Neural-Aggregate TSI Momentum Hybrid

Family: hybrid · Regime: trending · Complexity: medium · Asset classes: Forex Majors · Timeframes: H1

Thesis

Individual forex pair momentum is often 'noisy' due to local liquidity; however, when an move is corroborated by the entire currency's relative strength index (FXTSI) and aligns with neural-processed price action, it represents a high-probability institutional flow regime. The VWAP balance ensures entries are not over-extended from the session mean.

Components

• TimeBlocks (Multifunctional Period Separator) (regime) — Establishes the structural regime. VWAP balance determines if the asset is in a premium or discount relative to the current session's volume-weighted mean.
• Neural Network Indicator (NNind) (direction) — Processes filtered price action (CLV) to provide a non-linear momentum signal, identifying high-probability micro-trends within the larger structural regime.
• SuperTrend & Pivots (entry) — Provides the mechanical trigger via trend flips or break-and-retest of daily central pivot levels.
• MACD & OSMA Cloud Hybrid (exit) — Uses color-coded OsMA acceleration to exit before a full trend reversal, capturing the 'meat' of the momentum move.
• SuperTrend MT5 (FxGeek) (risk) — Defines volatility-adjusted stop-loss levels and informs position sizing based on the current ATR-derived market noise.
• Forex True Strength Index (FXTSI) (confirmation) — Provides the fundamental 'edge' by confirming that the individual pair move is supported by aggregate strength/weakness across the entire currency complex (28 pairs).

Known failure conditions

• Extreme low-volatility periods where the price remains pinned to the VWAP balance line for extended sessions.
• Data feed desynchronization between the 28 pairs required for FXTSI calculation.
• Failure of the pre-trained NNind weights to handle structural volatility shifts (e.g., black swan events).

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