Automated Cryptocurrency Trading Bot with ICT Methodology, GPT-4o & Coinbase Solution

Workflow overview

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Relevant for managed services and support workflows. Supports knowledge capture and document intelligence use cases.

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.

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