Volume Node Momentum breakout

Family: trend_following · Regime: trending · Complexity: medium · Asset classes: FX, EQUITIES (Futures), CRYPTO (Spot/Perp) · Timeframes: M30, H1

Thesis

The market spends 70% of its time in balance; high-probability trends occur only when price breaks away from a High Volume Node (HVN) and is sustained by aggressive order flow (CVD). By using the Volume by Level Map as a structural anchor and Buddha Money Flow as a conviction filter, we can isolate institutional-backed momentum. t_ma and Heikin-Ashi provide the smoothing necessary to ignore noise once the breakout is confirmed.

Components

• Volume by Level Map (regime) — Identifies High Volume Nodes (HVNs) where liquidity is concentrated; price relative to these levels defines the macro-regime (expansion vs. contraction).
• t_ma (Smoothed LWMA) (direction) — Provides the medium-term directional bias by comparing instantaneous momentum (LWMA) against its own smoothed baseline.
• Buddha Money Flow (entry) — Confirms entries using order-flow imbalances and cumulative delta, ensuring the trend is backed by aggressive market participants.
• Heikin-Ashi Candles (exit) — Acts as a trend-persistence filter, smoothing noise to ensure exits only occur when the structural momentum shifts.
• Chandelier Exit (risk) — Calculates volatility-adjusted risk floors to protect capital and define position sizing based on ATR.

Known failure conditions

• Persistent 'flat' Volume by Level Map where HVNs are distributed equally across a wide range (no clear structure).
• Price oscillating across the t_ma buffers due to low-volatility 'sawtooth' price action.
• CVD divergence where price moves up on negative money flow, indicating a 'thin' or manipulated market.

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