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16:00-19:30 UTC\"],\"rejected_windows_utc\":[\"Asia 00:00-06:59 UTC\",\"Rollover\\\/off-hours 20:00-23:59 UTC\",\"signals too late to enter and exit before same-day cutoff\"]},\"same_day_exit_rule\":\"open trades are closed at the last available 15-minute close at or before 20:45 UTC on the entry date\",\"range_rule\":[\"previous 12 completed 15-minute candles define the range\",\"range high is the highest high of those candles\",\"range low is the lowest low of those candles\",\"range width must be at least 0.75 ATR(14)\",\"range width must be no more than 4.00 ATR(14)\"],\"long_setup\":[\"EMA(20) above EMA(50)\",\"signal candle closes above the previous 12-candle range high\",\"breakout close is at least 0.10 ATR(14) above the range high\",\"breakout close is no more than 0.90 ATR(14) above the range high\",\"signal candle closes in the upper 40% of its candle range\",\"entry long at the next 15-minute open\"],\"short_setup\":[\"EMA(20) below EMA(50)\",\"signal candle closes below the previous 12-candle range low\",\"breakdown close is at least 0.10 ATR(14) below the range low\",\"breakdown close is no more than 0.90 ATR(14) below the range low\",\"signal candle closes in the lower 40% of its candle range\",\"entry short at the next 15-minute open\"],\"stop_rule\":\"stop is placed beyond the signal candle extreme with a 0.25 ATR(14) buffer\",\"target_rule\":\"fixed 1.3R target from entry\",\"whipsaw_exit\":\"long exits on close back below the broken range high; short exits on close back above the broken range low\",\"overlap_filter\":\"one open trade per pair\",\"same_candle_rule\":\"if stop and target are touched during the same 15-minute candle, stop is recorded first\",\"position_sizing\":\"results are measured in R; no account balance, leverage, compounding, or lot sizing is simulated\"},\"cost_assumptions\":{\"spread_pips\":[0.5,1.5,3],\"slippage_pips_per_side\":[0.1,0.5,1],\"baseline\":{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.5},\"swap_or_rollover\":\"not included because trades are forced flat before the same-day cutoff\"},\"metrics_to_record\":[\"technical_candidate_count\",\"accepted_trade_count\",\"rejected_candidate_count\",\"rejection_reasons\",\"number_of_trades\",\"win_rate_percent\",\"average_win_r\",\"average_loss_r\",\"expectancy_r\",\"profit_factor\",\"max_drawdown_r\",\"worst_losing_streak\",\"average_holding_period_bars\",\"average_holding_period_minutes\",\"median_holding_period_bars\",\"median_holding_period_minutes\",\"total_net_r\",\"same_day_cutoff_exit_rate_percent\",\"session_level_metrics\",\"pair_level_metrics\",\"direction_level_metrics\",\"exit_reason_counts\",\"spread_slippage_sensitivity_by_session\"],\"expected_output_files\":{\"trades_csv\":\"reports\\\/forex_day_trading_strategy_trades.csv\",\"summary_json\":\"reports\\\/forex_day_trading_strategy_backtest_results.json\"},\"limitations\":[\"\\u8be5\\u56de\\u6d4b\\u4e3a\\u5047\\u8bbe\\u6027\\u4e0e\\u6559\\u5b66\\u6027\\u8d28\\uff0c\\u5e76\\u975e\\u4ea4\\u6613\\u4fe1\\u53f7\\u6216\\u5bf9\\u5b9e\\u9645\\u76c8\\u5229\\u80fd\\u529b\\u7684\\u4fdd\\u8bc1\\u3002\",\"\\u8fd9\\u4ec5\\u662f\\u4e00\\u4e2a\\u5f53\\u65e5\\u65e5\\u5185\\u7a81\\u7834\\u6a21\\u578b\\uff0c\\u5e76\\u4e0d\\u4ee3\\u8868\\u8be5\\u5916\\u6c47\\u65e5\\u5185\\u4ea4\\u6613\\u7b56\\u7565\\u5fc5\\u5b9a\\u6709\\u6548\\u3002\",\"yfinance 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session breakout with ATR stop, fixed 1.3R target, and same-day exit review\",\"status\":\"completed_hypothetical_educational_same_day_backtest\",\"created_at_utc\":\"2026-06-30T08:28:46Z\",\"data_window_requested\":{\"period\":\"60d\",\"interval\":\"15m\",\"note\":\"yfinance intraday history is limited and is not a 10-year dataset.\"},\"data_source\":\"yfinance public 15-minute OHLC data\",\"instruments\":[\"EURUSD\",\"GBPUSD\",\"USDJPY\",\"AUDUSD\",\"USDCAD\",\"USDCHF\"],\"baseline_cost_assumption\":{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.5,\"swap_or_rollover\":\"not included because trades are forced flat before the same-day cutoff\"},\"rule_model\":{\"market\":\"major forex pairs available through yfinance synthetic FX tickers\",\"price_data_interval\":\"15-minute public yfinance data\",\"strategy_type\":\"same-day intraday breakout rule with session filter, ATR stop, fixed R target, whipsaw exit, and no overnight holding\",\"accepted_signal_windows_utc\":[\"London 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balance, leverage, or position-size compounding is simulated\"},\"same_day_intraday_control_summary\":{\"technical_candidate_count\":1196,\"accepted_trade_count\":457,\"rejected_candidate_count\":739,\"rejection_reasons\":{\"outside_accepted_session_or_too_late_for_same_day_exit\":560,\"invalid_trade_after_session_filter_or_stop_distance\":71,\"same_pair_overlap\":108},\"same_pair_overlap\":\"not allowed\",\"same_day_exit\":\"positions are forced flat at the last available 15-minute close at or before 20:45 UTC on the entry 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