Confluent Volume-Breakout Framework

Family: breakout · Regime: trending · Complexity: high · Asset classes: Equities, Forex, Commodities · Timeframes: H1, H4, D1

Thesis

Breakouts often fail due to lack of broad-market participation or entering at the point of volatility exhaustion. By requiring high volume-weighted momentum (VF) and a high technical confluence score (IAE) while ensuring price is not 'too far' from its model (MAPE), we can filter for breakouts with genuine institutional backing and remaining 'runway'. Daily High/Low levels provide the necessary institutional liquidity anchors for risk placement.

Components

• Indicator Sample (Bar Count Logger) (regime) — Serves as a data-integrity regime filter to ensure all complex lag-heavy indicators (IAE, MAPE) have sufficient historical depth for calculation before firing signals.
• Volume Force (VF) (direction) — Provides the directional bias by ensuring price movement is supported by volume-weighted momentum, filtered through a zero-lag EMA.
• TradeBreakOut (TBO) (entry) — Identifies the specific mechanical entry point when price deviates beyond its recent 50-period range.
• ATR Heiken Ashi (exit) — Uses synthetic smoothed volatility to set a trailing stop that is less sensitive to minor noise than standard ATR.
• Daily High Low MTF (risk) — Provides structural support/resistance levels from the higher timeframe to anchor the Stop Loss and calculate position size.
• IAE — Technical Confluence Score (confirmation) — Acts as a multi-modal filter to ensure the breakout is supported by at least 6 out of 10 technical layers (Trend, RS, Breadth, etc.).
• Mean Absolute Percentage Error (MAPE) (volatility_filter) — Filters out 'exhaustion' breakouts by ensuring the current price hasn't deviated too far from its rolling model average (preventing buying the top).

Known failure conditions

• IAE Confluence Score remains stagnant despite large price moves (indicating internal component failure).
• Daily High/Low levels are too tight (near-zero range), leading to extreme position sizes and immediate stop-outs.
• MAPE remains consistently high in a parabolic market, causing the strategy to miss the entire trend.

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