Multi-Oscillator Adaptive Kernel | OpusMulti-Oscillator Adaptive Kernel | Opus 📈
Technical Indicator Overview
The Multi-Oscillator Adaptive Kernel (MOAK) | Opus is a sophisticated technical analysis tool 🛠️ that combines multiple oscillators—RSI, Stochastic, MFI, and CCI—through advanced kernel-based smoothing algorithms.
Designed to filter market noise and deliver clear trend signals, this indicator provides traders with a comprehensive, adaptive view of momentum across various timeframes.
Key Features 🌟
Oscillator Fusion : Integrates normalized readings from RSI, Stochastic, MFI, and CCI for a holistic momentum assessment.
Advanced Kernel Smoothing : Offers three kernel types—Exponential, Linear, and Gaussian—to refine signals and reduce noise.
Customizable Sensitivity : Allows adjustment of lookback periods, kernel length, and sensitivity for tailored responsiveness.
Clear Visual Signals : Displays trend shifts with a color-coded signal line (cyan for bullish, magenta for bearish) and gradient fills for trend intensity.
Overbought/Oversold Zones : Uses a zero line to highlight momentum extremes, with gradient layers indicating signal strength.
Adaptive Signal Design : Dynamically adjusts to market conditions, enhancing reliability across trends and ranges.
Usage Guidelines 📋
Bullish Momentum (Cyan) : Enter long positions when the signal line rises above the zero line, indicating upward momentum.
Bearish Momentum (Magenta) : Consider shorts or exits when the signal line falls below the zero line, signaling downward momentum.
Trend Shifts : Monitor the signal line’s direction and gradient intensity to anticipate momentum changes .
Overbought/Oversold Conditions : Watch for extreme values relative to the zero line to identify potential reversals or pullbacks.
Customizable Settings ⚙️
Oscillator Selection : Enable/disable RSI, Stochastic, MFI, or CCI, and adjust their lookback periods (default: 14 for RSI/Stochastic/MFI, 20 for CCI).
Kernel Type : Choose Exponential (trend-focused), Linear (balanced), or Gaussian (range-friendly) smoothing (default: Exponential) .
Kernel Length : Set the smoothing period (default: 25) for the kernel function.
Sensitivity : Fine-tune responsiveness (default: 1.5) to market changes.
Display Options : Toggle bar coloring and customize gradient layers for a personalized visual experience .
Applications 🌍
The Multi-Oscillator Adaptive Kernel | Opus is a versatile tool for traders seeking noise-filtered momentum signals. Its fusion of multiple oscillators, adaptive kernel smoothing, and gradient visualization makes it ideal for trend-following, counter-trend strategies, and multi-timeframe analysis, offering actionable insights in diverse market conditions .
Technical Methodology (Bonus Section) 🔍
1. Oscillator Fusion : Normalizes and combines RSI, Stochastic, MFI, and CCI values, scaling them around a zero baseline.
2. Kernel Smoothing : Applies Exponential, Linear, or Gaussian kernel weighting to smooth the combined oscillator data, with a secondary smoothing layer for trend confirmation.
3. Visualization : Plots a main signal line with gradient fills (10 layers per side) to reflect trend strength, alongside bar coloring for trend direction.
All under a Creative Commons Attribution-Non Commercial 4.0 International License (CC BY-NC 4.0) © 2025 Opus Capital.
Mediumterm
Dynamic Momentum Bands | OpusDynamic Momentum Bands | Opus
Technical Indicator Overview
The Dynamic Momentum Bands indicator is a sophisticated technical analysis tool 🛠️ that fuses multiple methodologies—RSI (Relative Strength Index), volatility analysis, and adaptive moving averages—to deliver a comprehensive view of market momentum and trend dynamics. This indicator provides traders with a nuanced, actionable perspective on evolving market conditions.
Key Features 🌟
Adaptive Band Calculation ✅ : Dynamically adjusts band width based on price momentum for responsive trend tracking.
Integrated RSI-Driven Volatility Scaling 📊 : Incorporates RSI to modulate band sensitivity, reflecting market volatility shifts.
Multiple Moving Average Options ⚙️ : Supports EMA, SMA, and VWMA for customizable band construction.
Smooth Gradient-Based Visualization 🎨 : Features fluid, color-coded bands for intuitive trend interpretation.
Optional Price Bar Coloring 🌈 : Enhances trend identification with color-coded price bars alongside the bands.
Usage Guidelines 📋
Bullish Trend (Blue Bands) ✅ : Enter long positions when price moves above the bands and RSI approaches or exceeds 50, signaling upward momentum.
Bearish Trend (Pink Bands) ❌ : Consider exiting or shorting when price falls below the bands and RSI drops toward 50 or lower, indicating weakening momentum.
Momentum Shifts : Monitor color transitions and gradient intensity to anticipate trend changes ⚠️.
Volatility Insights : Observe widening bands for breakouts or narrowing bands for consolidation, using RSI context to confirm 💪.
Customizable Settings ⚙️
Price Source : Select the price data (e.g., close, high/low) for calculations 🔧.
RSI Length : Adjust the RSI period (1-50) to suit your timeframe 🎚️.
Band Length : Set the moving average period (5-100) for band smoothing 📏.
Volatility Multiplier : Fine-tune band width to match market conditions 📐.
Band Type : Choose between EMA, SMA, or VWMA for tailored analysis 🔄.
Visual Options : Toggle bar coloring, gradient styles, and color transitions for a personalized display 🖌️.
Applications 🌍
The Dynamic Momentum Bands | Opus is a versatile tool for traders aiming to capture trends and assess volatility with precision. Its integration of RSI-driven scaling, adaptive bands, and visual clarity makes it ideal for trend-following strategies, breakout detection, and market context analysis across diverse trading environments 💼.
Technical Methodology (Bonus Section) 🔍
1. Momentum Calculation :
- Computes RSI with a customizable length.
- Adjusts band volatility based on RSI's distance from the 50 level.
2. Band Construction :
- Applies the selected moving average to the price source.
- Calculates deviations using ATR (Average True Range) for band width.
- Smooths band edges for enhanced visual readability.
All under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0) © 2025 Opus Capital 💼.
MA Smoothed RSI For Loop | OpusMA Smoothed RSI For Loop | Opus
Technical Indicator Overview
The MA Smoothed RSI For Loop | Opus is an innovative technical tool 🛠️ that combines traditional RSI with multiple moving average smoothing options and a unique for-loop calculation method. This indicator provides enhanced trend detection and momentum analysis by applying customizable moving averages to the RSI calculation and implementing a weighted comparison system across multiple timeframes.
Key Features 🌟
• Multi-MA Smoothing Options ✅: Supports 8 different moving average types (EMA, SMA, WMA, VWMA, HMA, RMA, DEMA, or None) for RSI smoothing 📊
• Weighted For-Loop Analysis 🔄: Implements a sophisticated loop calculation that compares current values against historical data with optional weighting ⚡
• Dynamic Color Signals 🎨: Features customizable color themes (Synthwave, Origins, Outrun, Lush, Eighties, Sapphire, Scarlet Blues) for enhanced visual interpretation 🎯
• Comprehensive Dashboard 📊: Includes a detailed information panel with signal strength, trend direction, and duration metrics 📈
Usage Guidelines 📋
• Bullish Signal (Above Upper Threshold) ✅: Enter long positions when the indicator crosses above the upper threshold (default 40) 🚀
• Bearish Signal (Below Lower Threshold) ❌: Consider short positions when the indicator falls below the lower threshold (default -40) 🛑
• Trend Confirmation : Use the weighted for-loop calculation to confirm trend strength and direction 💪
• Signal Stars : Watch for decorative signal markers that appear at trend changes ⭐
Customizable Settings ⚙️
RSI Settings :
• Length : Adjust the RSI calculation period (default: 14) 🔧
• Source : Select price source for RSI calculation (default: close) 📊
Moving Average Options :
• Type : Choose from 8 different MA types for smoothing 📈
• Smooth Length : Set the period for MA smoothing (default: 3) ⚙️
For Loop Parameters :
• Range : Define the comparison range (default: 1 to 50) 🔄
• Weighted Calculation: Toggle weighted vs. unweighted comparison 🎚️
Threshold Settings :
• Upper Threshold: Adjust bullish signal level (default: 40) 📈
• Lower Threshold: Adjust bearish signal level (default: -40) 📉
Applications 🌍
The MA Smoothed RSI For Loop | Opus is particularly effective for:
• Trend identification and confirmation across multiple timeframes
• Momentum analysis with reduced noise through MA smoothing
• Entry and exit signal generation with customizable sensitivity
• Market regime detection through the weighted for-loop calculation
Technical Methodology (Bonus Section) 🔍
1. RSI Calculation :
• Computes traditional RSI using the specified price source and length
• Applies the selected moving average type to smooth the RSI values
2. For-Loop Analysis :
• Compares current values against historical data within the specified range
• Implements optional weighting to give more importance to recent price action
3. Signal Generation :
• Generates signals based on threshold crossings
• Calculates trend strength and duration for additional confirmation
The indicator includes built-in alerts for both long and short signals, a customizable dashboard with three display styles (Minimal, Standard, Full), decorative elements like pulse effects and signal stars for enhanced visualization, and supports multiple color themes for different visual preferences.
All under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0) © 2025 Opus Capital 💼.
DEMA SuperTrend | OpusDEMA SuperTrend | Opus
Technical Indicator Overview
The DEMA SuperTrend | Opus is an advanced trend-following indicator 🛠️ that enhances the traditional Supertrend with Double Exponential Moving Average (DEMA) smoothing for improved responsiveness and reduced lag. Overlaying directly on the price chart, this indicator offers dynamic trend detection with customizable themes, making it a versatile tool for traders navigating market movements.
Key Features 🌟
DEMA-Enhanced Supertrend ✅: Integrates DEMA smoothing (default length: 9) with Supertrend calculations for sharper trend signals.
Adaptive Trend Lines 📉: Plots uptrend and downtrend lines that adjust based on price action and volatility, with customizable color themes.
Buy & Sell Signals 🚦: Marks entry points with ▲ for long signals and ▼ for short signals when trend direction shifts.
Gradient Visualization 🎨: Features a multi-layered gradient fill between the Supertrend line and price, reflecting trend intensity with a thematic color scheme.
Customizable Themes 💡: Offers seven visual themes (Synthwave, Outrun, Lush, Eighties, Sapphire, Scarlet Blues, Origins) to personalize the display.
Custom Alerts 🔔: Provides real-time notifications for long and short signals to keep traders informed.
Usage Guidelines 📋
Long Signal (▲) ✅: Enter long positions when the trend shifts to an uptrend (marked by ▲), indicated by the uptrend line, suggesting bullish momentum.
Short Signal (▼) ❌: Exit or short when the trend shifts to a downtrend (marked by ▼), supported by the downtrend line, signaling bearish momentum.
Trend Confirmation: Follow the Supertrend line’s direction—uptrend for bullish, downtrend for bearish—to align with market trends.
Volatility Insight: Monitor gradient intensity—darker fills indicate stronger trends, while lighter fills suggest weakening momentum.
Customizable Settings ⚙️
Supertrend Parameters: Adjust Supertrend length (default: 2) and multiplier (default: 3.35) to control band sensitivity 🔧.
DEMA Settings: Set DEMA length (default: 9) and select the source (default: HLC3) for smoothing 🎚️.
Visualization Theme: Choose from Synthwave, Outrun, Lush, Eighties, Sapphire, Scarlet Blues, or Origins to customize colors 📏.
Gradient Options: Modify gradient layer count (default: 5) and opacity (max: 50) for a tailored visual effect 🖌️.
Applications 🌍
The DEMA SuperTrend | Opus is ideal for traders seeking a responsive, visually appealing tool for trend-following strategies. Its DEMA-enhanced design, thematic customization, and gradient visualization make it perfect for identifying trend direction, timing entries/exits, and adapting to various market conditions.
All under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0) © 2025 Opus Capital 💼.
