Paper Strategy Scorecard Mode: read-only Runtime: /home/agent/.local/state/CryptoTradingBot 1. candidate_v65_signal_sampler_aggressive: status=Research, score=62, running=yes, closed=36, win=44.4%, pf=1.52, pnl=+4.4600, max_dd=-6.2754, coin_leakage=66.7%, reasons=drawdown above 5 USDC; more than 2 consecutive losses; research sampler / not champion 2. candidate_v66_squeeze_breakout_sampler: status=Research, score=60, running=yes, closed=2, win=100.0%, pf=99.00, pnl=+8.3126, max_dd=+0.0000, coin_leakage=100.0%, reasons=sample < 5 closed trades; coin leakage above 70%; research sampler / not champion 3. v59_1_frequency_boost: status=Research, score=60, running=yes, closed=4, win=75.0%, pf=89.94, pnl=+3.2946, max_dd=-0.0370, coin_leakage=75.0%, reasons=sample < 5 closed trades; coin leakage above 70% 4. v60_survival: status=Research, score=60, running=yes, closed=4, win=75.0%, pf=88.04, pnl=+3.2243, max_dd=-0.0370, coin_leakage=75.0%, reasons=sample < 5 closed trades; coin leakage above 70% 5. candidate_v62_loose_trend_rebound: status=Research, score=60, running=yes, closed=3, win=66.7%, pf=99.00, pnl=+2.3320, max_dd=-0.0048, coin_leakage=100.0%, reasons=sample < 5 closed trades; coin leakage above 70% 6. v61_tight_survival: status=Research, score=60, running=yes, closed=4, win=50.0%, pf=29.40, pnl=+1.2558, max_dd=-0.0442, coin_leakage=75.0%, reasons=sample < 5 closed trades; coin leakage above 70% 7. candidate_v64_squeeze_survival_wide: status=Research, score=60, running=yes, closed=3, win=66.7%, pf=99.00, pnl=+0.9565, max_dd=-0.0012, coin_leakage=100.0%, reasons=sample < 5 closed trades; coin leakage above 70% 8. candidate_v63_loose_fast_decay: status=Research, score=60, running=yes, closed=3, win=33.3%, pf=12.14, pnl=+0.5085, max_dd=-0.0457, coin_leakage=100.0%, reasons=sample < 5 closed trades; coin leakage above 70% 9. candidate_v64_squeeze_survival_strict: status=Research, score=60, running=yes, closed=3, win=33.3%, pf=12.71, pnl=+0.4143, max_dd=-0.0354, coin_leakage=100.0%, reasons=sample < 5 closed trades; coin leakage above 70% 10. candidate_v62_scalp_fast_rebound: status=Research, score=60, running=yes, closed=3, win=33.3%, pf=9.51, pnl=+0.4024, max_dd=-0.0473, coin_leakage=100.0%, reasons=sample < 5 closed trades; coin leakage above 70% 11. candidate_v65_signal_sampler_conservative: status=Research, score=57, running=yes, closed=24, win=54.2%, pf=1.80, pnl=+6.1193, max_dd=-2.6341, coin_leakage=70.8%, reasons=coin leakage above 70%; research sampler / not champion 12. candidate_v69_squeeze_breakout_confirmed: status=Research, score=43, running=yes, closed=2, win=50.0%, pf=1.39, pnl=+1.0166, max_dd=-2.6373, coin_leakage=50.0%, reasons=sample < 5 closed trades; research sampler / not champion 13. candidate_v67_trend_pullback_sma_vwap: status=Research, score=29, running=yes, closed=22, win=31.8%, pf=0.53, pnl=-6.3999, max_dd=-10.0689, coin_leakage=18.2%, reasons=profit factor below 1.1; total PnL not positive; drawdown above 5 USDC; more than 2 consecutive losses; research sampler / not champion 14. candidate_v68_bollinger_rsi_mean_reversion: status=Research, score=29, running=yes, closed=22, win=22.7%, pf=0.40, pnl=-8.1712, max_dd=-8.2293, coin_leakage=18.2%, reasons=profit factor below 1.1; total PnL not positive; drawdown above 5 USDC; more than 2 consecutive losses; research sampler / not champion 15. candidate_v62_anti_chop_context: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 16. candidate_v62_deep_capitulation: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 17. candidate_v62_micro_size_explorer: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 18. candidate_v62_quality_only: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 19. candidate_v73_multi_day_trend_investment: status=Research, score=20, running=yes, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive; research sampler / not champion 20. candidate_v74_relative_strength_breadth_guard: status=Research, score=20, running=yes, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive; research sampler / not champion 21. v44_original_fast_reentry: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 22. v47_high_volume_cooldown: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 23. v48_fast_cooldown_dynamic_config: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 24. v50_data_scientist_baseline: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 25. v51_iron_hold: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 26. v52_trend_lock: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 27. v53_pullback_sniper: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 28. v54_hybrid_engine: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 29. v55_apex_sniper: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 30. v56_apex_predator_focus: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 31. v58_dynamic_spiderweb: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive 32. v59_baseline_filter: status=Research, score=20, running=no, closed=0, win=0.0%, pf=0.00, pnl=+0.0000, max_dd=+0.0000, coin_leakage=0.0%, reasons=sample < 5 closed trades; profit factor below 1.1; total PnL not positive