Dynamic-Anchor Darvas Breakout Strategy

Family: breakout · Regime: trending · Complexity: high · Asset classes: Equities (specifically DJIA), Crypto (specifically BTC) · Timeframes: H1, H4

Thesis

Significant price expansions occur when a market breaks out of a structural Darvas Box following a volatility contraction (Inside Bar), provided it is aligned with the secular trend (Dynamic EMA) and occurs within historically 'normal' price levels (Probable Range). The edge exists because Inside Bars represent equilibrium that must eventually resolve into directional movement.

Components

• Unsupported Dynamic EMA Length Test (regime) — Acts as an ultra-long-term trend anchor where the smoothing period grows with the dataset, filtering out all but the most persistent secular trends.
• Darvas Boxes (Multi-Mode) (direction) — Identifies price consolidation and subsequent breakouts from established market structures.
• RSIOMA (RSI of Moving Average) (entry) — Filters entries by ensuring momentum (derived from smoothed price) is accelerating in the direction of the breakout.
• SuperTrend (exit) — Provides a dynamic volatility-adjusted trailing stop to lock in profits during the extension phase.
• Boxline (Range Breakout) (risk) — Uses the physical height of the most recent consolidation range to define the Stop Loss and risk units.
• Inside Bars (MTF Framework) (confirmation) — Identifies a specific volatility contraction pattern (Inside Bar) that often precedes a violent breakout.
• Probable High Low (volatility_filter) — Provides a 'Sanity Zone' filter; trades are only permitted while price is within these historical extremes to avoid buying tops or selling bottoms.

Known failure conditions

• If the asset price moves permanently away from the 32000-34000 range, the volatility filter will prevent all trades.
• If the bar_index exceeds 10,000, the Dynamic EMA becomes too lagged to react to any price movement within a human lifetime.

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