Multi-Mode Darvas Breakout with Volume-Weighted Liquidity Filters

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

Thesis

Market breakouts from consolidation are only sustainable when accompanied by positive money flow and smoothed momentum. By entering when price breaches a Darvas Box, confirmed by Chaikin Money Flow and SuperTrend, and using low-volume nodes (Supply/Demand zones) as structural stop-loss anchors, the strategy filters out 'fakeouts' that lack institutional backing. The edge lies in the confluence of volume-weighted liquidity gaps and volatility expansion.

Components

• RSIOMA (RSI of Moving Average) (regime) — Used as a regime filter to ensure trades are only taken in the direction of smoothed, medium-term momentum, avoiding the noise of standard RSI.
• SuperTrend (direction) — Acts as the primary directional anchor to prevent trading against the prevailing volatility-adjusted trend.
• Darvas Boxes (Multi-Mode) (entry) — Identifies high-probability breakout points from price consolidation zones; Mode 3 allows for bi-directional market structure signals.
• ATR SL Finder (exit) — Provides a dynamic trailing exit that adjusts to local volatility, protecting gains during trend extensions.
• Dynamic Supply and Demand Zones [AlgoAlpha] (risk) — Used to identify structural support/resistance zones for stop-loss placement and to filter trades that are entering directly into high-volume liquidity clusters.
• Chaikin Money Flow (CMF) (confirmation) — Confirms that the price breakout is supported by actual buying/selling pressure (volume flow) rather than low-volume manipulation.

Known failure conditions

• Successive breakout signals failing to reach a 1:1 Risk/Reward ratio before hitting the trailing ATR SL.
• Price oscillating within a range that is narrower than the ATR SL Multiplier, leading to consistent whipsaws.
• CMF staying near zero during price expansions, indicating a lack of institutional participation.

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