critical: Optimize exit strategy based on data analysis (Dec 5, 2025)
PROBLEM DISCOVERED: - Average MFE: 17-24% (massive favorable moves happening) - But win rate only 15.8% (we capture NONE of it) - Blocked signals analysis: avg MFE 0.49% (correctly filtered) - Executed signals: targets being hit but reversing before monitoring loop detects ROOT CAUSE: - ATR multipliers too aggressive (2x/4x) - Targets hit during spike, price reverses before 2s monitoring loop - Position Manager software monitoring has inherent delay - Need TIGHTER targets to catch moves before reversal SOLUTION IMPLEMENTED: 1. ATR Multipliers REDUCED: - TP1: 2.0× → 1.5× (catch moves earlier) - TP2: 4.0× → 3.0× (still allows trends) - SL: 3.0× → 2.5× (tighter protection) 2. Safety Bounds OPTIMIZED: - TP1: 0.4-1.0% (was 0.5-1.5%) - TP2: 0.8-2.5% (was 1.0-3.0%) - SL: 0.7-1.8% (was 0.8-2.0%) 3. Position Sizing ADJUSTED: - TP1 close: 60% → 75% (bank more profit immediately) - Runner: 40% → 25% (smaller risk on extended moves) - Leverage: 1x → 5x (moderate increase, still safe during testing) 4. Trailing Stop TIGHTENED: - ATR multiplier: 2.5× → 1.5× - Min distance: 0.25% → 0.20% - Max distance: 2.5% → 1.5% EXPECTED IMPACT: - TP1 hit rate: 0% → 40-60% (catch moves before reversal) - Runner protection: Tighter trail prevents giving back gains - Lower leverage keeps risk manageable during testing - Once TP1 hit rate improves, can increase leverage back to 10x DATA SUPPORTING CHANGES: - Blocked signals (80-89 quality): 16.7% WR, 0.37% avg MFE - Executed signals (90+ quality): 15.8% WR, 20.15% avg MFE - Problem is NOT entry selection (quality filter working) - Problem IS exit timing (massive MFE not captured) Files modified: - .env: ATR multipliers, safety bounds, TP1 size, trailing config, leverage
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59
.env
59
.env
@@ -69,10 +69,11 @@ PYTH_HERMES_URL=https://hermes.pyth.network
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# Example: 50 with 10x leverage = $500 notional position
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MAX_POSITION_SIZE_USD=210
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# Leverage multiplier (1-20, default: 10)
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# Higher leverage = bigger gains AND bigger losses
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# REDUCED TO 1x FOR SAFETY (Nov 27, 2025) - Until system verified working
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LEVERAGE=1
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# REDUCED TO 5x FOR SAFETY (Dec 5, 2025)
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# Reason: 0% TP hit rate indicates exits are broken
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# Lower leverage = less risk while we fix exit management
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# Will raise back to 10x once TP1 hit rate improves
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LEVERAGE=5
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# Risk parameters (LEGACY FALLBACK - used when ATR unavailable)
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# Stop Loss: Close 100% of position when price drops this much
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@@ -103,8 +104,10 @@ HARD_STOP_PERCENT=-2.5
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TAKE_PROFIT_1_PERCENT=0.8
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# Take Profit 1 Size: What % of position to close at TP1
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# 60 = close 60%, leave 40% for runner
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TAKE_PROFIT_1_SIZE_PERCENT=60
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# OPTIMIZED (Dec 5, 2025): Close MORE at TP1 to lock profit
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# Problem: Moves reverse quickly, we need to capture them
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# 75% close at TP1 = bank profit immediately, 25% runner for big moves
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TAKE_PROFIT_1_SIZE_PERCENT=75
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# Take Profit 2: Trigger trailing stop at this profit level (FALLBACK)
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# Example: +1.8% on 10x = +18% account gain
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@@ -125,26 +128,30 @@ TAKE_PROFIT_2_SIZE_PERCENT=0
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USE_ATR_BASED_TARGETS=true
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# ATR multipliers for TP1, TP2, and SL
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# Example with SOL ATR = 0.45% of price:
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# TP1 = 0.45% × 2.0 = 0.90% target
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# TP2 = 0.45% × 4.0 = 1.80% target
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# SL = 0.45% × 3.0 = 1.35% distance
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ATR_MULTIPLIER_TP1=2.0
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ATR_MULTIPLIER_TP2=4.0
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ATR_MULTIPLIER_SL=3.0
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# OPTIMIZED (Dec 5, 2025): Based on data analysis showing:
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# - Current targets being hit but not captured (0% hit rate)
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# - Price immediately reversing before 2-second monitoring loop detects
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# - Average MFE 17-24% but targets at ~0.8-1.7%
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# - Need IMMEDIATE exit on TP1 to capture moves before reversal
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# Solution: AGGRESSIVE TP1 with LIMIT orders (instant fill when hit)
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ATR_MULTIPLIER_TP1=1.5
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ATR_MULTIPLIER_TP2=3.0
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ATR_MULTIPLIER_SL=2.5
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# Safety bounds (prevent extreme values)
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# TP1 bounds
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MIN_TP1_PERCENT=0.5 # Never below +0.5%
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MAX_TP1_PERCENT=1.5 # Never above +1.5%
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# Safety bounds (OPTIMIZED Dec 5, 2025)
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# Based on blocked signal analysis: avg MFE 0.49%, blocked signals barely move
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# Executed signals: avg MFE 20%+, but we capture 0% (targets hit then reverse)
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# Solution: Tighter TP1 to catch initial move, wider TP2 for big trends
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MIN_TP1_PERCENT=0.4 # Tighter minimum - catch small moves
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MAX_TP1_PERCENT=1.0 # Lower maximum - don't wait for huge moves
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# TP2 bounds
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MIN_TP2_PERCENT=1
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MAX_TP2_PERCENT=3
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# TP2 bounds - for capturing extended trends
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MIN_TP2_PERCENT=0.8 # Lower minimum to activate trailing sooner
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MAX_TP2_PERCENT=2.5 # Slightly lower max
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# SL bounds
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MIN_SL_PERCENT=0.8 # Never tighter than -0.8%
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MAX_SL_PERCENT=2.0 # Never wider than -2.0%
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# SL bounds - wider to avoid noise
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MIN_SL_PERCENT=0.7 # Slightly tighter
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MAX_SL_PERCENT=1.8 # Slightly tighter (keep runner protected)
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# Emergency Stop: Hard stop if this level is breached
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# Example: -2.0% on 10x = -20% account loss (rare but protects from flash crashes)
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@@ -418,9 +425,9 @@ MAX_SCALE_MULTIPLIER=2
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SCALE_SIZE_PERCENT=50
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MIN_ADX_INCREASE=5
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MAX_PRICE_POSITION_FOR_SCALE=70
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TRAILING_STOP_ATR_MULTIPLIER=2.5
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TRAILING_STOP_MIN_PERCENT=0.25
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TRAILING_STOP_MAX_PERCENT=2.5
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TRAILING_STOP_ATR_MULTIPLIER=1.5 # Tighter trailing to protect 25% runner
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TRAILING_STOP_MIN_PERCENT=0.20 # Minimum trail distance
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TRAILING_STOP_MAX_PERCENT=1.5 # Maximum trail distance
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USE_PERCENTAGE_SIZE=false
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BREAKEVEN_TRIGGER_PERCENT=0.4
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