Logit-Volume Structural Hybrid (LVSH)

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

Thesis

This strategy hypothesizes that directional edge exists when volume-weighted momentum (VF) aligns with a statistical probability of success derived from market structure features (ATOM Logit). By filtering these high-probability windows with Order Block/FVG confirmation, the strategy captures impulsive moves while the CCI exit prevents holding through mean-reverting pullbacks. The 'Empty Slice' regime check acts as a technical gatekeeper for environment stability.

Components

• Supported for-in empty array slice result negative body history (regime) — Used as a 'System Integrity' check; ensures the runtime environment can handle array-based historical references without returning 'na'.
• Volume Force (VF) (direction) — Identifies the underlying buying/selling pressure via volume-weighted price change.
• GOM KOLA SIDO — Full Integration (entry) — Provides the execution trigger via Supertrend crossovers and KOLA pivot levels.
• CCI / Connectable [Azullian] (exit) — Provides a momentum-based exit to capture the meat of the trend before exhaustion.
• ATOM Coefficient Indicator (logit) (risk) — Uses logistic regression to predict directional probability and defines ATR-based risk parameters.
• Order Block / FVG Detector (confirmation) — Confirms that the entry occurs near a structural Fair Value Gap or Order Block.

Known failure conditions

• Logit probability (P) stays between 0.45 and 0.55 for extended periods, indicating no statistical edge.
• Price ignores Order Block/FVG zones entirely, suggesting high-volatility regime shifts.
• System Integrity check returns 'na', preventing execution due to runtime incompatibility.

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