MetalMind: Kernel Flow v3

Overview MetalMind: Kernel Flow v3 is a sophisticated trend-following system designed for institutional-grade precision. Unlike standard moving averages that suffer from lag, this indicator utilizes Non-Parametric Kernel Regression to estimate the underlying price flow with minimal noise and maximum responsiveness.

This "Institutional Edition" integrates a unique macro-filter based on the Gold/Silver Ratio (GSR), making it exceptionally powerful for trading precious metals (XAUUSD, XAGUSD) and correlated assets, though the logic works on any timeframe and asset class.

Key Features

1. AI Kernel Engine
At its core, the script uses a dual-layer Kernel Regression (Fast & Slow).
The Ribbon: Visualizes the spread between kernel bandwidths. An expanding ribbon indicates strong momentum, while a contracting ribbon warns of consolidation.
Adaptive Smoothness: The algorithm dynamically adjusts to price action, filtering out market noise without sacrificing entry speed.

2. Metal Intelligence (GSR Filter)
This is the standout feature of MetalMind.
The script pulls real-time data for Gold and Silver to calculate the GSR Z-Score.
Logic: A statistically high GSR often signals risk-off sentiment or liquidity contraction. The algorithm automatically suppresses Long signals when the GSR is unfavorable, preventing "bull traps."
Note: You can customize the tickers in settings (e.g., use Copper/Gold or crypto pairs if desired).

3. Volatility Spike Protection
Institutional algorithms do not chase news candles.
The Vol-Norm module detects abnormal volatility spikes (standard deviation outliers).
When a spike occurs, the signal engine freezes, waiting for the dust to settle. This prevents entering at the top of a news wick.

4. Multi-Factor Confluence A signal is only generated when multiple conditions align:
Trend: Kernel Crossover + Ribbon Alignment.
Strength: ADX > Threshold (default 20).
Momentum: RSI is not Overbought/Oversold.
Confirmation: Optional "Wait Bar" logic to prevent repainting/whipsaws.

How to Use

📈 BUY Signal (Green Label): Appears when the Fast Kernel crosses the Slow Kernel upwards, the Ribbon expands green, ADX confirms trend strength, and the GSR risk is low.
📉 SELL Signal (Red Label): Appears when the Fast Kernel crosses downwards, Ribbon expands red, and RSI/ADX filters are met.
✖ Grey "F" Marks: These are Filtered Signals. They show where the algorithm detected a cross but blocked the trade due to high risk (GSR, RSI, or ADX). Use these to learn what not to trade.

Settings
Kernel Lookback & Bandwidth: Adjust sensitivity to the trend.
GSR Tickers: Default is OANDA:XAUUSD/XAGUSD. Can be changed to any assets.
Filters: Toggle ADX, RSI, or GSR filters on/off based on your strategy.

Disclaimer: This tool is for educational purposes and trend analysis. Always manage your risk.