Volume-Confirmed Volatility Breakout (VCVB)

Family: trend_following · Regime: trending · Complexity: medium · Asset classes: Equities, FX, Crypto · Timeframes: H1, H4, D1

Thesis

The hypothesis is that sustainable trends are preceded by volume confirmation (VPCI) and intermediate momentum alignment (CCI), whereas 'false' breakouts lack volume support or occur at points of momentum exhaustion (RSI). By utilizing an ATR-based trigger (UT Bot) and structural exits (ZigZag), the system aims to capture the 'meat' of a move while using volatility-based boundaries (NW Envelope) to define risk relative to current market noise.

Components

• Volume Price Confirmation Indicator (VPCI) (regime) — Filters for high-conviction trends where price movement is fundamentally supported by volume accumulation/distribution rather than low-liquidity spikes.
• CCI / Connectable [Azullian] (direction) — Acts as a directional filter ensuring the strategy only enters in the direction of the dominant intermediate-term momentum.
• UT Bot Alerts (MQL5) (entry) — Provides the high-sensitivity execution trigger based on ATR-filtered price crossovers.
• ZigZag Color (Classic) (exit) — Used to detect structural trend reversals to exit positions before significant drawdown occurs.
• Nadaraya-Watson Envelope (EMA Proxy) (risk) — Provides a volatility-adjusted boundary for stop-loss placement and position sizing.
• Relative Strength Index (Standard) (confirmation) — Prevents entering trades during overextended (exhausted) conditions to minimize buying tops or selling bottoms.

Known failure conditions

• Prolonged periods of 'wash trading' or fake volume causing VPCI to stay positive while price remains flat.
• Mean-reverting 'sawtooth' price action that triggers UT Bot entries but reverses before reaching ZigZag exit thresholds.
• Extremely low liquidity where the VPCI divisor (Point^2) causes erratic value spikes.

Explore the full interactive blueprint with parameter ranges and evidence on WOBR StrategyVerse, or generate this strategy as an MT4/MT5 Expert Advisor with QuantMogul AI Engine (free download).