π 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 β all without manual intervention.
My results so far:
(100k paper trading account with the current template strategy)

π What This Workflow Does
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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.
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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.
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Chart Image AI Analysis
Uses LLM-powered vision models to interpret candlestick charts visually and extract pattern, trend, and indicator insights.
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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 & purchasing power checks
- No-repeat-loss policy
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Data Storage & Strategy Memory
Logs trades, PnL, and objectives in PostgreSQL for ongoing strategy refinement.
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Automated Reporting
Sends deep-dive market and trade reports directly to your email.
π Integrated Services
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Danelfin API β AI-based stock ranking
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Supabase Vector Store β Strategy and knowledge retrieval
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TwelveData API β Market prices & indicators
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Chart-img API β TradingView chart generation
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Alphavantage β News sentiment feed
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Alpaca API β Automated order execution
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OpenAI, Anthropic, Cohere, OpenRouter β Multi-model AI reasoning
π₯ Perfect For
- Quantitative analysts testing strategies
- Investors looking for data-backed, automated execution
- Educational environments for learning AI-based market strategies
- People who want to know Real results Results
πΌ 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
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Daily Automated Analysis: Every morning the system emails you the top 3 stocks to watch, with price, chart, and sentiment score
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Trade Execution: System buys AAPL with a defined stop-loss and take-profit based on technical setup
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Chatbot Mode: Ask βWhat's the trend on TSLA?β and get a concise, professional-grade market report instantly
π‘ Why You'll Love It
This isn't just an automation β 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.
π Get Started
Replace the placeholder API keys, set your trading preferences, and let the automation do the heavy lifting.