MASU+ v8.2 (DC+NW+ELM+VIX) [1H] — Strategy by Mark_Novak

By Mark_Novak

Performance Metrics

Description

# MASU+ Institutional v8.2 (DC+NW+ELM+VIX)## OverviewMASU+ v8.2 is a multi-factor institutional-grade strategy that combines nine independent analytical components into a single weighted confluence framework. The system does not rely on any single indicator or pattern. Every entry requires agreement across trend structure, momentum, order flow, market microstructure, neural network prediction, channel position, volatility regime, and macro sentiment before a position is opened.The strategy is designed for the 1H timeframe but functions on 15M through 4H. It supports equities, indices, forex, metals, crypto, energy, and commodities with automatic parameter adaptation per asset class.---## Core ArchitectureThe decision engine scores each trade opportunity on a weighted scale across all active components. A minimum confluence threshold must be met before any entry is permitted. Each component contributes independently, and the final score determines both the entry decision and the position size.### 1. Nadaraya-Watson Kernel Ribbon (8 bands)Eight Gaussian kernel regression lines with Fibonacci-spaced bandwidths (3, 5, 8, 13, 21, 34, 55, 89) form a non-parametric trend ribbon. Unlike moving averages, kernel regression provides statistically optimal smoothing without lag accumulation at longer periods.The ribbon evaluates structural ordering: when 6 or more of 7 adjacent pairs are correctly sequenced (fast above slow for bullish, inverse for bearish), the trend filter passes. Bandwidth scaling adapts automatically to current volatility relative to its 50-period average, widening in volatile conditions and tightening in calm markets.The slope of the fastest kernel line (NW1) serves as an additional confluence vote for directional momentum.### 2. ELM Neural Filter (Online Learning)An Extreme Learning Machine with 7 input features trains directly on the chart in real time:- RSI (14) normalized- Rate of Change (5-period)- Distance from EMA 200 (%)- ADX strength- NW1 kernel slope- NW ribbon ordering score- Volume ratio to 20-bar averageThe network outputs a probability (0.0 to 1.0) of the next N bars closing higher. Weights update on every confirmed bar using gradient descent with weight decay, creating continuous adaptation to changing market behavior.A calibration system tracks rolling prediction accuracy and adjusts the effective weight of the ELM vote in the confluence score. If accuracy drops below 48%, the ELM contribution is automatically reduced toward zero. If accuracy exceeds 56%, the contribution is amplified up to 1.5x.Position sizing optionally scales with signal quality: 7+ component agreement receives full allocation, 5-6 receives 80%, below 5 receives 60%.### 3. VIX Fear and Greed Sentiment (New in v8.2)The system pulls daily VIX data and classifies market sentiment into five regimes:- Extreme Fear (VIX > 30): Position size reduced to 0.5x. Optional blocking of new long entries.- Fear (VIX 22-30): Position size reduced to 0.75x. Confluence weight favors short direction.- Neutral (VIX 14-22): Standard sizing. No directional bias from sentiment.- Greed (VIX 12-14): Position size increased to 1.15x. Confluence weight favors long direction.- Extreme Greed (VIX < 12): Position size increased to 1.3x. Strong long bias.VIX momentum is tracked via 5-period rate of change. A spike above +5% ("Panic Spike") forces position sizing down to 0.7x regardless of the absolute VIX level. A drop below -5% ("Relief") signals improving conditions.The system also evaluates VIX relative to its 20-day SMA. When VIX exceeds 120% of its own average, an additional bearish penalty is applied to the market prediction score.These three inputs (level, momentum, relative position) are combined into a Market Prediction score ranging from -2.0 to +2.0, translated into a directional outlook: Bullish, Lean Bull, Neutral, Lean Bear, or Bearish. This outlook is displayed on the dashboard and included in alert messages.### 4. Donchian Channel (Enhanced in v8.2)A 20-period Donchian Channel provides three functions:Trend Filter: Price above the channel midpoint permits long entries; below permits shorts. This single rule eliminates the majority of counter-trend entries.Breakout Trigger: A confirmed close above the prior upper band or below the prior lower band generates a fourth entry type alongside trend, breakout, and mean-reversion triggers.Squeeze Detection: When channel width (as a percentage of price) falls below 60% of its 50-period average, the system flags a squeeze condition. Historically, volatility contractions of this magnitude precede directional moves. The squeeze is highlighted with an orange background tint and displayed on the dashboard.Channel position is calculated as a 0-100% scale (distance from lower to upper band) and classified into zones: BOT, LOWER, MID, UPPER, TOP. This provides immediate context for whether price is extended or has room to move.Optional: Stop loss can be placed at the opposite channel boundary instead of ATR-based calculation.### 5. Market Breadth (SPX Proxy)Daily SPX500 close relative to its 200-period EMA serves as a risk-on/risk-off filter. When SPX trades above the 200 EMA, the system adds a confluence vote for long entries. Short entries are not penalized during risk-off conditions, as they align with the broader environment.### 6. Multi-Timeframe Trend FilterThe 4H timeframe EMA 21/55 crossover and close position relative to EMA 21 must confirm the trade direction. This is weighted at 2.0x in the confluence system, making it the single most influential component. A trade that lacks higher-timeframe confirmation must compensate with strength across all other components.### 7. Order Flow AnalysisIntraday VWAP is calculated from tick-level volume and price. Cumulative Volume Delta (CVD) tracks the running balance of buying versus selling pressure. The order flow filter requires either:- CVD above its 20-period SMA and rising, with price above VWAP (bullish)- CVD below its SMA and falling, with price below VWAP (bearish)This ensures entries align with actual capital flow, not just price movement.### 8. Smart Money ConceptsThe system identifies and visualizes five institutional patterns:Order Blocks: The last opposing candle before an impulsive move. Bullish OB (green box) marks institutional demand; bearish OB (red box) marks supply.Fair Value Gaps: Three-candle price gaps exceeding 0.5x ATR where ranges do not overlap. These unfilled gaps act as magnets for price.Liquidity Sweeps: Price briefly exceeds a key high or low but closes back inside, indicating stop-hunting by institutional participants. Marked with orange "LIQ" labels.Break of Structure: A confirmed close beyond the last swing high (bullish BOS) or swing low (bearish BOS) signals trend continuation or reversal. Marked with green/red "BOS" labels.Demand and Supply Zones: Areas of strong impulsive price action preceded by opposing candles. These zones persist until invalidated by price.### 9. Volatility Regime AdaptationATR percentile rank over 100 periods classifies the current environment:- High Volatility + Trending (HV-TR): SL 1.5 ATR, TP 2.5 ATR. Full parameters.- High Volatility + Ranging (HV-RNG): SL 1.2 ATR, TP 1.8 ATR. Tighter targets.- Low Volatility + Trending (LV-TR): SL 1.5 ATR, TP 2.5 ATR. Standard trend parameters.- Low Volatility + Ranging (LV-RNG): SL 1.0 ATR, TP 1.5 ATR. Conservative.This prevents the system from using trending-market stops in a range environment and vice versa.---## Entry LogicFour trigger types generate entries:1. Trend Following: EMA 21/50 crossover with ADX above threshold, price beyond EMA 200, and above-average volume.2. Breakout: Close beyond 20-bar high/low with volume confirmation.3. Mean Reversion: Price beyond Bollinger Bands with RSI reversal signal in ranging conditions.4. Donchian Breakout: Close beyond prior Donchian upper/lower band with volume confirmation.Every trigger must additionally pass all active filters: MTF trend, NW Kernel Ribbon, Order Flow, Smart Money, Donchian Channel trend, ELM neural, VIX sentiment, and minimum weighted confluence score.---## Exit LogicPartial Take Profit: 50% of position closes at 1.5 ATR in profit. This locks in gains while allowing the remainder to capture extended moves.Trailing Stop: Remaining position uses an adaptive trailing stop that activates after price moves 25% of the full TP distance. Trail offset is 0.2 ATR.Hard Stop: Regime-adapted ATR-based stop loss. Optionally replaced by the opposite Donchian Channel boundary.Asset-Adaptive Adverse Exit: Stocks use a tighter 0.7 ATR adverse threshold; other asset classes use 1.0 ATR.---## Risk ManagementEquity Guard: Pauses trading after 5 consecutive losses or when drawdown exceeds 15% from peak equity. Resumes after a 50-bar cooldown period.VIX-Adjusted Sizing: Position size scales from 0.5x (extreme fear) to 1.3x (extreme greed) based on real-time VIX classification. VIX panic spikes override to 0.7x regardless of level.Quality-Based Sizing: Signal quality (confluence score relative to maximum possible) further adjusts position size from 0.6x to 1.0x.---## Asset DetectionThe system automatically identifies the instrument type from the ticker name and adjusts behavior accordingly. Supported groups: Metals, Crypto, Indices, Energy, Forex, Stocks, Commodities. Manual override is available via dropdown.---## DashboardTwo display modes: Full (20 rows) and Compact (12 rows). All information is color-coded:- Signal direction with confidence percentage- VIX level and sentiment classification- Market prediction outlook with directional score- Donchian position, zone, squeeze/expansion status- Multi-timeframe trend alignment (15M, 1H, 4H)- ADX with trend/range classification- ELM AI prediction with rolling accuracy- SPX breadth status- Volume relative to average with spike/low warnings- Volatility regime with current SL/TP multipliers- NW Ribbon state and ordering count- Order Flow direction- Smart Money status with BOS alerts- VIX momentum and size multiplier- Equity guard status with loss count and drawdown- Trade statistics with win rate---## Alert FormatAlerts include: direction, entry type (TREND/BRKOUT/MREV/DC), asset type, confidence percentage, ELM probability, VIX sentiment, market outlook, Donchian zone, and volatility regime.Example: BUY XAUUSD | TREND | Metals | Conf:87% | AI:0.72 | VIX:NEUTRAL | LEAN BULL | DC:UPPER | HV-TR---## Configuration NotesThe strategy ships with defaults optimized for 1H charts. For other timeframes:- 15M: Reduce Donchian period to 14. Consider lowering ADX threshold to 25.- 4H: Increase Donchian period to 30. NW lookback can be reduced to 40.- Daily: Increase Donchian period to 55. Disable time filter.For crypto markets, disable the time filter (24/7 trading) and consider disabling market breadth (SPX correlation varies).Commission is set at $7 per order and slippage at 2 ticks. Adjust these to match your broker.---## DisclaimerThis strategy is provided for educational and analytical purposes. Past performance in backtesting does not guarantee future results. Trading involves substantial risk of loss. Always use proper risk management and test thoroughly on a demo account before deploying capital.Partnership Vector, LLC | BertTradeTech | Mark Novak

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