RMSE-Momentum Volatility Breakout System

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

Thesis

Market trends are most sustainable when price breakouts are accompanied by a positive shift in volume momentum and price remains above its historical prediction error (RMSE). By filtering for smoothed RSI strength (RSIOMA) and institutional volume (PVO), we can isolate 'high-conviction' breakouts from noise-driven volatility.

Components

• RSIOMA (RSI of Moving Average) (regime) — Acts as the primary regime filter; only allows long trades when smoothed momentum is in the upper half (>50) and rising above its own signal line.
• Frankenstein Ultimate Pro - ATM Logic (direction) — Provides the primary trend bias using LSMA (80) for macro direction and TEMA (10) for immediate directional momentum.
• Keltner Channels (entry) — Executes the entry on a volatility breakout. Entering on a channel break ensures price momentum has sufficient 'escape velocity'.
• MACD (exit) — Detects exhaustion in trend momentum; the signal line cross provides a timely exit before price mean-reverts fully.
• Root Mean Squared Error (RMSE) (risk) — Quantifies the 'noise' level around the price trend. Used to set a stop-loss that is mathematically wider than the current prediction error.
• Percentage Volume Oscillator (PVO) (confirmation) — Confirms that the price breakout is supported by an expansion in volume momentum (PVO > 0).
• MA Channel (Framework Version) (volatility_filter) — Filters out low-volatility 'inside' price action. Trade signals only valid if price has cleared the high/low MA bands.

Known failure conditions

• RSIOMA remains pinned above 80 or below 20 for extended periods while price moves sideways (momentum saturation).
• RMSE values exceed 2x the 30-day average, indicating market chaos where statistical error exceeds trend potential.
• PVO remains negative during price breakouts, suggesting low-liquidity manipulation rather than institutional participation.

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