XAU Volatility-Normalized Box Expansion Strategy
Family: breakout · Regime: trending · Complexity: medium · Asset classes: XAU/USD, Major Forex Pairs, Indices (DAX, S&P 500) · Timeframes: H1, H4
Thesis
Market prices alternate between periods of low-volatility consolidation (equilibrium) and high-volatility expansion (price discovery). By identifying 'Boxes' of equilibrium and only entering when trend-volatility metrics (XAU_TVF) and adaptive momentum (Laguerre RSI) confirm a directional shift, we can capture the high-velocity portion of a move with a stop-loss rooted in the market's previous structure. The edge lies in the filtering of 'false' breakouts that lack the requisite normalized trend strength.
Components
- XAU Trend Volatility Filter (XAU_TVF) (regime) — Used as a dual-regime filter to ensure the market is in a verified trend (TrendScore) without being in a state of chaotic volatility (VolPressure), which often precedes reversals.
- Hull Moving Average (HMA) (direction) — Provides the immediate directional bias. Its low-lag nature allows the strategy to stay on the right side of the trend during the 'expansion' phase.
- Laguerre RSI (entry) — Acts as a timing trigger. It identifies when momentum has cooled off enough to provide a high-probability entry point within the established trend.
- ATR Projection (exit) — Calculates dynamic Take Profit levels based on recent volatility, ensuring targets are realistic given current market stretch.
- Boxline (Range Breakout) (risk) — Defines the 'compression' zone. The distance between the breakout point and the box boundary dictates the stop-loss level and position size.
Known failure conditions
- Price enters a 'megaphone' pattern (expanding volatility with no direction) where Boxlines are frequently broken and then reversed.
- TrendScore stays consistently below 0.5 while VolPressure remains high, indicating a high-noise, low-trend regime.
- Laguerre RSI remains pinned at 1.0 or 0.0 for extended periods, causing missing entries during parabolic moves.
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