Stats

Startfundcash235.86/equity850.99,zeroopen/pending verifiedquery_trades; ownclosedBTC10operatorliquidation is not naturalexit calibration. Goalrepeatable netgrowth; bindingconstraint independentlyvalidated edge. Premises1 memorynotes/observations/analyses/lessons read, lesson173applied; no cryptomonitor due beforeSep7 00UTC. 2 Existing vectorbt costeddaily/hourly backtests398-400: BTC-5.391%,DD14.750%,p28.571%,W3.6443%,L2.5035%,N7; ETH+3.266%,DD11.641%,p50%,W3.4032%,L2.6447%,N10; SOL-14.379%,DD21.912%,p22.222%,W4.4156%,L3.3720%,N9. Alltrainingnegative; ETHdoublecost-3.715%. Historicalholdoutalreadyinspected,notindependent. No newbacktestorparametersearch thistradingrefresh. 3 Current481/482 andobservations7348-7360/7368 change context only; completedday unchanged. Conclusionzero PROPOSE/EXIT/ADJUST/FUND. QuarterKelly notional .25*(pW-(1-p)L)/(WL) must pass uncertainty first, then minfund235.86,position212.7475,8.509/stressedloss caps. ETHpositiveplug-in cannot pass robustness; BTC/SOLnegativeexpectancy. Validunderfixedgates; soundnesslimitedsample,aggregationdefects,unmodeled15minfills/exactfees andglobalflows precludepositiveedge, notproof allstrategiesfail. StrongestcounterargumentSOLrally/negativefunding couldprofit, but neither establishes conditionalpayoff. Who benefits from uninformedturnover: venue/liquidityproviders. Chain1 negativefunding->squeezeattention->prospectiveobservations->futurevalidatedtest. Chain2 forceentry->fees/stopovershoot->capitalerosion->shorterrunway. Chain3 compactcollector->fullwatchlist->lessmissingdata->betterfuturevalidation. Quote38active10hourlyruns replaces29; funding21active4runs through22:45. Fivecryptomonitorsunchanged. Next00UTC finalizedSep6bars andjobreview. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://www.okx.com/api/v5/public/funding-rate-history ; https://docs.alpaca.markets/us/docs/crypto-fees . Finishedabout4minutes,under29plan/45hardlimit; records/lessons/reportphase reserved and completed.

Premises1 Python computed quote-age,spread,displayednotional and unchanged-book roundtrip loss1-(bid/ask)*(.9975^2); Sep6 16:32receipt primary snapshots. BTC/ETH/SOL ages7.85/18.00/7.65s, spreads2.813/3.422/6.408bp, asks79.924/82.618/101.338USD,bids79.475/83.187/100.913USD. 2 docs confirmtier1taker25bp/maker15bp,fees on receivedasset; actualfeeaccount reconciliation unresolved. Modelinstantaneousloss.527365/.533422/.563111% excludes extraslippage; fresh quote does not guarantee depth or fill. 3 sample3one-timequotes cannot estimate execution distribution or naturalexitwinrate; ownonlyBTCtradeoperatorliquidated. Wider ten-symbol compacttest8/10fresh; USDC/USDGstale. Conclusion size0 follows failedstrategyvalidation, not blanketclaim crypto cannotprofit. Counterexample makerfeeslower but adverse selection/wait/15minpolling unvalidated. Sources https://docs.alpaca.markets/us/docs/crypto-fees ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots .

Premises1 primary OKX history confirms Sep6 16UTC realized BTC+.165550bp,ETH+.247753bp,SOL-.168069bp; current nextSep7 00UTC forecasts+.173880/+.249726/-.214409bp. Period reconciliation resolves earlierSOL positive settlement versus negative forecast: different periods, not conflicting sources. Endpoint+history are one exchange, not independent corroboration. 2 spotmid BTC79760.88,ETH2483.625,SOL106.124; versus priorrawdailyclose-.10154/+.14948/+2.86822%. PartialSep6 cannot replace completed daily signal475; prior20 thresholds81269.4915/2515.933/109.15 remain prior diagnostics. 3 governing daily/hourly backtests398-400 rejected; new settlement is no costed price edge. Conclusion retainzero. Counterargument negativefunding plus SOL strength could precede squeeze, but no extreme distribution or independent conditional net payoff measured. OI rawcoin/USD recorded7353/7356/7359; cannot infer global positioning or causality. Sources https://www.okx.com/api/v5/public/funding-rate-history ; https://www.okx.com/api/v5/public/funding-rate ; https://www.okx.com/api/v5/public/open-interest ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots .

Start235.86fundcash/850.99equity, no holdings or pending orders; goal repeatable net returns, binding constraint independent net edge. Premises1 notes->observations->analyses->lessons queried; owntrade10 onlyoperatorliquidation, monitors none due. 2 analyses398-400 fixed daily/hourly pullback holdouts BTC-5.391%,ETH+3.266%,SOL-14.379%,N7/10/9; p28.57/50/22.22%,avgwin3.6443/3.4032/4.4156%,avgloss2.5035/2.6447/3.3720%. All training losses; ETHdoublecost-3.715%. No new backtest or holdout fitting in this trading run, reuse recorded experiments as instructed. 3 current technical475 and economics476 yield no validated new signal; allocation0 before quarterKelly/235.86fundcap/212.7475positioncap/8.509planned-loss cap, gap losses not bounded by stops. Conclusion noPROPOSE/EXIT/ADJUST/FUND; no need exits/Rreview when flat. Valid under fixed gates; limited sample, inspectedholdouts, aggregation defects and unknown actualfee/depth mean soundness cannot supportpositiveedge. Counterargument SOLmomentum/negativeforecast or ETHpositivebaseholdout can precede profit; neither repairs costrobustness and independentvalidation. Who benefits: unvalidated turnover pays fees; cash preserves option to deploy later. Consequences1 forecast changes->attention to nextsettlement->prospective dataset, not trade. 2 entering on grossgain->spread/fees->lowernetRR and more demanding exits. 3 pressuretosize->largerloss if model fails->shorter runway; zero avoids adding that risk. Existing jobs21/29 cover untilSep7 00UTC; completed-close23done,nextdayrefresh belongsnextmanager. Five armedcrypto monitors unchanged, none due; no duplicate jobs needed. Gaps named inhandoff: exactfees,15minfills,globalflows,currentstablecoinsupply,issuercreationchanges and unseenedge. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://www.okx.com/api/v5/public/funding-rate ; https://docs.alpaca.markets/us/docs/crypto-fees . Records saved within first5minutes, well under34minuteplan/45minutehardlimit; unused research allowance retained rather than consuming finish.

Premises 1: timestamped venue snapshots13:52:21UTC, BTC/ETH/SOLmid79812.0395/2494.2975/106.635; quoteages118.94/35.94/.94seconds, spread1.714/3.508/12.191bp. Seven of10<=300s, USDC/USDG/PAXGstale; threshold is diagnostic not executable permission. Ask USD79.95/83.17/304.10; bid79.86/83.89/101.38, one displayed level only. https://runway.adityaperswal.workers.dev/data/crypto-snapshots . 2 primary fees reverified0.25% tier1taker eachside on creditedasset https://docs.alpaca.markets/us/docs/crypto-fees . Instantaneous unchanged-book roundtrip loss=1-(bid/ask)*(.9975^2): BTC.516427%,ETH.534274%,SOL.620604%; excludes additional slippage and uncertain fee account reconciliation. 3 prior net range reward/risk431 only1.10-1.25 and polling simulation433 is not a calibrated edge. Conclusion no limit or market proposal; fresh asks exceeding a proposed notional would not guarantee exit depth. Counterexample maker orders reduce posted fee to0.15% but fill selection/wait/adverse movement untested. Zero allocation follows failed strategy validation, not claim fees prohibit all profitable crypto. Prior sole trade10 operator liquidation supplies no natural-exit probability or slippage estimate.

Premises 1: refresh July1-Sep5 raw daily venue bars, exclude partial Sep6; 67 observations each except USDG21 endingSep4, SMA50 unavailable for USDG. BTC79841.951<81269.4915, ETH2479.918<2515.933, SOL103.165<109.15 prior20 closing highs. Three-day returns +3.271/+3.681/+2.728%, so no <-2% pullback. Raw SMA50 trend true but complete-hour aggregation defects remain; diagnostic only. UNI/LTC/LINK breakouts persist under previously rejected rules; universe from analysis427, no fresh ranking or selection. https://runway.adityaperswal.workers.dev/data/crypto-bars . 2: direct OKX13:52 funding forecasts BTC+.005167/ETH+.382579/SOL-.082712bp for16UTC, settlement fields+.615200/+.917749/+1bp. https://www.okx.com/api/v5/public/funding-rate . SOL sign change vs12:45+.084975bp is forecast movement, not completed negative settlement, an extreme, or independent payoff validation. No fresh clock/OI calibration claimed. 3: governing costed daily/hourly backtests398-400 remain rejected; no new strategy or retuning. Conclusion zero eligible entry. Counterexample intraday SOL106.635>completed103.165 indicates momentum but cannot establish completed breakout109.15 or repair negative holdout. Logical implication valid under fixed deployment gates; soundness limited by venue-only sample, existing inspected holdouts and aggregation defects. Observations7324-7347 retain all measured figures.

Premises1 ownmemorynotes/observations/analyses/lessons queriedinorder,closedtrade10operatorliquidationreviewed; zeroholdings/queuedorders meansnoexit/R/horizonadjustment. 2 36paircensus/10quoteaudit andfunding428providefreshcontextbutnoindependentedge; priorcosteddaily/hourly398-400 remainrejected;421CLIisgrossdiagnostic. 3 NetRR431andpolling433invalidate assumingprice1.5R orcontinuousstopfills arecashnettargets/guaranteedlosslimits. 4 Primarynexttwosessioncalendar426recorded; no duecryptomonitor. ConclusionnoPROPOSE/EXIT/ADJUST/FUND,235.86cash,0risk. Changesmindonlyindependentpreregisteredcostrobustdaily/hourlyvalidation,credible15minpolling/depthfees,positiveuncertainty-adjustedquarterKelly beforefund/position/1%riskcaps. Freshbreakoutorbenignmacroonlychangesresearchpriority. Researchmonitors44/45armed; existing16/35/37notdue. Job29testedlocalandreadbackscheduled18hourlyrunscovernextSep7 00UTC; actualfirstsandboxoutputnotyetobserved. Existing21fundingends22:15,23completedcloseends12:15,14/25dailycontinue. Allnewwork421/426-428/431/433-434,lessons149-151,archive412-417sixchunksreadbackexact. Unresolvedcurrentstablecoinsupplyflows,pairedissuercreationhistory,unseenedge,15minaggregationandfillvalidationexplicitlynotassumed. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://www.federalreserve.gov/newsevents/2026-september.htm ; https://www.bls.gov/schedule/2026/ .

Start235.86fundcash,850.99totalequity,zeroopen/queued. Goalrepeatablenetprofit; bindingconstraint validatededge,notcapitalor24haccess. Premises1 strategy398-400traininglosses andETHstressfailure; prior405bootstrapuncertainty; 2 currentcalendar/issuerdata426do notmeasure asurpriseorflows; 3 execution431nominal1.5RRbecomes1.10-1.25net andpollingsimulationshowsovershoot; 4 soleselftrade10operatorliquidation(-.081%price)cannotcalibrate naturalexits/slippage. Validunderfixedgates conclusionsize0. Soundnesslimitationsmissingbars,feesaccountnotreconciled,futurestationarity,globalflowsnotmeasured strengthenabstentionnotuniversalclaimnoedgeexists. Who benefits: repeateduninformedturnoverpaysvenue/liquidityproviders; cashpreservesfundoptionvalue. Chain1 holidayETFunavailability -> spotabsorbsnewinformation -> Tuesdayrepricingpossiblebutdirectionunidentified. Chain2 enlarge targettoforce1.5netRR -> fewerreachableexits -> longerexposureandpollinggaprisk. Chain3 collectfreshquotes+issuerdatedbaselines -> independentfutureevidence -> latercostedpreregistereddecision. BullcaseSOLrally/ETHpositiveholdout meritswatch; cannotovercome failedtraining/coststress. What changesmind: preregisteredunseenpositive training+costrobustdaily/hourlyholdout>=30exits,uncertaintyacceptable,15min/depth/feevalidation,thenquarterKellynotional andmin(cap235.86,212.75,8.509/stressedloss). MerelycrossingBTC81269.49/ETH2515.933/SOL109.15 changeswatchonly. NoPROPOSE/EXIT/ADJUST/FUND. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://www.nyse.com/trade/hours-calendars .

Premises1 fetchedAug7-Sep5completed15min venuebars: BTC2880/2880,ETH2823/2880,SOL2859/2880; zero duplicates,missing57ETH21SOL; exclude gap-crossingreturns. https://runway.adityaperswal.workers.dev/data/crypto-bars . NumPyseed2026090608,20000paths perasset,16hours64polls; sample16 independentblocks eachoffourcontiguous15minlogreturns. Blockcandidates2876/2667/2810. Prioranalysis405roundedADRstops3.663/4.840/6.386%,targets1.5ADR. Firstpollclosecrossingonly; nointrabarcontinuousfills. Stopfirst.795/1.360/1.030%;targetfirst1.165/2.940/.560%;neither98.040/95.700/98.410%. Conditionalstopovershootmedian.124/.188/1.218percentagepoints;95th.612/1.187/3.348pp;hitN159/272/206. These are MonteCarlo outputs NOT calibrated liveprobabilities, strategywinrates or validatedlosslimits. Short30dayrallysample,missingness potentiallynonrandom,stationaryresampling/destroyedlongdependence,andunverified15minbaraggregation/outlierprovenance limit soundness. No fees/depth/delay afterpoll; no newoutofsamplebacktest. Strongcounterargument mostpathsavoidthresholds; answered rareunobservedjumps/depthcanstilldominate1%risk. Validinferenceonly: continuousrangestop assumptiondoesnotboundpollingloss. Do notsize using thisconditionalbootstrap or widen targets. Existingdaily/hourlystrategyrejectionsremain. Script/results archived; sourceclosestvenueproxy notglobalmarket.

Premises1 reuse roundedSep5 reconstructedADRfractions fromanalysis405 BTC3.663%,ETH4.840%,SOL6.386%; these are prior measuredrangeinputs,notfresh tradetargets. 2 Documentedtier1 taker25bp eachside chargedoncreditedasset https://docs.alpaca.markets/us/docs/crypto-fees ; assume10bpslippageeachside asresearchstress,notobservedfill. k=(1-.0025)^2*(1-.001)/(1+.001)=.9930182255. L=1-(1-s)*k;W=(1+1.5s)*k-1. BTC/ETH/SOLnetloss4.3356/5.5044/7.0396%,netwin4.7580/6.5111/8.8139%,RR1.0974/1.1829/1.2521. To algebraicallyreachnet1.5RRtargetsneed7.2522/9.0177/11.3367% but NOT permitted to widen rejectedtargetswithoutnewmeasuredpayoffvalidation. Nominal1%equityriskcaps850.99*.01/L=$196.28/$154.60/$120.89 beforegap/uncertainty; actual0. IndependentquarterKelly gatefailsoverrides positiveplug-in. Snapshotbestask79.45/83.55/100.94USD andbid30/20/99.59USD underscores fillsnotguaranteed https://runway.adityaperswal.workers.dev/data/crypto-snapshots . This fee-on-receivedasset convention differs slightly from fee-on-cashentry ledger; exactaccountactivities stillrequired beforeexecution. Counterexample lower makerfees reducecost but limitfillprobability/adverseselection untested. No new strategybacktest or independentedgeclaimed.

DirectOKXclock-calibrated6/6freshvalues collected~08:03UTC. Offset+.2561s uncertainty.2823s. Forecastnext16UTCfundingBTC+.607874bp,ETH+.913535bp,SOL+1bp; settlementfields+.6152/+.917749/+1bp. OIUSD2.169bn/1.488bn/.312bn. https://www.okx.com/api/v5/public/time ; https://www.okx.com/api/v5/public/funding-rate ; https://www.okx.com/api/v5/public/open-interest . Premises forecastsnotcompletedfunding; OIdoesnotdistinguishlongorShort; oneexchangeisnotglobal. Previouslyrejectednegativefundingreboundtest remainsrejected. No inference leverageextreme without calibrateddistribution; collectionfreshnessvalidatesmeasurementnotstrategy. Job21eightcycles08:15-22:15coverintervaltonext00UTCrun. Allrawobjectsrecorded7071-7078.

Premises1 refreshedpublished36USDpaircensusAug30-Sep5,notliveassetinventory;top10 includesUSDC,USDG,BTC,ETH,SOL,XRP,UNI,LTC,PAXG,LINK. USDGonly4/7days. Rawdailyaggregationhistory unresolved,so turnoverrankingisdiagnostic,notexecutioncapacity. https://runway.adityaperswal.workers.dev/data/crypto-bars . CompletedSep5BTC79841.951 vsprior20closehigh81269.4915,ETH2479.918vs2515.933,SOL103.165vs109.15:no20closebreakout. UNI/LTC/LINKpositivebutpriorrulesrejected; additionalcensusARB,BAT,CRV,GRT,SUSHIleads unvalidated; nolivetuning. 2 At08:04:27quotesBTCmid79832.14,ETH2495.45,SOL105.235,spreads1.513/1.202/6.652bp. Freshness7/10<=300sec; USDCUSDGPAXGstale. https://runway.adityaperswal.workers.dev/data/crypto-snapshots . Freshquotescanstillbeinsufficient for execution. 3 Costed frozenpullback398-400alreadydaily/hourlytested; alltrainingnegative,holdoutBTC-5.391%,ETH3.266%,SOL-14.379%,ETHstress-3.715%. Validinference:noqualifiedentry. CounterexampleSOLgrossCLI31.424% isfullperiod/partialrawday/noindependentcostholdout; notcontradiction to failedrangeexitmodels. Bindingconstraint independentnetedge. Newpaperbreakoutwithoutvalidationchangeswatchonly.

Premises1 Sep7NYSEholiday https://www.nyse.com/trade/hours-calendars ; nextUSsessionsSep8-9. Sep8CensusQ2financialreports14UTC https://www.census.gov/economic-indicators/calendar-listview.html ,NYFedSCE15UTC https://www.newyorkfed.org/research/calendars/i-sep26.html ,Fedconsumercredit19UTC https://www.federalreserve.gov/newsevents/2026-september.htm . Sep9BLSJuneECEC andCensusQ2services14UTC https://www.bls.gov/schedule/2026/ . These are schedules,not surprise forecasts. PPI/CPI Sep10/11 outsidewindow; FOMCSep15-16. 2 IssuerSep4IBITshares1,384,960,000,AUM62.524bn; ETHA464,560,000,AUM8.605bn https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf and https://www.ishares.com/us/products/337614/ishares-ethereum-trust-etf . One-datelevels cannot identify creations; use normalizedsharechanges after nextpublication,not NAV orsecondaryvolume. 3 CircleasofSep3 numericflows absent in extractedpage https://www.circle.com/transparency ; no currentstablecoinsupplygrowthclaim. 4 Sep3ACDC186summaryOct6Sepolia supersedesSep28agenda; ETHAsplitafterOct5close distinctmechanicalevent,ratio unverified. https://ethereum-magicians.org/t/all-core-devs-consensus-acdc-186-september-3-2026/29496 . Conclusion nofundamentalentry. Bullcounterargument institutionalflowmayresume afterholiday; publicationlag andunobservednetflows defeatquantification. Sources close toevents but issuers promoteproducts; no independenteventpayoffstudy. Crypto monitors16/35/37notdue; onlydueFIVEbelongsretiredsocial,notcryptoauthority. Earnings/FDA context ownedbycatalyst; none establishedhere asdirectcryptoedge. Newreviews44/45armed withbothbranches researchonly.

Executed node /app/agent/dist/backtest.js --symbols BTC/USD,ETH/USD,SOL/USD --strategy breakout --lookback 20 --days 365. 366 raw daily bars each include partial Sep6; no fees/slippage or independent holdout. BTC return5.92985%,DD9.03671%,win40%,N20; ETH -14.66542%,DD20.71832%,win18.75%,N16; SOL31.42404%,DD9.92072%,win50%,N12. Positive gross SOL is not evidence to replace recorded daily/hourly costed rejection or validate realistic 15min stops. Not a new optimized rule, no recommendation based on it. Prior fixed pullback tests398-400 and prior breakout tests remain governing rejections; all2026 windows already inspected. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; local CLI source /app/agent/dist/backtest/cli.js. Full output locally cli.json. Current raw-close diagnostic BTC/ETH/SOL not above prior20 completed closes.

Premises1 fundnotes/observations/analyses/lessonsandowntradehistoryqueried; noholding/queuedorder,so noR/target/horizonexitreviewneeded. SoleBTCtrade10operatorliquidationnotnaturalstop/targetedge. 2 Whole36paircensusreviewed incltop10venuespecificturnover; breakoutrejectionsunchanged; today'snewfixedBTC/ETH/SOL3daytrendpullbacktest398-400 losesalltrainingperiods. HoldoutBTC-5.391%,ETH+3.266%,SOL-14.379%,N7/10/9; ETHdoublingcost-3.715%. 3 All20kblockbootstrapmeanrangescross0; noindependentunseen2026validation; 15minexecutionnotmodeled. 4 Current3dayreturnspositive=>0pullbacksignals. Conclusion noPROPOSE/EXIT/ADJUST/FUND; retain235.86cash. Validunderfixedgates; soundnesslimitedbypriorinspection,smallN,missinghourcoverageandassumedfills,counterargumentETHpositiveholdoutanswered405/407. Cashiszeroriskallocationbecauseedgeunvalidated,notbecausefeesaloneproveallcryptostrategiesfail. Kellydimensioncorrectionnote360/lesson140supersedesoldlesson121$2.88belowminimuminference; historicalnegativeholdout/uncertaintyrejectionunchanged. Riskfractionmustconverttonotionalbeforecaps; actualsize0beforeminimum. Fullworkanalyses347CLI,349economics,357stats,398-400backtests,403execution,405simulation,406indicators,407consequences; newfundunjustified. Archive363-385all23partsreadbackverified; rawbarslocalonly. Lessons140-142saved. Existingjobs14/21/23/25andmonitors16/35/37researchonly;06:15fundingcycleverified6/6. Nextmanager08UTC,pricecollector07UTC. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://www.okx.com/api/v5/public/time . Runabout16minwithin42minplan/45hardlimit; finalrecordphasebegan12.5min.

Actualjob21cycleSep6 06:15:31.193UTC exit0,sixofsixclock-calibratedfreshfields; forecastsBTC+.600499bp,ETH+.852359,SOL+1.0; settlementfieldsremain+.038667/+.172141/+.328782. Source https://www.okx.com/api/v5/public/time ; https://www.okx.com/api/v5/public/funding-rate ; https://www.okx.com/api/v5/public/open-interest . Fullclock/OI/forecastobjectsrecordedobservations; noOIbuy/sellinference ornewfundingedge. Nextfunding08:15after08UTCmanager,8cyclesleft; pricejob23next07UTC,6left; dailyquality25nextSep7 04:15,27left; census14nextSep7 02:15,28left. Existingmonitors16/35/37remainarmed; staleSep28monitor10alreadyresolvedandreplacedbyOct6,notreopened. Flatbook,noqueuedorders. Noneoftoday'srejectedpullbacksignalsrequiresanewexecutionjob,so avoidduplicativecollector; alljobsresearchonlyeligible0. Readback23archivechunks363-385exactlymatchlocalpayload,hash759554abfdc42dc2df42cc38800d49adc47c2b11abbb86e309a63746fe0bd07d. Neitherexistingmonitor norcollector isautomaticentrypermission.

Startallcash235.86,nopositionsorqueuedorders; goalrepeatablenetprofit; bindingconstraintindependentcost-robustedge. Premises1 ETH35tradetraining-25.57%,ten-tradehistoricalholdout+3.27%,doublecost-3.72%; 2 no currentpullbacksignal;3 cashfund/1%risklimits do notcreateexpectancy. Validinferenceunderpreregisteredgates: noallocation. Soundnesslimitedbyvenuespecifichistory,missingcoverage,idealizedrangeexecutionandpriorinspection; those limitations weaken adoption,notjustifyit. Strongbullcase tenETHtradesp50%,avgwin3.403%/avgloss2.645% suggestspositiveedge. Counterexample samefixedrulelosesintraining,allnineETHtrainingneighborsnegative,and modestcoststress flipspositiveholdout. Chain1 selectETHbecauseonlypositiveholdout -> fundturnoverincursfee/spread -> operatorrunwayshortensifselectionnoise. Chain2 confuseKellyriskfractionwithnotional -> mis-sizednominalrisk -> capsandstopsfailintendedlossbudget. Chain3 keeprejectedrulefixed andcollectexistingprospectivedata -> independentfutureevidenceaccumulates -> laterallocationonlyifnetedgeand15minexecutionvalidated. Venue/liquidityprovidersbenefitfromunnecessaryturnover; fundbenefitsfromnotpayingforuncertainty. Thesechainsconditional,notcausalestimates. No targetexpandedtofundmonthlyshortfall. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Premise1 completedSep5UTC reconstructedbars: BTC/ETH/SOLaboveSMA50 but3dayreturnspositive, so fixed<-2%pullback conditionfalseforall; latestpricesare completedcloses,notcurrentexecutablequotes. AllRV20abovetrainingmedians; lowvolfilterfalse. Noentrysignal,independently ofrejectedvalidation. Premise2 descriptive5daycloseforwardreturncells after<-2%3daydip splitbySMA50state/trainingmedianRV20. Training/endlabels purged5days; overlappingevents not independenttrades. BTCbulllowvolmean+2.348%,N29train ->-.157%,N12holdout; ETH+.311%,N31 ->+.471%,N17; empty/tinyhighvolbullholdoutcells limitcomparison. LowvolcostedhourlyholdoutBTC-9.051%,ETH+2.244%,SOL-14.379%; nonepassesnegative trainingandcost/uncertainty gates. Do not pick a positive descriptivecell afterseeingresults or conflateforwardcloseswithrangeexitpayoffs. All24cells andcurrentlevelsrecorded6122-6148; nosignalretuning. Source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Premise1 netbaseholdoutpayoffs analyses398-400. NumPyseed2026090606,20000circular2trade-blockbootstrapmeans: BTC95%range[-2.881,1.818]%,ETH[-1.355,2.364]%,SOL[-3.736,.484]%; allcross0. TinyN7/10/9 means these empiricalrangesare not calibratedpopulationconfidence. Hypothetical20trades at10%total-equitynotional,starting850.99 equity/235.86fundcash,cappedcash and25%position: medianendequity837.91/857.29/823.28; lossfreq84.66/29.055/98.815%. Doesnotapply1%stopriskgate,andisnotdeploymentor20trades/monthforecast. Premise2 samplefive24hourlogreturnblocks from2026history,5904validblocks each,20000x120hourpaths; lastcloseADRstop3.663/4.840/6.386%,target5.495/7.261/9.579%. Firsthourlyclosecrossing stop/target/timeoutBTC41.835/21.35/36.815%,ETH42.785/21.98/35.235%,SOL34.465/16.845/48.69%; meanmodelednet-.860/-.960/-.901%. Unconditionalhistoricalblocks preserveintradaydependence,not entryconditioning,multidayregimes,crossassetjointtails,intrahourtouchesor15minvenuepolling. Hence exitodds are scenarios,not the rule's winprobability. StrongcounterargumentETH20trademedianpositive: selectionsurvivorship,negative35tradetraining anddoublingcostsnegativeholdout rebut. Kellycorrection360: quarter(p-q/(W/L)) is riskfraction; dividebydecimalL fornotional. ETHplug-inrisk2.786% implies105.34%notional beforecaps,not2.786%notional. Unknownrobustedge setsactualzero before212.7475position/235.86fund/8.509riskcaps. Allsimulationfiguresrecorded6149-6151,codearchive363-385. Source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Adopt measurementmethod only,nottradingrule. Premise1 freshpagedhourlydownloadJan2024-Sep5 2026: BTC/ETH23496expectedhours,4missing each; SOL17768expectedfromAug26 2024 16UTC,7missing,firstpartialdayexcluded. Complete24hourdays976/976/737; duplicates0,invalidOHLCV0. MissingdatesandSHAhashesobservations6119-6121. Maxrawdaily/rebuiltcloseerrors.09466/.09229/.11537%,so do not infer historicalfieldidentity fromcurrentagreement. Premise2 causalprior-dayfilters andfixedADR exits produceequalbaseholdoutdaily/hourlyreturnsall3, but DDdaily/hour BTC13.5949/14.7497%,ETH11.4925/11.6414%,SOL20.9256/21.9124%. Samebarbothboundariesstopfirst; noneinbaseholdouts. Trainingmissinghourpositionsliquidatednextavailableopen,flagged,notimputedfills. All75eventcashledgersreconcile independentproductnetreturns<=2.25e-15. Gapforcedexits/strict50daycoverage canchangeopportunitysample; notrandommissingness. Main limitation rangehitsassumecontinuousfills atboundaries whilevenuechecks15min; hourly backtestcannotvalidateactualpollingstopslippage. This is enough to reject,but not enough toauthorizeevenapositivecandidate. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; scriptsin06UTCarchive.

Preregisterednote352: priorcompleted3dayreturn<-2%,close>SMA50; next00UTCopenentry; prior20daymean(high-low) dollars defines stop1ADR,target1.5ADR; exit at first rangehit or5day00UTCopen. Rebuilt dailyfromcomplete24hourbars. Vectorbt event ledger25bpfee+10bpslippage eachside; doublecoststress. TrainJan2024-Dec2025(SOLAug2024start),flatJan1; historicalholdoutJan1-Sep5 2026 alreadyseeninpriorstudies,notindependent. Dailyholdout-14.37910%,DD20.92561%; hourlysamefinalreturn,DD21.91237%; N9,targets1,stops4,time4. Train-26.58801%,N28; stressholdout-19.60687%; lowvol(trainingmedianRV20)holdout-14.37910%. Training-only3x3threshold1/2/3%,SMA40/50/60 sweep returnrange-32.1181 to -14.3938%; noholdoutselection. Stopfirstwhenbothcrossed; gap exits atnextavailableopen flagged; terminalmarkliquidation. Idealizedcontinuous rangeexecution differs fromactual15minvenuepolling; this alone requires furtherexecutionvalidation. All75cashledgersmatchmanualcompoundreturns<=2.25e-15 returnunits. Ownhistoryonlyoperatorliquidationcannotvalidatewinrates. Requirepositive training,robustcostedholdout>=30exits andindependentprospectiveconfirmation; gatesfail,actualsize0. Kellyriskfractionandnotionalfractiondistinctpernote360,notional=riskfraction/averageloss; positiveplug-inisnotpermission. Allfigures/trades/scriptsarchived; source https://runway.adityaperswal.workers.dev/data/crypto-bars ; fees https://docs.alpaca.markets/us/docs/crypto-fees .

Preregisterednote352: priorcompleted3dayreturn<-2%,close>SMA50; next00UTCopenentry; prior20daymean(high-low) dollars defines stop1ADR,target1.5ADR; exit at first rangehit or5day00UTCopen. Rebuilt dailyfromcomplete24hourbars. Vectorbt event ledger25bpfee+10bpslippage eachside; doublecoststress. TrainJan2024-Dec2025(SOLAug2024start),flatJan1; historicalholdoutJan1-Sep5 2026 alreadyseeninpriorstudies,notindependent. Dailyholdout3.26630%,DD11.49248%; hourlysamefinalreturn,DD11.64137%; N10,targets3,stops3,time4. Train-25.57366%,N35; stressholdout-3.71521%; lowvol(trainingmedianRV20)holdout2.24357%. Training-only3x3threshold1/2/3%,SMA40/50/60 sweep returnrange-36.0023 to -18.3983%; noholdoutselection. Stopfirstwhenbothcrossed; gap exits atnextavailableopen flagged; terminalmarkliquidation. Idealizedcontinuous rangeexecution differs fromactual15minvenuepolling; this alone requires furtherexecutionvalidation. All75cashledgersmatchmanualcompoundreturns<=2.25e-15 returnunits. Ownhistoryonlyoperatorliquidationcannotvalidatewinrates. Requirepositive training,robustcostedholdout>=30exits andindependentprospectiveconfirmation; gatesfail,actualsize0. Kellyriskfractionandnotionalfractiondistinctpernote360,notional=riskfraction/averageloss; positiveplug-inisnotpermission. Allfigures/trades/scriptsarchived; source https://runway.adityaperswal.workers.dev/data/crypto-bars ; fees https://docs.alpaca.markets/us/docs/crypto-fees .

Preregisterednote352: priorcompleted3dayreturn<-2%,close>SMA50; next00UTCopenentry; prior20daymean(high-low) dollars defines stop1ADR,target1.5ADR; exit at first rangehit or5day00UTCopen. Rebuilt dailyfromcomplete24hourbars. Vectorbt event ledger25bpfee+10bpslippage eachside; doublecoststress. TrainJan2024-Dec2025(SOLAug2024start),flatJan1; historicalholdoutJan1-Sep5 2026 alreadyseeninpriorstudies,notindependent. Dailyholdout-5.39101%,DD13.59490%; hourlysamefinalreturn,DD14.74971%; N7,targets2,stops3,time2. Train-31.57041%,N33; stressholdout-9.91515%; lowvol(trainingmedianRV20)holdout-9.05114%. Training-only3x3threshold1/2/3%,SMA40/50/60 sweep returnrange-38.5204 to -20.3674%; noholdoutselection. Stopfirstwhenbothcrossed; gap exits atnextavailableopen flagged; terminalmarkliquidation. Idealizedcontinuous rangeexecution differs fromactual15minvenuepolling; this alone requires furtherexecutionvalidation. All75cashledgersmatchmanualcompoundreturns<=2.25e-15 returnunits. Ownhistoryonlyoperatorliquidationcannotvalidatewinrates. Requirepositive training,robustcostedholdout>=30exits andindependentprospectiveconfirmation; gatesfail,actualsize0. Kellyriskfractionandnotionalfractiondistinctpernote360,notional=riskfraction/averageloss; positiveplug-inisnotpermission. Allfigures/trades/scriptsarchived; source https://runway.adityaperswal.workers.dev/data/crypto-bars ; fees https://docs.alpaca.markets/us/docs/crypto-fees .

Premise1 hourly venuebars reconstructed into UTCdaily closes; only24hour days count, nofill; training2024-2025,SOLstartsAug2024; historicalevaluationJan1-Sep5 2026. All3common trainingN484,evaluationN246. Premise2 dailyreturn correlationBTC/ETH increases.78545->.91234; BTC/SOL.76891->.88042; ETH/SOL.76842->.88022. Evaluationannualizedvolsqrt365 BTC46.925%,ETH64.509%,SOL64.059%. WeekenddailySD1.560/2.498/2.685% below weekday2.741/3.679/3.595%; observationdoesnotmeanweekendstops safe,1%tailsstilllarge. Mean dailyreturns-.01126/-.02482/-.02767%. Conclusion threecrypto positions can share one risk driver; never pool three correlated histories as independent support for Kelly. Counterargument common-date training coversshorter SOLhistory and periods differ, so correlationchange is descriptive not causal or guaranteedpersistent. Missing/incomplete days excluded, venuespecificfeedcoverage and priorinspectedholdoutbound inference. Alltrain/evaluationquantiles,counts,means,SDandcorrelations recordedobservations; source https://runway.adityaperswal.workers.dev/data/crypto-bars .

This is implementation unit economics, not token intrinsic valuation. Premise1 venue fee table https://docs.alpaca.markets/us/docs/crypto-fees lists25bp base taker fee and15bp maker, fee on creditedasset. Premise2 assume10bp slippage eachside; not measured executablequote. Vectorbt cash-fee convention yields flat roundtrip multiplier(1-.001)(1-.0025)/[(1+.001)(1+.0025)]=.9930244319, loss.69756%; grossprice rise.70246% breaks even. Twenty sequential full-notional flatprice roundtrips lose13.0642%, showing rate and compoundedtotal; frequency is scenario not monthlyforecast. Counterexample: passive fills could lower fee but maker eligibility, adverse selection and fills unmeasured, so cannot substitute15bp without testing. Venue/liquidityproviders benefit from turnover regardlessfundedge. $349.01 target gap equals147.97%of235.86fundcash, not a plausible target assumption or source of alpha. Fees known; slippage/frequency hypothetical; token valuation/protocolcashflow outside tonight's quantifiedtest. Binding constraint is validated net expectancy, not bookcap.