Automate Stock Trades with AI-Driven Technical Analysis & Alpaca Trading

Description

📊 AI-Powered Stock Analysis & Auto-Trading Workflow

Supercharge your trading decisions with this end-to-end AI automation that connects market intelligence, technical analysis, and automated trade execution — all without manual intervention.

My results so far:
(100k paper trading account with the current template strategy)

🚀 What This Workflow Does
Live AI-Driven Market Scanning**
Integrates with Danelfin’s AI scoring system to identify top stocks daily based on technical, fundamental, sentiment, and risk scores.

Advanced Technical & Trend Analysis**
Combines chart patterns, Fibonacci retracements, Bollinger Bands, MACD, RSI, EMA trends, and support/resistance detection with real-time news sentiment to produce clear, professional-grade analysis reports.

Chart Image AI Analysis**
Uses LLM-powered vision models to interpret candlestick charts visually and extract pattern, trend, and indicator insights.

Automated Trade Execution**
Integrates with Alpaca Paper Trading API for secure, rule-based buy/sell execution.
Includes:
Risk management (position sizing, stop-loss/take-profit)
Account balance & buying power checks
No-repeat-loss policy

Data Storage & Strategy Memory**
Logs trades, PnL, and objectives in PostgreSQL for ongoing strategy refinement.

Automated Reporting**
Sends deep-dive market and trade reports directly to your email.

🔗 Integrated Services
Danelfin API** – AI-based stock ranking
Supabase Vector Store** – Strategy and knowledge retrieval
TwelveData API** – Market prices & indicators
Chart-img API** – TradingView chart generation
Alphavantage** – News sentiment feed
Alpaca API** – Automated order execution
OpenAI, Anthropic, Cohere, OpenRouter** – Multi-model AI reasoning

📥 Perfect For
Quantitative analysts testing strategies
Investors looking for data-backed, automated execution
Educational environments for learning AI-based market strategies
People that want to know Real results Results

💼 What You Get
Full Setup
Pre-configured n8n workflow with all nodes and logic ready to run
Step-by-step API key integration guide for Danelfin, Alpaca, TwelveData, Alphavantage, Chart-img
Database logging setup with PostgreSQL schema
Automated email reporting template

Detailed Description
Explanation of every sub-agent and AI integration
How the strategy agent selects stocks based on AI scores and past trades
Deep technical indicators breakdown (EMA, RSI, MACD, Fibonacci, Bollinger, Support/Resistance)
Risk management methodology and allocation rules

Examples
Daily Automated Analysis:** Every morning the system emails you the top 3 stocks to watch, with price, chart, and sentiment score
Trade Execution:** System buys AAPL with a defined stop-loss and take-profit based on technical setup
Chatbot Mode:** Ask “What’s the trend on TSLA?” and get a concise, professional-grade market report instantly

💡 Why You’ll Love It
This isn’t just an automation — it’s a full-stack AI trading assistant that thinks, analyzes, and executes while keeping risk in check. From sourcing the idea to placing the trade, it’s all covered.

🔑 Get Started
Replace the placeholder API keys, set your trading preferences, and let the automation do the heavy lifting.