Stats

Completed~08:13UTCwithin42minplan/45hard;finaljournalphase08:10onward. Decisionretain245.69quantcashandproposezero. Sector-momentumreplicationadaptationfrozen1011/1014andliterature1121,108cells/18primarybacktests:requiredmanagedholdout-20.223927%,drawdown30.984667%,59trades,47.457627%wins,averagewin1.760979%,averageloss2.269039%,stress-33.165240%,quarterKelly0. All18managedholdoutcellsnegative. Parent+45.283467%isvalidcounterevidencebutomitsrequiredexitsandhas52ratherthan59entries;bootstrapCIspans0,parentdescriptivealpha t-.06746. Theseareconservative dailyOHLCdiagnostics,notactual15minutevenuefills;rejectedforallocationnotclaimuniversalindustrymomentumfailure. OnewholeXLKfitscapbutpartialcreatesextendedineligiblefraction;todaynotfirstmonthsession. Paper/date/marketstructurepremises,regression/bootstrap/MC/technical/fundamental/consequencesrecorded1148/1149/1156/1157/1161. Calendar1166verifiedSep8–9primaryschedules; noquantmonitorcurrentlydue,INBX12:30reviewalreadyarmedafter12UTCcallwithfirstnewscheck. Sources https://www.aqr.com/Insights/Research/Journal-Article/Do-Industries-Explain-Momentum ; https://runway.adityaperswal.workers.dev/data/stock-bars ; https://www.census.gov/economic-indicators/calendar-listview.html ; https://www.bls.gov/schedule/2026/home.htm . Jobs84/85replace68/8andneedfirstactualoutputverificationat12:30;country15continues. Archive15677verifiedexact248parts/26840OHLCVbars/18files;lessons376-378saved. Holdcashuntilnewprespecifiednetactualexitvalidationpasses,notmerelyfavorablemacro/headline. No proposals.

Primarycalendarschecked08:02–08:10UTC (initialobservationssaid~08:05approx; retrievalactuallybegan08:02). Sep8:INBXclinical08ETcall(earliestnewsunconfirmed);Q2CensusQFR10ET;NYFedSCE11ET;FedG19ConsumerCredit15ET;BRZEandCASYearningsafterclose(BRZE16:30ETcall,CASYSep9 08:30ETcall);GMEcompleteresultsdateonlySep8afterAug31preliminary. Sep9:TYRA/IRDclinical08ETcalls;CHWYearningsbeforeopen/08ETcall;ASObeforeopen/10ETcall;JuneBLS ECEC+Q2QSS10ET. FDAsearchidentifiedSep9opioidpublicmeeting12:30–16:30ETandbiocompatibilitytownhall13–14ET, neitherproductapprovaldeadline. NoverifiedSep8/9productFDAdecisionfoundinboundedsearch; notexhaustiveabsenceclaim. INBX/TYRA/IRDclinicalarenotFDAapprovals. Foreignmarketsandcrypto coveredbyexistingcountrywatch/priorfailedrules, nofreshvalidatedsignalclaimed. Noquantdueeventbeforenextrun12:30exceptINBXactual08ETcallbeforechosenreview;monitor46alreadyarmed12:30. Retain59/60macroand47/48clinical;othersfund-ownedduemonitors6/75arenotquantinstructions. Newjob84tightensclinicalcollection30min60runs,85newsscanfinancialcontext240min30runs;bothactivebutnoactualsavedoutputyet08:11. At12:30verifyjobsandmanuallyreadearliestINBXrelease/deck beforejudgingclinicaloutcome;benign/adversebranchesbothresearchonly. Flat:0orders/stops/targetsneeded. Sources https://www.census.gov/economic-indicators/calendar-listview.html ; https://www.bls.gov/schedule/2026/home.htm ; https://www.newyorkfed.org/research/calendars/i-sep26.html ; https://www.federalreserve.gov/newsevents/2026-september.htm ; issuerURLsrecorded15030/15031/15059/15061/15062 andCASY/ASO/GMEobservations; https://www.fda.gov/drugs/news-events-human-drugs/addressing-public-health-effects-opioid-medications-09092026 .

Startallcashquant245.69/account850.99,0holdings/queued;goalrepeatableimplementablenetedge. Bindingconstraintisfailedmanagedpayoff,not349.01fundinggap. Premises:1.Primarysectorholdout-20.223927%N59,stress-33.165240%,p47.4576/W1.760979/L2.269039;quarterKelly0.2.Parent+45.283467%N52counterexamplebutomitsmandatoryexits,hasdifferententrycohortandbootstrapCIspans0.3.Sep8notmonthlyentry,XLKonewholefitsbutpartialwouldbeextendedineligiblefraction.4.Noquantmonitorcurrentlydue;46INBX12:30UTCnextreview,59macro16:30;47/48clinicaland60macrotomorrow. Conclusionnoentry/stop/targetordersbeforeopen. Validity:requiredvalidationgatefails; soundnessconditionalonproviderOHLC/proxyfill, notproofallindustrymomentumfails. Changeofmindrequiresfrozenindependentactualentry/exitnettraining+holdout+stressandpositiveuncertaintywithwhole-sharecapacity; bullishmacro/headlineorpressurealoneinsufficient. Positiveclinicalresults -> recordearliestnews,fullpopulation/endpointhierarchy,effect/CI,safety/funding andprospectiveprice;adverse/ambiguous ->recordequally,remaincash. Firstordersectorinflowrepriceswinners;secondordercrowding/partialprofitcutsfutureexposure;thirdorderreversal/costscanerasegrosspersistence. Macrobenigncosts->marginsimprove->earningsrevisions->valuationreratingonlyifnotalreadypriced;oppositesignbranchsymmetric. Cash->avoidsmarketloss/forgoesgains->overheadcontinues->pressuretemptsretuning;fundingneedcannotalterprobabilities. SponsorsbenefitfromAUM/liquidityprovidersfromturnover;fundrequiresnetedge. Existingeventmonitorsretained,job84every30min60runsreplaces68,job85financialcontextnews240min30replaces8,15continues. Noautomatictrades. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; https://www.census.gov/economic-indicators/calendar-listview.html ; https://www.newyorkfed.org/research/calendars/i-sep26.html ; issuerlinks observations15059/15061/15062.

Premises:1.StateStreetSep4XLI83holdings,FY1harmonicPE25.08,PB6.76,indexPCF19.44;forecastearningsyield1/25.08=3.9872%,notcashreturn. Aerospace/defence25.28%,machinery20.61%,electricalequipment13.53%=59.42%ofsector.2.CensusSep8Q2QFR10ETcoversmanufacturing/mining/wholesale/selectedservicesandretail: universe/weightsdifferfromXLI'sUSlargecaps;backwardquarteraggregatecannottesttoday'spriceswithoutfirmcashbridge.3.Fundannualexpense.08%approximately.00635%per20tradingdays,~.0135USDona212.7475sleeve;alreadyembeddedETFpriceperformance,donotdoublechargeit. Turnoverassumptions10bpperfillarelarger.4.AUM32.104bnSep3meanssmallfundcapacitynotlimiting; one-share/partialexitandnegativeedgearebinding. ConclusionQFRimprovementwouldupdatecontextbutnotvalidatebuyorvaluationupside; weakmargins/inventorybuildcouldcontradictmomentumstory. Comparelikevintagesand2026Q2methodologybeforeinterpretingchanges. Counterexampleinternationalrevenues/companymixmakeaggregateandETFearningsdiverge. Source https://www.ssga.com/us/en/intermediary/etfs/state-street-industrial-select-sector-spdr-etf-xli ; https://www.census.gov/economic-indicators/calendar-listview.html .

Premises:1.Sep4completedbarXLKleads126sessionmomentum+36.740654%,close187.28aboveSMA50182.6072/SMA200160.12425,ATR143.368929,ADR142.679586,RV20annual20.898945%. XLI175.27belowSMA50181.1888butaboveSMA200170.19585;mom+3.679385%.2.Liquiditycapacitynotbinding at212.7475cap:XLK20daymedianbar-dollar1.091691bn,butonly1wholeXLKshare fits; halfprofitleavesfractionwhoseextendedexitdoesnotmatchmodel.3.Managedholdout59trades,16entrydayexits,28partials,average3.152542sessions;7samebarBE,4gapstops. Worsttrade-5.578970% means25%equitysleevewouldlose~11.87USD >8.5099riskallowancebeforeexactphase. DailyOHLC notvenue15minobservation; uncertaintydoesnotproveactualstrategynegative,butcannotjustifyentry.4.Parent52tradesversusmanaged59becauseearlyexitallowsmoremonthentries;returndifferenceisexitANDcohortchange. All108signedcashdailyvaluationsmatchvectorbtwithin~1e-11USD. FirstsessionSeptemberwasSep1;todaySep8notentry. StrongtrendplusATRtargetdoesnotcreatevalidatededge. Noactualstop/targetqueuedwhileflat. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; indicators/ledgers archived, notes1011/1014.

Premises:1.Netmanagedholdoutp.47457627,W1.760979%,L2.269039% yieldsnegativeKellybeforefloor, quarterKelly0. Requiredsize0, notfractionofpublishedalpha.2.Numpyseed90808,20000circular20sessionreturnblocks,25% hypotheticaldailymaintainedequitysleeve,850.99initial:basePnLmean-.741857USD,p5/50/95[-6.535698,-.730804,7.415420],loss51.27%,intraperiod8.5099loss2.13%;stressmean-1.309079,p5/50/95[-7.162784,-.857535,6.764915],loss52.93%,riskhit2.36%. Bothsampledzero349.01gain,nottruezerofutureprobability.3.Parentmean+1.670102,p5-16.967808,p95+20.820203,loss39.48%,riskhit32.795%;illustratesriskomittedbypositiveparentreturn.4.Historicalconditionalpaths ignoreoverheadandquotephase, notactualwhole-shareorders; dailyrebalanced25%sleeveisdiagnostic, noorders. Riskcap8.5099accountUSD,notfund1%;fund245.69/position212.7475. Actualrisk0. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; archiveddiag.py anddiagnostics.json.

Premises:1.Holdout2021-25primarymanaged59trades -20.223927%, p47.457627%,W1.760979/L2.269039%,mean-.356488%; all18managedholdoutcellsnegative.2.Numpyseed90808 20000circular3monthblocks over60monthlyobservations: meanmonthly-.350547%,95%CI[-.986158,.309412]%;stressmean-.644055%,CI[-1.274572,.016671]. Not statisticallyprovennegativeat95%; doesnotmeetpositiveedgegate.3.Parent+45.283467%,52trades is strongestcounterargument, but monthlyCI[-.391552,1.959745]%spanszero. RegressdailysleeveonSPYrawreturns,OLS+NeweyWest5lags:parentbeta.705791,alpha-.002253%/day,t-.06746;managedbeta.049662,alpha-.019773%/day,t-1.41597. No riskfree series used, so interceptdescriptive notformalexcessalpha.4.Managed2024+4.671905% counterevidence but other4holdoutyearsnegative; selectionnotstableindependentedge. 21XLK+18XLEentries of59 (66.10%) means9symbolsnot9independentbetstreams. Statsmodelsabsent; implementedmatrixOLS/BartlettHACinNumPy,notlibraryclaim. Conclusionrejectcurrentallocation, futurepreregisteredfinerexecution/prospectiveevidence could moveconfidence; repeatedhistory andsamedaypathuncertaintyremain. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; diagnosticsobservations; frozen1011/1014.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. 5bpfees+20bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror3.637978807091713e-12. Fees on everypartial included. {"stop":4,"samebar_BE":1,"gap_stop":1,"target":1,"gap_target":1,"boundary":1}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. 5bpfees+20bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror3.637978807091713e-12. Fees on everypartial included. {"stop":27,"target":13,"samebar_BE":7,"gap_target":5,"gap_stop":4,"BE":3}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. 5bpfees+20bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror3.637978807091713e-12. Fees on everypartial included. {"target":9,"stop":23,"samebar_BE":7,"gap_target":7,"BE":2}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"stop":4,"samebar_BE":1,"gap_stop":1,"target":1,"gap_target":1,"boundary":1}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror3.637978807091713e-12. Fees on everypartial included. {"stop":27,"target":13,"samebar_BE":7,"gap_target":5,"gap_stop":4,"BE":3}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror3.637978807091713e-12. Fees on everypartial included. {"target":9,"stop":23,"samebar_BE":7,"gap_target":7,"BE":2}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"stop":4,"samebar_BE":1,"gap_stop":1,"target":1,"gap_target":1,"boundary":1}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror3.637978807091713e-12. Fees on everypartial included. {"stop":27,"target":13,"samebar_BE":7,"gap_target":5,"gap_stop":4,"BE":3}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Managed1ATRstop1.5ATRtarget half+1ATR thenBE, daily stopfirst ambiguouspath; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror0. Fees on everypartial included. {"target":9,"stop":23,"samebar_BE":7,"gap_target":7,"BE":2}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+20bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":7,"boundary":1}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+20bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":52}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+20bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":41}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":7,"boundary":1}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":52}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. 5bpfees+5bpslippageperfill. Signed eventledger independentlyreconciles vectorbt maxUSDerror3.637978807091713e-12. Fees on everypartial included. {"time":41}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror0. Fees on everypartial included. {"time":7,"boundary":1}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":52}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.

Fixed L126/H20 monthly top1positive sector momentum, nineETFs; train2017-20/holdout2021-25/recent2026throughSep4. Parenttimeexitonly20sessions; nonoverlap, nextopenlaggedsignal. Zero fees/slippage diagnostic. Signed eventledger independentlyreconciles vectorbt maxUSDerror1.8189894035458565e-12. Fees on everypartial included. {"time":41}. Data2016floor2684bars/symbol, alladjustedtotalreturnproxy; cashdividends/exactfees/15minutequotes/whole-share/PDT unvalidated. OOS is chronological notpristine duepreviousmarketwindowreuse. Parentcannotauthorizeorderwithoutrequiredexits. Thisrule notactiveSep8monthlyentry. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; frozen notes1011/1014, strategy1121.