Automated trade execution via Coinbase API
8. Create ICT Trading Record: Logs successful trades to Notion
9. Generate ICT Notification: Creates formatted Telegram alerts
10. Log ICT Rejected Signal: Records filtered signals for analysis

🚀 Use Cases

• Automated ICT-based cryptocurrency trading
• Smart Money Concepts implementation
• Kill zone session trading
• AI-enhanced market structure analysis
• Professional trading documentation and tracking

⚠️ Risk Management

• Built-in session validation prevents off-hours trading
• AI confidence scoring filters low-quality signals
• Comprehensive logging for performance analysis
• Automated stop-loss and take-profit calculations

This workflow is perfect for traders familiar with ICT methodology who want to automate their Smart Money Concepts trading strategy with AI-enhanced decision making.