Fisher-NW Structural Breakout System

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

Thesis

Market expansion often follows a breach of the previous day's extreme when aligned with a multi-timeframe trend. The hypothesis is that a combination of a structural breakout (Daily High/Low) and normalized momentum (Fisher) filters out retail traps and aligns with institutional flow, using volatility-based stops (NW Envelope) to survive mid-trend noise.

Components

Sherif Hilo (regime) — Defines the macro-regime to ensure entries only occur in the direction of the dominant multi-day trend.
Fisher Transform (EarnForex) (direction) — Normalizes price distribution to identify cycle peaks and momentum acceleration; used to ensure we are not entering at an exhausted state.
Daily High Low (entry) — Acts as the tactical trigger; breakouts of the previous day's range represent a shift in market structure.
Bears Power (exit) — Used to detect exhaustion in the trend; specifically, a significant spike in selling pressure (Bears Power) signals a Long exit.
Nadaraya-Watson Envelope (EMA Proxy) (risk) — Provides a volatility-sensitive floor/ceiling for stop-loss placement based on non-linear price deviations.
SSL Channel (confirmation) — Provides intermediate trend confirmation, ensuring price momentum has shifted in the desired direction on the local timeframe.
TMA Risk Panel (volatility_filter) — Automates the position sizing logic to maintain consistent 1% risk per trade.

Known failure conditions

Price consistently breaks the previous day's high/low but immediately reverses (failed breakouts).
Sherif Hilo and SSL Channel frequently oscillate in opposite directions.
Market volatility stays consistently within the NW Envelope, preventing profitable expansions.

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).