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=== Layer 3: Setup Quality Detection === '''Purpose:''' Score and grade trade setups using 5-factor weighted system '''File:''' <code>src/components/setup_quality_detection.py</code> '''5-Factor Scoring System:''' <pre> +-------------------------+--------+------------------------------------------+ | Factor | Weight | Description | +-------------------------+--------+------------------------------------------+ | Timeframe Alignment | 30% | How many timeframes agree on direction | | Trend Strength | 20% | MA slope, price momentum | | Entry Quality | 15% | Clean candle, near MA, not extended | | Key Level Proximity | 20% | Near support/resistance levels | | Risk/Reward Ratio | 15% | Potential reward vs risk | +-------------------------+--------+------------------------------------------+ = 100% </pre> '''Grade Classification:''' <pre> Score >= 90 --> A+ Grade (Best setups, full position) Score >= 80 --> A Grade (Excellent, 80% position) Score >= 70 --> B Grade (Good, 60% position) Score >= 60 --> C Grade (Average, 40% position) Score >= 50 --> D Grade (Below average, 20% position) Score < 50 --> F Grade (Poor, NO TRADE) </pre> '''Penalty System:''' <pre> Penalties Applied: - Creeper Move detected: -50 points - MA Struggle (price fighting MA): -30 points - Missing Two-Day Trend: -30 points - Phase Mismatch: -25 points - Far from Key Level: -50 points - Far from MA: -40 points Bonuses Applied: + Railroad Trend (strong alignment): +15 points + At Key Level: +10 points + Clean Entry Candle: +10 points </pre> '''Institutional Fight Detection:''' <pre> IF 4H direction != Daily direction THEN Apply 0.7x multiplier to final score (Institutions may be fighting retail) </pre> '''Output:''' <code>SetupQualityResult</code> * <code>grade</code>: A+ / A / B / C / D / F * <code>score</code>: 0 - 100 * <code>factor_scores</code>: Individual factor breakdown * <code>position_size</code>: Recommended lots * <code>risk_percent</code>: Account risk percentage * <code>can_auto_trade</code>: Boolean ----
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