Slope & MA Cross + Acc + Range Filter — Strategy by hkbayram
By hkbayram
Performance Metrics
- Author: hkbayram
- Symbol: BINANCE:TAKEUSDT.P
- Timeframe: 3 minutes
Description
Slope & MA Cross + Acceleration + Angle Filter StrategyThis strategy combines Moving Average Velocity (Slope), Momentum Acceleration, Trigonometric Angle Filtering, and Dynamic Risk Management (Shrinking SL) into a unified quantitative trading framework. It is designed to capture early trend reversals while aggressively filtering out sideways/ranging market noise, especially on lower timeframes (e.g., 3-minute or 5-minute charts).---### 🚀 Key Features#### 1. Momentum Acceleration (Early Signal Logic)Instead of waiting for price crossovers or MA slope direction changes—which can introduce lag—the strategy measures the 2nd derivative of the Moving Average (Acceleration):Acceleration = Current Slope - Previous SlopeThis allows the algorithm to detect early deceleration at market bottoms/tops before the Moving Average officially changes direction.#### 2. Scaled Trigonometric Angle FilterRanging markets often trigger costly false signals (whipsaws). The strategy calculates the slope angle using the arctangent function:Angle = degrees(arctan(Price Change % * Multiplier))Using an Angle Sensitivity Multiplier, micro percentage changes on short timeframes (e.g., 3m) are scaled across a wider degree spectrum, allowing precise filter fine-tuning to ignore sideways consolidation.#### 3. Dynamic Shrinking Stop LossTo protect profits during exhausting trends, the strategy features a Shrinking Stop Loss. When a trade reaches a specific profit threshold and momentum starts fading, the stop-loss level dynamically tightens toward the current price structure.#### 4. Real-Time DashboardThe built-in table displays live information including:- Current Position Status & Market Regime (Trending vs. Ranging)- MA Slope, Acceleration, and Scaled Angle Values- Real-Time Open PnL (%) and Total Net Profit ($ / %)---### ⚙️ How to Use1. Apply to Chart: Best suited for fast-moving assets on low timeframes (3m / 5m / 15m) using responsive MAs like Hull MA or ALMA.2. Tune Angle Filter: Adjust Angle Sensitivity Multiplier and Minimum Trend Angle to filter out local consolidation areas.3. Execution: All trades are executed upon bar confirmation (barstate.isconfirmed) to prevent repainting.