Adaptive Chaos Session Breakout

Family: breakout · Regime: trending · Complexity: high · Asset classes: FX (Majors), XAU/USD, Major Indices · Timeframes: M15, H1

Thesis

Institutional orders often accumulate within specific morning time windows (Brackets); a subsequent breakout during high-volatility regimes (TVF), if supported by volume flow (A/D) and cycle-adaptive momentum (SAM), identifies the initiation of a sustained trend rather than a transient noise spike.

Components

• XAU Trend Volatility Filter (XAU_TVF) (regime) — Establishes the regime by ensuring price is in an active trend (TrendScore) with sufficient ATR-based expansion (VolPressure) to overcome spread and slippage.
• Accumulation/Distribution (A/D) (direction) — Acts as a filter for the 'direction' of institutional flow; if price breaks a level but A/D shows divergence, the breakout is considered a low-conviction trap.
• Smoothed Adaptive Momentum (entry) — Provides the specific entry trigger by identifying the momentum turn within the market's dominant cycle, filtered for smoothness to reduce whipsaws.
• Average True Range (NNFX) (exit) — Determines the trailing exit distance, allowing the trade space to breathe relative to current market volatility.
• Fractal Chaos Bands (FCB) (risk) — Defines the 'chaos' boundaries; used for hard stop-loss placement at the outer edge of price noise (the opposite fractal band).
• Momentum Oscillator (confirmation) — Confirms that velocity is increasing in the direction of the trade relative to a 100-midpoint baseline.
• Brackets Indicator (volatility_filter) — Provides the market structure filter; entry is only valid upon a breakout of the defined session high/low.

Known failure conditions

• Strategy enters a prolonged 'mean-reversion' phase where session breakouts consistently fail to reach 1:1 Reward/Risk.
• Dominant market cycle becomes shorter than the SAM cutoff, causing 'cycle smearing' and out-of-phase entries.
• Volume data (tick volume) becomes uncorrelated with price action, rendering A/D signals meaningless.

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