ATOM Logit-Gap Convergence System

Family: hybrid · Regime: trending · Complexity: high · Asset classes: Crypto (ATOMUSDT) · Timeframes: 15m, W1

Thesis

This strategy hypothesizes that the Sunday Opening Gap sets a psychological anchor for weekly bias in ATOMUSDT, which can be exploited when a logistic regression model (ATOM Coefficient) detects specific inefficiencies (FVGs/Swing Pressure) that are further validated by TSI momentum. The edge resides in the confluence of low-frequency structure (Weekly Gap) and high-frequency predictive modelling (15m Logit).

Components

• Sunday Opening Gap (regime) — Establishes the weekly bias; gaps indicate overnight sentiment shifts that often dictate the week's directional flow.
• TSI Convergence Divergence (TSI_CD) (direction) — Filters for double-smoothed momentum alignment to prevent trading against the broader trend.
• ATOM Coefficient Indicator (logit) (entry) — Provides high-probability entry triggers based on specific ATOMUSDT market structure features and logistic regression.
• Connect MACD (Azullian) (exit) — Functions as a sensitive trend-exhaustion exit to lock in gains before mean reversion.
• Frankenstein Ultimate Pro - ATM Logic (risk) — Dynamic volatility filtering and ATR-based risk management using ZLEMA/LSMA logic.

Known failure conditions

• Market volatility drops significantly below the ATOM Coefficient's fvgMinAtr threshold.
• Logistic regression AUC drops below 0.50 in live testing, indicating a total model breakdown.
• The external TSIs.mq5 library failing to load or update.

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