Daily Range Volume-Confirmed Breakout

Family: breakout · Regime: trending · Complexity: medium · Asset classes: FX, Equities, Commodities · Timeframes: M15, H1

Thesis

The hypothesis is that the previous day's high and low prices act as psychological and structural barriers. A breakout from these levels, when aligned with a long-term trend (SMA) and supported by positive volume-weighted accumulation (CMF), signifies a high-probability continuation of momentum. The edge exists because major market participants use daily extremes to adjust large positions, creating liquidity pockets that trigger volatile moves.

Components

• Simple Moving Average (SMA) (regime) — Acts as a macro trend filter to ensure breakouts are traded in the direction of the prevailing inertia.
• Chaikin Money Flow (CMF) (direction) — Confirms that the breakout is supported by volume-weighted buying pressure (accumulation) rather than low-liquidity spikes.
• Daily High Low (entry) — Identifies significant institutional liquidity levels. A breakout of the previous day's extreme suggests a shift in market structure.
• Stochastic Oscillator (exit) — Signals momentum exhaustion; used to capture the meat of the trend before a mean-reversion correction occurs.
• ATR Stop Loss Finder (risk) — Provides a volatility-adjusted buffer to prevent premature stops during the initial breakout volatility.

Known failure conditions

• The strategy fails if the 'breakout' consistently results in 'fakeouts' where price returns to the previous day's range immediately.
• CMF stays near zero while price trends, indicating volume is decoupling from price action.
• Stochastic remains overbought/oversold for extended periods during 'super-trends', leading to premature exits.

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