VWAP-Enveloped Structural Pullback Strategy

Family: trend_following · Regime: trending · Complexity: medium · Asset classes: Equities, Forex, Indices · Timeframes: M15, H1

Thesis

The strategy assumes that price breakouts from a multi-period moving average envelope (MA Channel) represent a change in market structure, and if confirmed by volume-weighted average price (VWAP), signify a high-conviction trend. By using a Stochastic pullback as an entry, the strategy aims to exploit the 'second wave' of a move, using price consolidation boxes to define institutional 'points of failure' for risk management.

Components

• MA Channel (Framework Version) (regime) — Defines the structural trend regime. Only trades when price has recently escaped the multi-period high/low envelope.
• Daily Volume-Weighted Average Price (VWAP) (direction) — Provides a volume-weighted anchor to ensure the intraday trend has institutional participation.
• OTLIB Stochastic Oscillator (entry) — Identifies cyclical pullbacks within the established trend for high-probability entry points.
• Momentum Oscillator (exit) — Signals the exhaustion of the price move by detecting a slowdown in the rate of change.
• Boxline (Range Breakout) (risk) — Uses local price consolidation boundaries to set structural stop-losses and calculate position size based on recent volatility.

Known failure conditions

• VWAP resets at day-open cause significant signal gaps that invalidate current trend momentum.
• The MA Channel narrows to less than 0.5 ATR, indicating a non-trending 'squeeze' regime.
• Momentum Oscillator stays pinned above/below 100 while price drifts against the trade.

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