Optimized Candlestick Entry Indicator

1. Conflict Prevention System:

Pattern Strength Scoring: Each pattern gets a strength score (0-1) based on how well it matches ideal characteristics
Context Filtering: Patterns only trigger in appropriate market conditions (uptrend/downtrend)
Signal Prioritization: When multiple patterns occur, only the strongest one triggers
Mutual Exclusion: Prevents simultaneous buy/sell signals on the same candle

2. Enhanced Pattern Recognition:

Minimum Strength Threshold: Configurable minimum pattern strength (default 60%)
Trend Context Awareness: Hammer/Inverted Hammer only in downtrends, Hanging Man/Shooting Star only in uptrends
Improved Ratios: Better body-to-wick ratio calculations
Volume Consideration: Patterns require meaningful price ranges

3. Smart Decision Logic:

Pattern Counting: Counts active bullish vs bearish patterns
Conflict Resolution: If both signals exist, chooses the stronger one
Final Signal Generation: Only one signal type per candle

4. Advanced Features:

Trend Filter: Optional MA-based trend filter (20-period default)
Strength Display: Shows pattern strength percentage in labels
Context Information: Alerts include trend direction
Visual Enhancements: Larger, clearer signals with strength indicators

5. Configuration Options:

Trend Filter Toggle: Enable/disable trend-based filtering
Minimum Pattern Strength: Adjust sensitivity (0.3-1.0)
Individual Pattern Control: Enable/disable specific patterns
Visual Customization: Control labels, shapes, and alerts

How It Prevents Conflicts:

Context Separation: Bullish patterns only trigger in bearish contexts and vice versa
Strength Comparison: When conflicts arise, only the strongest pattern signals
Pattern Validation: Each pattern must meet strict strength criteria
Final Decision Layer: A final logic layer ensures only one signal type per bar

This optimized version will give you clear, non-conflicting entry signals with much higher accuracy and reliability!Retry