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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.