OPEN-SOURCE SCRIPT

AI-Optimized Gann Indicator

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The AI-Optimized Gann Angle System is a next-generation implementation of W.D. Gann's geometric trading principles, enhanced with AI logic, adaptive alerts, and real-time confidence scoring — specifically tuned for mid-volatility, large-cap trending stocks like AAPL, MSFT, NVDA, TSLA, UNH, JPM, and others.
Traditional Gann tools require manual plotting and static assumptions. This script automatically detects swing points using ATR-tuned ZigZag logic, dynamically draws key Gann angles (1x1, 2x1, 1x2, 3x1, 1x3), and evaluates price reactions in real time to create a confluence score, helping traders measure the reliability of the current geometry.
🔍 Key Features:
📐 AI-Powered Swing Detection
Uses ATR-multiplied thresholds and pivot logic to auto-select the most statistically valid anchor points.
📊 Dynamic Gann Angle Drawing
Angles like 1x1, 2x1, and 1x2 auto-project based on the current market regime, adapting to both steep and shallow trends.
🧠 Confluence Scoring System
Measures how frequently price respects projected Gann lines, displayed as a real-time reliability percentage.
🚨 Intelligent Alerting with Volume Filters
Get notified only when price is near key Gann levels and (optionally) confirmed by a volume spike for higher signal quality.
🎨 Adaptive Visuals & Dashboard
Clear visualization of anchor points, trend directions, real-time alerts, and volume confirmation — all in a compact table view.
🧠 Optimization Philosophy:
This system simulates an AI-style adaptation loop. It continuously tracks and adjusts based on:
Recent price volatility (ATR)
Trend steepness
Number of respected angle touches
Market structure evolution
While this is not using a neural network, the rule-based logic mimics machine learning feature prioritization — giving traders the power of AI without complexity.
✅ Recommended Instruments:
Designed and tuned for large-cap U.S. equities and index instruments that trend structurally with institutional flows.
Works best with:
AAPL, MSFT, NVDA, TSLA, AMZN, UNH, GOOG, JPM, SPY, QQQ, NDX, and more.
⏱️ Best Timeframes:
15 min, 1 hour, 4 hour, and Daily
Intraday scalping on volatile names
Swing trading in trend-following conditions
📌 Pro Tip: Set the anchor method to "Auto-Detect" for AI swing detection.
Use volume confirmation for higher-quality signals.
Confluence Score > 70% often aligns with key price decision zones.
🛠️ This is an open framework — use it standalone, or integrate with Smart Money Concepts (SMC), order block detection, or momentum filters for strategy refinement.

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