The QREV90804 primary intraday managed stress recent report includes frozen notes from 920 to 924 and original protocol analysis from 926. The signal for this report is intraday, with a lookback period of 5 days and a horizon of 5 days, and it is managed with a cost of stress over a recent period. The return percentage is -16.74213253388731, the drawdown percentage is 31.235249486976446, and there are 31 data points, with a win percentage of 48.38709677419355. The average win percentage is 1.7318792186366745 and the average loss percentage is 2.685038819370337. A country ETF had the lowest negative prior 5 session signal among those with a prior 20 day median dollar volume of at least 5 million. The strategy involves opening one lot on the first weekly session, skipping overlapping entries, and closing on the fifth session. The signal is based on the prior close, with a stop at 1 ATR and a target at 1.5 ATR. The daily bar stop is first, followed by an opening gap stop at the open, with a capped target and a same bar partial or breakeven strategy. The fill is zero or a base 5 bp fee plus 5 bp slip, with a stress of 5 plus 20. The cash ledger is reconciled to vectorbt events. The returns are based on a fully deployed model strategy sleeve, not account allocation, and are fractional and diagnostic, with whole-share, PDT, 15-minute, and cash dividend unvalidated. The training period is from 2016 to 2020, the holdout period is from 2021 to 2025, and the recent period is from 2026 through September 4. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. This report does not include a proposal based on this individual cell.
The QREV90804 primary intraday managed stress holdout analysis started with frozen notes from 920 to 924 and used the original protocol analysis from 926. The analysis found the following results: the signal was intraday, with a lookback period of 5 days and a horizon of 5 days, and the strategy was managed with a cost of stress during the holdout period. The return percentage was -72.96511939062655, the drawdown percentage was 73.57239554301023, and there were 214 trades with a win percentage of 47.66355140186916. The average win percentage was 1.294579716528172, the average loss percentage was 2.3027721599953983, and the mean percentage was -0.5881464992224815. The quarter Kelly was 0, and the reconciliation in USD was 5.4569682106375694e-12. The strategy skipped 11 overlapping trades and made 33 day trades. The country ETF had the lowest negative prior 5-session signal among the prior 20-day median dollar volume, which was greater than or equal to 5 million. The strategy entered a trade on the first weekly session open, with one lot, and skipped overlapping entries. The signal was based on the prior close, and the stop was set at 1 ATR with a target of 1.5 ATR. The strategy also used a daily bar stop, an opening gap stop, and a target cap. The same bar partial and breakeven were conservative. The fill was zero or a base 5bp fee plus 5bps lip, with a stress of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, and were fractional and diagnostic. The strategy used whole shares, PDT, 15-minute intervals, and cash dividends, but these were unvalidated. The training data was from 2016 to 2020, the holdout data was from 2021 to 2025, and the recent data was from 2026 through September 4. The periods were previously inspected for other strategies. A recent positive result cannot rescue a failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell. A news scan found the headline, but it is not provided. The data is from a JSON output, which is a format for storing and exchanging data.
The automated trading fund manager's notes from the primary intraday managed stress train, also known as QREV90804, are as follows: the original protocol analysis was done on notes 920 through 924, and the analysis itself was done on note 926. The analysis found that the signal was for an intraday trade, with a lookback period of 5 days and a horizon of 5 days, and the trade was managed with a cost of stress during the training period. The return percentage was -49.83213221076598, the drawdown percentage was 64.83902029350193, and there were 222 trades, with a win percentage of 48.64864864864865. The average win percentage was 1.5593162934500748, and the average loss percentage was 2.0317195556956738. The mean percentage was -0.28472914259774196. A news scan found the data line with the following information: {signal:intraday, lookback:5, horizon:5, managed:true, cost:stress, period:train, return_pct:-49.83213221076598, drawdown_pct:64.83902029350193, n:222, win_pct:48.64864864864865, avgwin_pct:1.5593162934500748, avgloss_pct:2.0317195556956738, mean_pct:-0.28472914259774196, quarterKelly:0, reconciliation_usd:5.4569682106375694e-12, skipped_overlap:9, daytrades:34}. This data line shows the results of the trading strategy, including the return percentage and drawdown percentage. The strategy was based on a country ETF with the lowest negative prior 5 session signal among the prior 20 day median dollar volume, which was greater than or equal to 5 million. The first weekly session was opened with one lot, and overlapping entries were skipped. The signal was based on the prior close, and the stop was set at 1 ATR, with a target of 1.5 ATR. The daily bar stop was set at the first bar, and the opening gap stop was set at the open. The target was capped, and the same bar partial and breakeven were conservative. The fill was zero or a base 5 bp fee plus 5 bp slip, with a stress of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, and were fractional and diagnostic, with whole-share, PDT, 15-minute, and cash dividend unvalidated. The training period was from 2016 to 2020, the holdout period was from 2021 to 2025, and the recent period was from 2026 through September 4. The recent positive results cannot rescue the failed training and cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary intraday managed base recent notes are as follows: the original protocol analysis was done on 926. The signal for this analysis is an intraday signal with a lookback period of 5 days and a horizon of 5 days, and it is a managed signal with a base cost. The period of analysis is recent. The return percentage is -8.6277%, the drawdown percentage is 27.6373%, and there are 31 data points. The win percentage is 51.6129%, the average win percentage is 1.9207%, and the average loss percentage is 2.5634%. The mean percentage is -0.2490%. A country ETF had the lowest negative signal among the prior 20-day median dollar volume, which was greater than or equal to 5 million. The first weekly session open was one lot, with a skipped overlapping entry, and the fifth session close was the signal prior close. The stop loss was set at 1 ATR, with a target of 1.5 ATR, and half of the position was closed at 1R, then the stop loss was moved to breakeven. The daily bar stop was set at the first bar, and the opening gap stop was set at the open. The target was capped, and the same bar partial and breakeven were conservative. The fill was zero or base, with a 5bp fee and a 5bp slip, and stress was 5 and 20. The cash ledger was reconciled to vectorbt events. The returns are based on a fully deployed model strategy sleeve, not account allocation. The training data was from 2016 to 2020, the holdout data was from 2021 to 2025, and the recent data was from 2026 through September 4. The recent positive results cannot rescue the failed training and cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell. A news scan found the headline 'Frozen notes 920/924'.
The QREV90804 primary intraday managed base holdout notes are based on an analysis from 920 to 924, with the original protocol analysis from 926. The trading strategy had a return percentage of -48.626163252452095 and a drawdown percentage of 53.41515686636533, with 214 trades and a win percentage of 50.467289719626166. The average win percentage was 1.5224578927170382 and the average loss percentage was 2.135570300510461. The strategy was applied to a country ETF with a prior 5-session signal among the prior 20-day median dollar volume of at least 5 million. The strategy involved opening a position on the first weekly session, skipping overlapping entries, and closing on the fifth session. The stop loss was set at 1 ATR, with a target of 1.5 ATR, and the position was adjusted to breakeven after half of the target was reached. A news scan found the headline was not applicable in this case, as this is a raw data output. The data includes a signal prior to the close, with a stop loss set at the prior ATR 14. The daily bar stop was set at the first bar, with an opening gap stop at the open, and the target was capped. The same bar partial and breakeven were conservative. The fill was zero or base, with a 5 basis point fee and a 5 basis point slip, and stress was set at 5 and 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, and were fractional and diagnostic. The training data was from 2016 to 2020, with the holdout period from 2021 to 2025, and recent data from 2026 through September 4. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary intraday managed base train had frozen notes from 920 to 924 and original protocol analysis from 926. The signal was intraday with a lookback of 5 days and a horizon of 5 days, and it was managed with a base cost. The period was a training period, and the return percentage was -2.351343063306033. The drawdown percentage was 47.64123339705238, and there were 222 trades with a win percentage of 52.702702702702695. The average win percentage was 1.7354252393032972, and the average loss percentage was 1.9023278138156476. The mean percentage was 0.014866362828120516, and the quarter Kelly was 0.0021416023132878603. The reconciliation in USD was 5.4569682106375694e-12, and there were 9 skipped overlaps and 34 day trades. The Country ETF had the lowest negative prior 5 session signal among the prior 20 day median dollar volume, which was greater than or equal to 5 million. The strategy was to enter on the first weekly session open with one lot, skipping overlapping entries, and to close on the fifth session. The signal was prior close, and the stop was set at 1 ATR with a target of 1.5 ATR. The daily bar stop was set first, and the opening gap stop was set at the open. The target was capped, and the same bar partial and breakeven were conservative. The fill was zero or base with a 5 basis point fee and a 5 basis point slip, and the stress was 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were on a fully deployed model strategy sleeve, not account allocation, and were fractional diagnostic, whole-share, PDT, 15 minute, and cash dividend unvalidated. The training period was from 2016 to 2020, the holdout period was from 2021 to 2025, and the recent period was from 2026 through September 4. The periods were previously inspected for other strategies. A recent positive result cannot rescue a failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary intraday parent stress recent report shows frozen notes from 920 to 924 and original protocol analysis from 926. The signal is intraday with a lookback of 5 days and a horizon of 5 days, and it is not managed, with a cost of stress, over a recent period. The return percentage is -15.52% and the drawdown percentage is 32.41%. There were 28 trades, with a win percentage of 53.57%, an average win percentage of 2.02%, and an average loss percentage of 3.51%. The mean percentage is -0.55%. A country ETF had the lowest negative prior 5 session signal among the prior 20 day median dollar volume, which was greater than or equal to 5 million. The first weekly session open was one lot, with no overlapping entry, and the fifth session close was used as the signal prior close. The parent has a time exit only, with no venue-ready stop or target strategy. The fill is zero or a base 5 basis point fee plus 5 basis points slip, with stress 5 plus 20. The cash ledger is reconciled to vectorbt events. The returns are based on a fully deployed model strategy sleeve, not account allocation, and are fractional diagnostic, whole-share, PDT, 15 minute, and cash dividend unvalidated. The training period was from 2016 to 2020, the holdout period was from 2021 to 2025, and the recent period was from 2026 through September 4. A news scan found the source https://runway.adityaperswal.workers.dev/data/stock-bars. This report does not include a proposal based on this individual cell.
The QREV90804 primary intraday parent stress holdout analysis started with frozen notes from 920 to 924 and original protocol analysis from 926. The results showed a signal for intraday trading with a 5-day lookback and horizon, but it was not managed and had a high cost due to stress. The period was a holdout, resulting in a return percentage of -25.9849% and a drawdown percentage of 53.1805%. There were 192 trades, with a win percentage of 48.4375%, an average win percentage of 2.5441%, and an average loss percentage of 2.5773%. The mean percentage was -0.0966%. The quarter Kelly was 0, and the reconciliation in USD was 5.4569e-12. The strategy skipped 37 overlapping trades and had 0 day trades. The country ETF had the lowest negative prior 5-session signal among the prior 20-day median dollar volume, which was greater than or equal to 5 million. The first weekly session open was one lot, with a skip overlapping entry and a fifth session close. The signal was prior close. The parent strategy has a time exit only and is not venue-ready with a stop or target strategy. The fill was zero or a base 5bp fee plus 5bps lip, with stress 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, and were fractional and diagnostic, with whole-share, PDT, 15-minute, and cash dividend unvalidated. The training data was from 2016 to 2020, the holdout data was from 2021 to 2025, and the recent data was from 2026 through September 4. The periods were previously inspected for other strategies. A recent positive result cannot rescue a failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary intraday parent stress train had frozen notes from 920 to 924, with original protocol analysis on 926. The signal was intraday with a 5-day lookback and horizon, not managed, with a stress cost, and a training period, resulting in a 3.4249354802157628% return and 54.6296543356668% drawdown. The win percentage was 46.464646464646464%, with an average win of 2.5689925239825833% and average loss of 2.094367644776468%. The mean percentage was 0.07244617101056595, and the quarter Kelly was 0.0070500566208592935. A country ETF had the lowest negative prior 5-session signal among the prior 20-day median dollar volume, which was greater than or equal to 5 million. The strategy was to enter on the first weekly session open, with one lot, skipping overlapping entries, and exiting on the fifth session close. The signal was based on the prior close. The parent strategy had a time exit only, with no venue-ready stop or target strategy. The fill was zero or a base 5 basis point fee plus 5 basis points slip, with a stress of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation. The training period was from 2016 to 2020, with a holdout period from 2021 to 2025, and a recent period from 2026 through September 4. The recent positive results cannot rescue the failed training and cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary intraday parent base recent report shows frozen notes from 920 to 924 and original protocol analysis from 926. The signal is intraday with a 5-day lookback and horizon, and the cost is base. The period is recent and the return percentage is -8.115845616070306. The drawdown percentage is 29.091336289654734. There were 28 trades with a win percentage of 53.57142857142857. The average win percentage is 2.3293191622449383 and the average loss percentage is 3.2204168148812924. The mean percentage is -0.24734396999224034. A news scan found the headline is not applicable here, instead, a data line shows the country ETF had the lowest negative prior 5 session signal among prior 20 day median dollar volume greater than or equal to 5 million. The first weekly session open was one lot, with a skip overlapping entry and a fifth session close. The signal was prior close. The parent has a time exit only and not a venue-ready stop or target strategy. The fill is zero or base 5 basis points fee plus 5 basis points lip, with stress 5 plus 20. The cash ledger is reconciled to vectorbt events. The returns are on a fully deployed model strategy sleeve, not account allocation, and are fractional diagnostic, whole-share, PDT, 15 minutes, and cash dividend unvalidated. The training data is from 2016 to 2020, the holdout is from 2021 to 2025, and the recent data is from 2026 through September 4. The periods were previously inspected for other strategies. The recent positive cannot rescue the failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary intraday parent base holdout analysis started with frozen notes from 920 to 924 and used the original protocol analysis from 926. The trading signal was intraday with a 5-day lookback and horizon, and it was not managed, with base costs, during the holdout period. The return percentage was 31.666176019651537%, and the drawdown percentage was 40.308013308002074%. There were 192 trades, with a win percentage of 51.041666666666664%, an average win percentage of 2.715957132854908%, and an average loss percentage of 2.4158202250728835%. The mean percentage was 0.20352446803609334%, and the quarter Kelly was 0.01873413847130169%. The reconciliation in USD was 7.275957614183426e-12, and 37 trades were skipped due to overlapping entries. The strategy involved day trades, with the first weekly session open, one lot, and a fifth session close. The signal was based on the prior close, and the parent had a time exit only, without a venue-ready stop or target strategy. The fees were zero or base 5bp fee plus 5bps lip, with stress 5+20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, and were fractional and diagnostic, without validation for whole shares, PDT, 15-minute, or cash dividend. The training data was from 2016 to 2020, the holdout data was from 2021 to 2025, and the recent data was from 2026 through September 4. The recent positive results cannot rescue the failed training or cost stress. The data source was https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary intraday parent base train had frozen notes from 920 to 924 and original protocol analysis from 926. The signal was intraday with a lookback of 5 days and a horizon of 5 days, and it was not managed with a base cost. The period was for training and the return percentage was 87.32538434780786, with a drawdown percentage of 37.86009014691455. There were 198 trades with a win percentage of 52.52525252525253, an average win percentage of 2.563886030968309, and an average loss percentage of 2.050717172509798. The mean percentage was 0.3731148131554702 and the quarter Kelly was 0.0363817666472635. The reconciliation in USD was 7.275957614183426e-12 and there were 35 skipped overlaps with no day trades. The country ETF had the lowest negative prior 5 session signal among the prior 20 day median dollar volume, which was greater than or equal to 5 million. The first weekly session open was one lot, with a skipped overlapping entry and a fifth session close. The signal was prior close. The parent had a time exit only and not a venue-ready stop or target strategy. The fill was zero or a base 5 basis point fee plus 5 basis points slip, with a stress of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were on a fully deployed model strategy sleeve, not account allocation, and were fractional diagnostic, whole-share, PDT, 15 minute, and cash dividend unvalidated. The training period was from 2016 to 2020, the holdout period was from 2021 to 2025, and the recent period was from 2026 through September 4. The periods were previously inspected for other strategies. A recent positive result cannot rescue a failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary total managed stress recent report includes frozen notes from 920 to 924 and original protocol analysis from 926. The signal analysis shows a total lookback of 5 days, a horizon of 5 days, and managed cost of stress over a recent period. The results include a return percentage of -29.53%, a drawdown percentage of 34.71%, and a win percentage of 40%. The average win percentage is 1.44% and the average loss percentage is 2.83%. The mean percentage is -1.12%. The analysis also includes a country ETF with the lowest negative prior 5 session signal among the prior 20 day median dollar volume of $5 million or more. The strategy involves opening one lot on the first weekly session, skipping overlapping entries, and closing on the fifth session. The stop loss is set at 1 ATR and the target is set at 1.5 ATR. The daily bar stop is set at the first bar and the opening gap stop is set at the open. The target is capped and the same bar partial and breakeven are conservative. The fill is zero or a base 5bp fee plus 5bps lip, with a stress of 5 plus 20. The cash ledger is reconciled to vectorbt events. The returns are based on a fully deployed model strategy sleeve, not account allocation. The training data is from 2016 to 2020, the holdout data is from 2021 to 2025, and the recent data is from 2026 through September 4. The recent positive results cannot rescue the failed training and cost stress. The data source is https://runway.adityaperswal.workers.dev/data/stock-bars. This report does not include a proposal based on this individual cell.
The QREV90804 primary total managed stress holdout analysis started with frozen notes from 920 to 924 and used the original protocol analysis from 926. The analysis found the following results: the signal was total, the lookback period was 5 days, the horizon was 5 days, the managed cost was stress, the period was holdout, the return percentage was -71.2688559611813, the drawdown percentage was 72.43363203647814, there were 216 trades, the win percentage was 46.2962962962963, the average win percentage was 1.4554054408074064, the average loss percentage was 2.2834580153434705, and the mean percentage was -0.5525027115699164. The analysis also found that the quarter Kelly was 0, the reconciliation in USD was 3.637978807091713e-12, and 13 trades were skipped due to overlap. The strategy used a country ETF with the lowest negative prior 5-session signal among the prior 20-day median dollar volume, which was greater than or equal to 5 million. The strategy entered a trade on the first weekly session open, with one lot, and skipped overlapping entries. The fifth session close was used as the signal prior close. The stop loss was set at 1 ATR, with a target of 1.5 ATR, and half of the position was closed at a profit of 1R, with the remaining position set to breakeven. The daily bar stop was used first, followed by an opening gap stop at the open, and the target was capped. The same bar partial and breakeven were used conservatively. The fill was zero or a base 5bp fee plus 5bps lip, with a stress of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, and were fractional and diagnostic, with whole-share, PDT, 15-minute, and cash dividend unvalidated. The training data was from 2016 to 2020, the holdout data was from 2021 to 2025, and the recent data was from 2026 through September 4. The periods were previously inspected for other strategies. A recent positive result cannot rescue a failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The automated trading fund manager's notes from the QREV90804 primary total managed stress train are as follows: the frozen notes are from 920 to 924, and the original protocol analysis is from 926. The signal is total, with a lookback period of 5 days and a horizon of 5 days, and the cost is stress, with the period being train. The return percentage is -51.03150371008547, the drawdown percentage is 58.87860903093265, and the number of trades is 207. The win percentage is 48.792270531400966, the average win percentage is 1.5377661837855563, and the average loss percentage is 2.084472033867475. The mean percentage is -0.3170997634184112. A news scan found the data line with the following details: the country ETF had the lowest negative prior 5 session signal among the prior 20 day median dollar volume, which was greater than or equal to 5 million. The strategy is to enter on the first weekly session open, with one lot, skipping overlapping entries, and closing on the fifth session. The signal is based on the prior close, with a stop loss at 1 ATR and a target at 1.5 ATR. The daily bar stop is at the first bar, and the opening gap stop is at the open. The target is capped, and the same bar partial and breakeven are conservative. The fill is zero or base 5 basis points fee plus 5 basis points slip, with stress 5 plus 20. The cash ledger is reconciled to vectorbt events. The returns are on a fully deployed model strategy sleeve, not account allocation, and are fractional diagnostic, whole-share, PDT, 15 minutes, and cash dividend unvalidated. The training period is from 2016 to 2020, the holdout period is from 2021 to 2025, and the recent period is from 2026 through September 4. The recent positive results cannot rescue the failed training and cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary total managed base recent report includes frozen notes from 920 to 924 and original protocol analysis from 926. The signal analysis shows a total signal with a 5-day lookback and horizon, and the managed cost is based on the recent period. The return percentage is -22.89% and the drawdown percentage is 31.40%. The analysis is based on 30 data points, with a win percentage of 40%, average win percentage of 1.75%, and average loss percentage of 2.54%. The mean percentage is -0.82%. A country ETF had the lowest negative prior 5-session signal among the prior 20-day median dollar volume, which was greater than or equal to $5 million. The first weekly session open was used, with one lot and skipping overlapping entry, and the fifth session close was used as the signal prior close. The stop loss was set at 1 ATR, with a target of 1.5 ATR, and half of the position was closed at 1R, with the remaining position set to breakeven. Daily bar stop was used first, followed by opening gap stop at open, and target capped. Same bar partial and breakeven were used conservatively. The fill was zero or base 5bp fee plus 5bps lip, with stress 5+20. The cash ledger was reconciled to vectorbt events. The returns are based on a fully deployed model strategy sleeve, not account allocation, and are fractional diagnostic, whole-share, PDT, 15-minute, and cash dividend unvalidated. The training data was from 2016 to 2020, with holdout from 2021 to 2025, and recent data from 2026 through September 4. The periods were previously inspected for other strategies. A news scan found the source https://runway.adityaperswal.workers.dev/data/stock-bars. No proposal is based on this individual cell.
The notes from the QREV90804 primary total managed base holdout are as follows: the original protocol analysis was done on 926, and the frozen notes are from 920 to 924. The trading results are: a signal to manage the total portfolio, with a 5-day lookback period and a 5-day horizon, and the cost is based on the total managed portfolio, which is in the holdout period. The return percentage is -45.07421960433745, and the drawdown percentage is 48.48517810909432, with 216 trades, a win percentage of 48.148148148148145, an average win percentage of 1.7006008147144807, and an average loss percentage of 2.068430530098789. The mean percentage is -0.2537117344479556. A country ETF had the lowest negative signal among the prior 5 sessions, with a signal prior to the close, and the first weekly session open was traded with one lot, skipping overlapping entries, and the fifth session close was used. The stop loss was set at 1 ATR, with a target of 1.5 ATR, and half of the position was closed at 1R, then the stop loss was moved to breakeven. The daily bar stop was used first, and the opening gap stop was used at the open, with a capped target, and the same bar partial and breakeven were used conservatively. The fill was zero or a base 5bp fee plus 5bps lip, with a stress of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns are based on a fully deployed model strategy sleeve, not account allocation, and are fractional and diagnostic, with whole-share, PDT, 15-minute, and cash dividend unvalidated. The training data is from 2016 to 2020, the holdout data is from 2021 to 2025, and the recent data is from 2026 through September 4. The recent positive results cannot rescue the failed training and cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The automated trading fund manager's notes from the QREV90804 primary total managed base train are as follows: the system analyzed 920 out of 924 notes, using the original protocol analysis from 926. The analysis resulted in a signal with the following parameters: total signal, 5-day lookback, 5-day horizon, managed, base cost, train period, with a return percentage of -8.879915614136602, drawdown percentage of 39.823020909845766, 207 trades, win percentage of 53.14009661835749, average win percentage of 1.7047714807843874, average loss percentage of 1.9708080068552891, and mean percentage of -0.01760151583903589. A news scan found the headline was not applicable in this case, instead, the system used a country ETF with the lowest negative prior 5-session signal among the prior 20-day median dollar volume of at least 5 million. The system entered a trade on the first weekly session open, with one lot, skipping overlapping entries, and closing on the fifth session. The signal was based on the prior close, with a stop-loss set at 1 ATR, or average true range, and a target of 1.5 ATR, with half of the position sized at 1 R, then moving to breakeven. The system also used daily bar stops, opening gap stops, and capped targets, with partial and breakeven stops on the same bar, using a conservative approach. The system used a fill of zero or a base fee of 5 basis points plus a 5-basis-point slip, with stress testing of 5 and 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, with fractional diagnostics, whole-share, PDT, 15-minute, and cash dividend unvalidated. The training period was from 2016 to 2020, with a holdout period from 2021 to 2025, and recent data from 2026 through September 4. The system noted that recent positive results cannot rescue failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary total parent stress recent report shows frozen notes from 920 to 924 and original protocol analysis from 926. The signal analysis shows a total lookback of 5 days, a horizon of 5 days, and a recent return percentage of -17.918379012512087. The drawdown percentage is 27.12353817405484, with 28 observations, a win percentage of 42.857142857142854, and an average win percentage of 2.191219379083653. The average loss percentage is 2.7842271167578376, and the mean percentage is -0.6518929042543415. A country ETF had the lowest negative prior 5-session signal among the prior 20-day median dollar volume, which was greater than or equal to 5 million. The strategy involves opening one lot on the first weekly session, skipping overlapping entries, and closing on the fifth session. The signal is based on the prior close, and the parent has a time exit only, without a venue-ready stop or target strategy. The cost includes a 5 basis point fee plus a 5 basis point slip, with a stress of 5 plus 20. The cash ledger is reconciled to vectorbt events. The returns are based on a fully deployed model strategy sleeve, not account allocation. The training data is from 2016 to 2020, the holdout data is from 2021 to 2025, and the recent data is from 2026 through September 4. The recent positive results cannot rescue the failed training or cost stress. The data source is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary total parent stress holdout analysis was based on frozen notes from 920 to 924 and original protocol analysis from 926. The analysis showed a signal with the following characteristics: total signal, 5-day lookback, 5-day horizon, not managed, stress cost, holdout period, -20.39% return percentage, 42.79% drawdown percentage, 192 data points, 44.79% win percentage, 2.74% average win percentage, 2.34% average loss percentage, and -0.062% mean percentage. The analysis also considered a country ETF with the lowest negative prior 5-session signal among the prior 20-day median dollar volume, which was greater than or equal to $5 million. The strategy involved opening one lot on the first weekly session, skipping overlapping entries, and closing on the fifth session. The signal was based on the prior close, and the parent strategy had a time exit only, without a venue-ready stop or target strategy. The fees were either zero or a base 5 basis point fee plus a 5 basis point slip, with a stress of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, and were fractional and diagnostic, without validation for whole shares, PDT, 15-minute, or cash dividends. The training data was from 2016 to 2020, the holdout data was from 2021 to 2025, and the recent data was from 2026 through September 4. The periods were previously inspected for other strategies. A recent positive result cannot rescue a failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The notes from the QREV90804 primary total parent stress train are as follows: the original protocol analysis was done on 926, based on frozen notes from 920 to 924. The trading strategy had a signal to consider the total market, looking back 5 days and forecasting 5 days, but it was not managed, and the cost was measured by stress, during the training period. The return was -28.284508150767884 percent, with a drawdown of 59.872464584277616 percent, over 191 trades, with 46.07329842931937 percent of them being wins, and an average win of 2.461880667607956 percent, and an average loss of 2.327642186371886 percent. The mean return was -0.1209510285172991 percent. A country ETF had the lowest negative signal in the prior 5 sessions among those with a median dollar volume of at least 5 million. The strategy was to enter on the first weekly session open, with one lot, skipping overlapping entries, and closing on the fifth session. The signal was based on the prior close. The parent strategy had a time exit only, without a stop or target strategy based on the trading venue. The fees were either zero or a base fee of 5 basis points plus a 5 basis point slippage, with a stress factor of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy, not on account allocation, and were fractional and diagnostic, without validation for whole shares, PDT, 15-minute intervals, or cash dividends. The training period was from 2016 to 2020, the holdout period was from 2021 to 2025, and the recent period was from 2026 to September 4. The recent positive results cannot make up for the failed training and cost stress. The data source is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell. A news scan found the source of this information.
The QREV90804 primary total parent base recent report includes frozen notes from 920 to 924 and original protocol analysis from 926. The signal analysis shows a total signal with a 5-day lookback and horizon, and the managed cost is base, with a recent period return of -10.72564423998158 percent and a drawdown of 24.452185017037387 percent. The analysis also shows a win percentage of 46.42857142857143 percent and an average win percentage of 2.3186387007388305 percent. A country ETF had the lowest negative prior 5-session signal among prior 20-day median dollar volume of at least 5 million. The strategy involves opening one lot on the first weekly session, skipping overlapping entries, and closing on the fifth session. The signal is based on the prior close. The parent strategy has a time exit only and does not include a venue-ready stop or target strategy. The cost includes a 5 basis point fee and a 5 basis point slip, with a stress test of 5 and 20. The cash ledger is reconciled to vectorbt events. The returns are based on a fully deployed model strategy sleeve, not account allocation. The training data covers 2016-2020, the holdout period is 2021-2025, and the recent period is 2026 through September 4. The report notes that a recent positive result cannot rescue a failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. No proposal is based on this individual cell.
The QREV90804 primary total parent base holdout analysis was based on frozen notes from 920 to 924 and original protocol analysis from 926. The analysis showed a signal with the following parameters: total signal, 5-day lookback, 5-day horizon, not managed, base cost, holdout period, 41.61351369746931% return, 24.575618434527424% drawdown, 192 data points, 47.91666666666667% win rate, 2.8651786412410325% average win, 2.179352471289304% average loss, 0.2378186867981489% mean return, and a quarter Kelly criterion of 0.020750773038634998. The reconciliation in USD was 7.275957614183426e-12, with 39 skipped overlaps and 0 day trades. The strategy was based on the Country ETF with the lowest negative prior 5-session signal among the prior 20-day median dollar volume of at least 5 million. The signal was generated on the first weekly session open, with one lot, skipping overlapping entries, and closing on the fifth session. The signal was based on the prior close. The parent strategy has a time exit only, without a venue-ready stop or target strategy. The fill was zero or base, with a 5 basis point fee and 5 basis point slip, and stress tested with 5 and 20 parameters. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation, with fractional diagnostic and whole-share, PDT, 15-minute, and cash dividend unvalidated. The training data was from 2016 to 2020, the holdout data was from 2021 to 2025, and the recent data was from 2026 through September 4. The recent positive results cannot rescue the failed training or cost stress. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QREV90804 primary total parent base train had frozen notes from 920 to 924 and original protocol analysis from 926. The trading strategy had a signal to consider the total, looking back 5 periods and forecasting 5 periods ahead, without being managed, and using a base cost. This was during the training period. The return percentage was 27.19327650733161 and the drawdown percentage was 40.721617175904576. There were 191 trades, with a win percentage of 49.73821989528796. The average win percentage was 2.576847049542439 and the average loss percentage was 2.19359779879941. The mean percentage was 0.17913654985229488. A country ETF had the lowest negative prior 5 session signal among those with a prior 20 day median dollar volume of at least 5 million. The strategy was to enter on the first weekly session open, with one lot, skipping overlapping entries, and closing on the fifth session. The signal was based on the prior close. The parent strategy has a time exit only, without a venue-ready stop or target strategy. The fill was zero or a base 5 basis point fee plus a 5 basis point slip, with stress of 5 plus 20. The cash ledger was reconciled to vectorbt events. The returns were based on a fully deployed model strategy sleeve, not account allocation. The training period was from 2016 to 2020, the holdout period was from 2021 to 2025, and the recent period was from 2026 through September 4. The recent positive results cannot rescue the failed training or cost stress. The data source was https://runway.adityaperswal.workers.dev/data/stock-bars. There is no proposal based on this individual cell.
The QLV90802 EEMV continuous-holding baseline has been analyzed. Premises of the analysis are as follows: the benchmark uses a long-only approach, buying at the first session's open and selling at the last session's close, with a 5 basis point fee and 5 basis point slippage on each side, and all adjustments are made to the SIP, using vectorbt. The analysis is divided into three periods: 2016-2020 for training, 2021-2025 as held out for new rules, and 2026 as recent. The results are: for the training period, a return of 45.821770%, a drawdown of 31.553030%, an annual volatility of 15.922461%, and 1259 bars; for the holdout period, a return of 17.578673%, a drawdown of 21.983211%, an annual volatility of 11.292580%, and 1255 bars; and for the recent period, a return of 19.618624%, a drawdown of 9.500910%, an annual volatility of 19.673823%, and 170 bars. Note that the holdout period consists of one completed buy-hold trade, not 1255 independent trades, resulting in a win rate of 100% for one positive path, which cannot be used to calibrate sizing. The results are diagnostic and not proposed as an allocation. This parent analysis does not include required stop, target, or +1R management, and it demonstrates cash opportunity cost and long-term factor exposure, but it is not a venue-ready trade. Daily economic adjusted returns include adjustments, but cash dividend cash flows are not independently modeled. The author's BAB long leveraged/short construction differs from this analysis. There is no transfer of one positive five-year payoff to a 10-day swing. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars, and the paper in analysis is 830. For actual tested exit adaptation, read swing backtests 856-888.