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

Signal Reception : Receives trading signals via Telegram webhook
Data Extraction : Parses symbol, action, price, and technical indicators
Session Validation : Verifies current kill zone and trading session strength
Market Data : Fetches real-time data from Coinbase Advanced Trading API
AI Analysis : Processes signals through GPT-4 with ICT-specific analysis
Quality Filter : Multi-condition filtering based on confidence, session, and structure
Trade Execution : Automated order placement through Coinbase API
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

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