Signal Aggregation

How It Works

Multiple strategies combine to generate high-confidence trading signals.

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1. Analyze

Each enabled strategy analyzes current market data independently.

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2. Weight

Signals are weighted based on each strategy's reliability (1.1x - 1.8x).

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3. Aggregate

Weighted signals combine to produce a final confidence score.

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4. Execute

Trades execute only when confidence exceeds your threshold.

10 Professional Strategies

Strategy Details

đŸŽ¯ 4D Cyclical Pattern Recognition

1.8x

The flagship multi-factor strategy analyzing four dimensions simultaneously: Volume trends, Stochastic oscillator, RSI momentum, and overall Trend alignment. Provides the highest-confidence signals.

Multi-Factor High Reliability All Markets

📈 Heikin-Ashi Trend Detection

1.5x

Uses smoothed candlesticks to filter market noise and identify clear trends. Heikin-Ashi candles average price movements, making trend direction and reversals more visible.

Trend Following Noise Reduction Trending Markets

🌊 Trend Following

1.5x

Follows established market trends using multiple timeframe analysis. Enters on pullbacks within the trend to capture continuation moves with favorable risk/reward.

Trend Multi-Timeframe Strong Moves

đŸ’Ĩ Bollinger Squeeze

1.4x

Detects periods of low volatility when Bollinger Bands compress before explosive moves. Periods of low volatility often precede significant breakouts.

Volatility Breakout Ranging Markets

đŸŽšī¸ Support/Resistance

1.4x

Identifies key price levels where buying or selling pressure concentrates. Trades bounces off support, rejections from resistance, and confirmed breakouts.

Price Levels Bounces Range Trading

⚡ RSI 2-Period

1.3x

Ultra-short-term RSI for detecting extreme oversold/overbought conditions. Extremely responsive to short-term price extremes, ideal for mean reversion entries.

Momentum Mean Reversion Fast Signals

📉 MACD Divergence

1.3x

Identifies divergences between price action and the MACD indicator. When price makes new highs/lows but MACD doesn't confirm, it signals potential exhaustion.

Divergence Reversal Trend Exhaustion

âœ‚ī¸ MA Crossover

1.2x

Classic moving average crossover signals. When faster MA crosses above slower MA, it signals bullish momentum; crossing below signals bearish momentum.

Trend Classic Beginner Friendly

đŸ“ĸ Volume Breakout

1.2x

Detects price breakouts confirmed by significant volume increase. High volume validates breakouts, reducing false signal risk on low-volume fake-outs.

Volume Breakout Confirmation

â†Šī¸ Mean Reversion

1.1x

Trades the tendency of prices to return to their average. When price deviates significantly from its mean, this strategy anticipates a return move.

Counter-Trend Range Statistical
Quick Reference

Strategy Comparison

Strategy Weight Type Speed Reliability Best For
4D Cyclical 1.8x Multi-Factor Medium ⭐⭐⭐⭐⭐ All conditions
Heikin-Ashi 1.5x Trend Slow ⭐⭐⭐⭐ Trending markets
Trend Following 1.5x Trend Slow ⭐⭐⭐⭐ Strong moves
Bollinger Squeeze 1.4x Volatility Slow ⭐⭐⭐ Breakouts
Support/Resistance 1.4x Levels Medium ⭐⭐⭐⭐ Range trading
RSI 2-Period 1.3x Momentum Fast ⭐⭐⭐ Quick reversals
MACD Divergence 1.3x Reversal Medium ⭐⭐⭐ Trend exhaustion
MA Crossover 1.2x Trend Slow ⭐⭐ Clear trends
Volume Breakout 1.2x Breakout Fast ⭐⭐⭐ Confirmations
Mean Reversion 1.1x Counter-Trend Medium ⭐⭐ Range markets
Pro Tips

Recommended Combinations

Not all strategy combinations work equally well. Here are battle-tested setups.

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Tier 1: Best Overall

4D Cyclical + Heikin-Ashi + RSI 2-Period

Multi-factor confirmation with timing precision. Combined weight: 4.6x

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Tier 1: Breakout Focus

Volume Breakout + Support/Resistance + 4D Cyclical

Catches breakouts at key levels with confirmation. Combined weight: 4.4x

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Tier 2: Trend Suite

Heikin-Ashi + MA Crossover + Trend Following

Best for strong directional markets. Combined weight: 4.2x

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Tier 2: Mean Reversion

RSI 2-Period + Support/Resistance + Bollinger Squeeze

Best for range-bound markets. Combined weight: 4.1x

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Avoid conflicting combinations: MA Crossover + Mean Reversion generate opposing signals (trend vs reversal). Using all reversal strategies misses trending moves.

Master These Strategies

Download the complete Strategy Manual for detailed configuration guides and market condition recommendations.

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