EVZ-Gaussian Cycle Breakout

Family: hybrid · Regime: trending · Complexity: high · Asset classes: Forex (specifically EUR/USD) · Timeframes: H1, H4

Thesis

EUR/USD trends are most sustainable when institutional volatility expectations (EVZ) are low and stable, suggesting a lack of immediate panic. When price breaks out of a technical squeeze (NNFX) during this regime, the entry via Ehlers MESA Stochastic captures cyclical momentum without the 'noise' found in standard oscillators. The edge exists by identifying the transition from institutional complacency to directional commitment.

Components

• Euro FX VIX (EVZ) Data Loader (regime) — Determines if the institutional volatility environment is conducive to trend-following; prevents entries during extreme volatility spikes or absolute stagnation.
• Arnaud Legoux Moving Average (ALMA) (direction) — Provides a high-fidelity trend filter with minimal lag to ensure the trade aligns with the dominant Gaussian-smoothed price flow.
• Ehlers MESA Stochastic (MSTOCH) (entry) — Uses roofing filters to identify cyclical turning points within the trend, filtering out spectral noise that causes false signals in standard oscillators.
• Connect MACD (Azullian) (exit) — Acts as a momentum-exhaustion exit, closing trades when the relationship between fast and slow EMA cycles degrades.
• SuperTrend (risk) — Defines the structural invalidation point (Stop Loss) and provides a trailing mechanism based on current ATR-derived volatility.
• NNFX Squeeze (Volatility Breakout) (volatility_filter) — Ensures that momentum is actually expanding (Bollinger Bands outside Keltner Channels) before a trade is initiated.

Known failure conditions

• EVZ data feed becomes desynchronized or fails to update from the local source.
• Persistent 'Squeeze' state during high-volatility sideways churn (volatility without direction).
• Price repeatedly oscillates across the ALMA during low-amplitude volatility regimes.

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