OPEN-SOURCE SCRIPT
RSI-Gauss-Velocity-Strategy-WiP
Strategy Overview: RSI-Gauss-Velocity-Strategy-WiP
This high-performance strategy captures trend expansions by combining N-Pole Gaussian Filter signal processing with Stochastic RSI momentum. Unlike traditional moving averages, the Gaussian Filter creates a responsive, low-lag baseline and volatility channel designed to filter market noise and focus on true directional energy.
The Mechanics
Gaussian Channel: Uses a 4-pole bell-curve weighting to create a "Filtered True Range".
Momentum Confirmation: Entries require Stoch-RSI to be at extreme levels (>80 or <20) to ensure breakouts are backed by cyclical momentum.
Trend Alignment: Longs are only taken when the Gaussian trend is sloping upward.
Key Logic Upgrades
Momentum Velocity Exit: Replaces static exits with a slope exhaustion filter that senses when a trend is "tired," locking in profits before a price crash.
Asymmetric Profit Protection: Allows aggressive momentum exits only when in profit, giving losing trades room to breathe while protecting gains during "blow-off tops".
Compounding Retention: Avoids hard trailing stops to stay in winning trades longer, significantly boosting compounding potential.
Performance Evolution (Nov 2014 – Mar 2026)
The optimized version represents a massive leap in efficiency over the original script:
Total P&L: Increased from +2,610% to +45,383%.
Profit Factor: Improved from 5.69 to 5.78.
Drawdown: Maintained at a stable -20.28% despite the exponential profit increase.
Optimized for: BTC, ETH, and high-beta trending assets on 1H, 4H, and Daily timeframes.
This high-performance strategy captures trend expansions by combining N-Pole Gaussian Filter signal processing with Stochastic RSI momentum. Unlike traditional moving averages, the Gaussian Filter creates a responsive, low-lag baseline and volatility channel designed to filter market noise and focus on true directional energy.
The Mechanics
Gaussian Channel: Uses a 4-pole bell-curve weighting to create a "Filtered True Range".
Momentum Confirmation: Entries require Stoch-RSI to be at extreme levels (>80 or <20) to ensure breakouts are backed by cyclical momentum.
Trend Alignment: Longs are only taken when the Gaussian trend is sloping upward.
Key Logic Upgrades
Momentum Velocity Exit: Replaces static exits with a slope exhaustion filter that senses when a trend is "tired," locking in profits before a price crash.
Asymmetric Profit Protection: Allows aggressive momentum exits only when in profit, giving losing trades room to breathe while protecting gains during "blow-off tops".
Compounding Retention: Avoids hard trailing stops to stay in winning trades longer, significantly boosting compounding potential.
Performance Evolution (Nov 2014 – Mar 2026)
The optimized version represents a massive leap in efficiency over the original script:
Total P&L: Increased from +2,610% to +45,383%.
Profit Factor: Improved from 5.69 to 5.78.
Drawdown: Maintained at a stable -20.28% despite the exponential profit increase.
Optimized for: BTC, ETH, and high-beta trending assets on 1H, 4H, and Daily timeframes.
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