Logit-Momentum Multi-Layered Trend System

Family: hybrid · Regime: trending · Complexity: high · Asset classes: Crypto (specifically ATOMUSDT), Gold (XAUUSD) · Timeframes: 15m (Primary), 30m/1H (Regime Filter)

Thesis

Market trends are most likely to persist when three conditions align: positive multi-timeframe trend strength (ADX/DEMA), a statistically favorable market structure (Logit P), and an immediate burst of tick-level liquidity (Flexible Momentum) following a short-term momentum correction (CCI). By entering only when these independent factors converge, we capitalize on 'participation clusters' while using volatility-based stops to filter out noise.

Components

• DEMA 200 & ADX Combined HUD (regime) — Filters for high-probability trend environments using multi-timeframe ADX strength.
• XAU Trend Volatility Filter (XAU_TVF) (direction) — Determines the immediate trend direction by normalizing MA crossovers against ATR volatility.
• Commodity Channel Index (CCI) (entry) — Triggers entries when price momentum recovers toward the primary trend after a mean-reversion pull-back.
• TopTrend (BBands Stop) (exit) — Provides a volatility-adjusted trailing stop to capture maximum trend extension.
• ATOM Coefficient Indicator (logit) (risk) — Acts as an ML-based risk gatekeeper and ATR-based dynamic stop/target calculator.
• Flexible Momentum (confirmation) — Confirms the signal by ensuring a tick-level momentum burst occurs at the time of entry.

Known failure conditions

• The ATOM Coefficient Model score remains between 0.45 and 0.55 for extended periods, causing signal paralysis.
• Average trade duration falls below the tick-update frequency of the Flexible Momentum indicator.
• The XAU_TVF volatility pressure remains at the 'Clamp' ceiling (3.0) without price movement, indicating toxic volatility.

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).