Stats

Premise 1: Circle Sep10 issuer data show74.06bn USDC, net7day−.25bn (−35.714m/day), net30day+2.02bn (+67.333m/day). Sep7's+.94bn seven-day result is an older overlapping window, not contradictory evidence or a discrete−1.19bn flow. Premise 2: BLS Sep11 August CPI headline+.4%m/m/core+.3%; corey/y2.4% below July2.5%; realhourlyearnings−.1%m/m/−.3%y/y but weekly+.2%m/m through longerhours. Premise 3: IBIT issuer still listsSep10 shares1,387,360,000, not Friday netcreations; benchmark date differs. Premise 4: Circle ArcSep16 date only is retained; Q2 volume+151% versus revenue+7% illustrates missing token/cash capture. Conclusion: remove assumption that short-window USDC issuance supports a long, but do not infer spot selling or a macro surprise without forecast. ETH/SOL value capture could lose to settlement migration. Strongest bull: longer-window supply remains positive, coreannual inflation fell, and ecosystem growth may generate future demand. Issuer promotion and urban CPI population limitations remain; actualchainflow, ETHburn, SOLfees and ETFnewshares unresolved. Sources https://www.circle.com/transparency ; https://www.bls.gov/news.release/cpi.nr0.htm ; https://www.bls.gov/news.release/realer.nr0.htm ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf ; https://www.circle.com/pressroom/circle-reports-second-quarter-2026-results .

Premise 1: pandas aligned2159 hourly log returns over90completed UTCdays; BTC/ETH correlation.8680598,BTC/SOL.7972226,ETH/SOL.8025502. Annualized volatility38.64/52.07/57.36%; hourly1% tails−.979/−1.473/−1.560%. Premise 2: OKX100 most recent8-hour funding settlements Aug10–Sep12 put latest BTC.324729bp at18thpercentile,ETH.274278bp at17th,SOL.605550bp at67th. All inside respective5–95% ranges. Premise 3: current coin OI is27112.401/622879.194/2717751.07; endpoint change versus11:45 is not signed flow or demonstrated extreme. Conclusion: three majors are correlated exposure; no funding-extreme trade. Counterexamples: correlations can jump in crashes; one-exchange funding does not represent all venues. Sampling excludes other venues and treats returns rather than causal drivers. No regression causal claim or price forecast. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://www.okx.com/api/v5/public/funding-rate-history ; https://www.okx.com/api/v5/public/open-interest .

Start: no holdings or queued orders, crypto cash $235.86. Premise 1: complete 90-day hourly history shows ETH's Sep11 13UTC bar closed 2628.4075 above prior480h high2565.9, available14UTC. Premise 2: the next-open window passed; latest23UTC close2516.066 is below new2664.8535 threshold. BTC77212.8315<82233.502538 and SOL102.4335<110.5357; no Friday BTC/SOL signals. Premise 3: broad daily CLOSE screen is true for ETH2516.066>2515.445, but it is a different rule. Conclusion: record missed ETH opportunity, reject a fresh order under the frozen next-open policy. Strongest counterexample: a cheaper pullback entry might improve payoff; its conditional entry and exit behavior have not been tested, so it cannot inherit the breakout backtest. No position exists to tighten or widen. Intraday hourly/daily OHLC match and all2160hours present per asset; this does not establish historical executable quotes. Source https://runway.adityaperswal.workers.dev/data/crypto-bars . Logic valid conditional on rule; soundness limited by historical execution assumptions.

Start235.86crypto cash/account850.99,noholdingsorqueuedorders. Goalpositiveexecutableexpectancy;bindingconstraintnoactualfrozenentry. Numberedpremises:1 07UTC ETH2466.268<2565.9,BTC/SOLalsofail;552barscomplete.2 originalcostedhourlyETH17.240439%N6/DD19.830197/66.667%wins andstress15.841958%,daily-17.632466%N5 are reusedevidence,notfreshvalidation.3 next-open trailactivationat+2R differsfromvenuepercentage trailavailableimmediately; exactoff-runpolicy stillneedsimplementationevidence.4 9of10currentquotesfresh butfees/depthmatter. Conclusion0orders,cash235.86 chosenbecausecurrentsetupabsent. Validlogic underfrozenrule; soundnesslimitedbytinyreusedsample/olddataanomalies/executiongaps. Strongestcounterargumentmissingfat-tail accepted; noearlylimit orlowvolfilter afterlookingatholdout. Historicalconditionalmean2.874945%CI[-1.58787,8.390857],wins66.667%,avgwin5.848427/avgloss3.072019 from2670; halfcashKelly117.93/quarter29.4825 onlyhypothetical,actual0. Do not recyclesizeor2ATRlevelswithoutnewentryprice/ATR. Nominalpastquarterrisk2.2947USD vs24hblockworst3.6686USD; nohardlosscap. CalendarSep11 CPI/realearnings12:30UTC,formations14UTC;KRcall12UTC,TLXdate-onlyPDUFA;Sep14HAINBMO/12UTCcall;BLS/CensusnolistedSep14release,notuniversalabsence. CryptoArcSep16/SepoliaOct6outsidetwosessions. Plan27512:30entryaudit,18112:45CPIcomponents/revisions,benign/hot/missingbranchesresearchonly. Scheduled220/221/222to12:31,localENDverified/remoteoutputpending08:06;14/25retained;273resolved. Noexitsneededwithnoholdings. NoFUNDproposal. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://www.bls.gov/schedule/2026/09_sched.htm ; https://www.census.gov/economic-indicators/calendar-listview.html ; issuerURLsobservations25052–25054. Operator349.01shortfall excluded.

Startcrypto235.86cash/account850.99,noholdings;goalpositiveexecutableexpectancy,bindingconstraintabsentfrozenentry. Premise1 CPI/realearnings scheduledSep11 12:30UTC agency https://www.bls.gov/schedule/2026/09_sched.htm . Chain1 lowerinflation mayreduce ratepressure -> riskassetdemand mayimprove -> onlycompletedbreakout plus executabletestedpolicy permits risk; counterexample growthweakness offsetsdisinflation. Higherinflation -> ratepressure mayrise -> correlatedmajors canfalltogether; BTC/ETHhourcorrelation.844566 doesnotproveeventcausality. No consensus or surpriseassumed. Premise2 USDCnet7d+.94bn https://www.circle.com/transparency . Chain2 issuance -> more settlementliquidity -> spotdemand onlyif allocatedtoBTC/ETH; counterexamplepayments/collateral/chainmigration. Premise3 buy-limit at2565.9aboveETHask2468.013 would be marketable -> fillsbefore completedbreakout -> creates untested anticipatoryentry; therefore noqueue. Who benefitsfromturnover:venuecollectsfeesregardless ofedge. Strongestcounterargument cashmissesfattails; acceptcostwhilecollectingactualsignal; newsource/truebreakout updateswatch notretroactivevalidation. Facts sourceprices/calendars; behavioralchains assumptions. Sourcequotes https://runway.adityaperswal.workers.dev/data/crypto-snapshots .

Read existing experiments2605/2606 andCLI2545 via query_research fund=crypto. NO NEW BACKTEST RUN: preserve2024–25training and reused2026Jan1–Sep11 00UTC test. Hourly frozen480hHIGH/240hLOW,2ATR14risk,net3Rtarget,20daytimeout,+2RcostBE/peak-2ATRtrail;next exactopen execution,25bpcreditedassetfees+10bpslip,20bpstress fixedtarget. Vectorbt init_cash1 and rawreconciliation<=2.45e-15 reported in original48cells. ETHhourly training33.250114%,N19;test17.240439%,DD19.830197%,win66.6667%,N6;stress15.841958%. Daily20HIGH/10LOW comparator train2.029153%N15;test-17.632466%,DD27.353641%,win20%,N5. Differentpolicies,notautomaticdailyveto or agreement. CLI gross28.905427%DD24.943256%,win21.6216%,N37 has no fees/holdout and signalclose fills; not production policy. Current completedentryfalse; no new rule traded. Unknownhistoricalbidask,exactvenue15mintrailactivationand2025anomalies remain. This record is an evidence audit, not additional independent sample; no reoptimization. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; originalrecords2545,2605,2606.

Premise1 Sep11 completed07UTC closeBTC77204.4035/ETH2466.268/SOL99.743; prior480hourHIGH82233.502538071/2565.9/110.5357,required upside6.514005/4.039788/10.820509%,allfalse withfullcoverage. Premise2 quotes08:02BTC77232.224/77251.23,ETH2467.2/2468.013,SOL99.636/99.751,ages6/7/55s;ETHaskdepth82.5USD,bid82.6;roundtripspread+assumedcredited25bpfees .535%,before slippage.9/10watchedquotesfresh,USDGstale101424s. Premise3 latestjob14daily36paircensus no20closebreakout,includesstables andUSDG3of7daycoverage. Conclusion zeroentry; ETH remains watch candidate, currentprice cannot inherit conditional backtest before signal. Old2ATR88.01349day ATR and hypothetical29.4825probe not standinglevels; reprice ATR,net3R and quoteat actualentry. A marketable buy limit at2565.9 now fills below breakout and does not implement conditionalclose, so noqueuedlimit. Current source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots .

Premise1 Circle primary transparency asSep7:74.28bnUSDC;7day8.80bnissued-7.86bnredeemed=.94bnnet,30day36.59-34.37=2.22bn. Average net134.286m/day7d versus74m/day30d; ratios to currentstock1.2655%/2.9887% are not growth rates against initialstock. Premise2 OKX08:02 forecasts BTC.3919/ETH.2211/SOL.5841bp and coinOI29235.255/605558.115/2756644.87; positive funding not demonstrated extreme without historical distribution. Premise3 issuerIBIT Sep10shares1,387,360,000/NAV43.67/assets60.5916bn is one baseline, not creation flow. Premise4 CircleAug5 Q2volume+151%,revenue+7%,reserveincome668m,totaldistribution/transaction/othercost412m; ArcSep16 may migrate existing liquidity instead of create it. Conclusion prospective context only,no directional order. Cash-capture and spot-allocation links missing; gross issuance counts recycling. Nextactualnetnewusers/fees/chainbalances could update thesis, not retroactively confer price edge. Primary sources https://www.circle.com/transparency ; https://www.circle.com/pressroom/circle-reports-second-quarter-2026-results ; https://www.okx.com/api/v5/public/funding-rate ; https://www.okx.com/api/v5/public/open-interest ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf .

Premise1 source fully observed552 hourly bars per asset,Aug19 08UTC-Sep11 07UTC;547 overlapping5h return blocks. Seed91108 draws20000 blocks perasset,60000 total draws but only547 historical blocks each; preserve withinblock dependence, no new independent evidence. Premise2 freeze current480h thresholds. BTC/ETH/SOL required gains6.5140/4.03979/10.82051%; hourly-close fixed-threshold touches0/3.375/0% in bootstrap. ETHterminal5h mean .263294%,1st/99th -3.221144/+8.031913%; worst observed5h -3.733345%. Premise3 sample includes one recent market regime, is not CPI-event or breakout-conditioned, excludes intrahour excursions and new unseen shocks;0% sampled does not mean impossible,20k draws not20k independent histories. Conclusion do not anticipate entry; rolling production threshold can change, while scenario keeps it fixed. Descriptive bootstrap supports monitoring relevance only, not order size, CPI probability or costed policy return. Prior90k20daystudy2670 remains risk reference, not rerun. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; local study.py/study.json; observations25017 onward.

Premise1 fully paginated Aug19 08UTC-Sep11 07UTC hourly OHLC,552 bars each/no missing hours,551 aligned logreturns. BTC/ETH correlation .844566,BTC/SOL .732571,ETH/SOL .726796; hourly SD .480154/.650954/.740780%. Premise2 latest15-note returned sample has quote6 receipts maxgap30.0107minutes, entry5 maxgap29.9372minutes on15min cadence; sample is not exhaustive and does not prove stop outages. Premise3 one closed crypto trade10 operator liquidation after47m56s entry81614.8 exit81548.7 cannot estimate strategy exit odds or order-type slippage. Conclusion BTC/ETH positions would be one correlated risk; do not size independently. Fresh complete bar window supports current signal measurement, not historical execution. Prior fear-of-missing-tail remains separate from the correlation fact. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; query_trades and query_research fund=crypto.

Start235.86cryptocash/account850.99,noholdingsorqueuedorders;goalrepeatablepositiveexecutablenetpayoff;bindingconstraint actualfrozenentryabsent. Premise1 completed05UTCBTC77229.185/ETH2467.145/SOL99.8787 below480hHIGH82233.502538/2565.9/110.5357;new21706:15receiptconfirmsallfalse.36USDdailycensusnone. Premise2 48costedvectorbtcells daily/hourly2024–25train/REUSED2026holdout,maxcashreconciliation2.45e-15. ETHhourly17.240439%N6,20bpstress15.841958%,daily-17.632466%;differentpolicies,notautomaticdailyveto. BTCpositivehourly7.635753% butprior15minnegative;SOLhourlytraining-.479659%,stressholdout-.034361%,notdeployment. Premise3 90000movingblockpaths andregimeHAC7 do not establishnewfilter;ETHtradebootstrapmeanCI[-1.58787,8.39086]%,unconditional24hpathsmean-2.08325%,distinctquestions. Premise4 currentquotes8/10freshbutnotvalidationofhistoricalquotesoroff-run15mintrail. Conclusion noorders;235.86cashchosenbecausepresentpayoffnoteligible,notbecausecertaintyrequired. ConditionalhalfKellyhypothetical117.93/quarter29.4825ETH,nominalquarterrisk2.294685USD;actual0withoutsignal. Priorwatchunchanged;currentuptrendlowvolcontextdoesnotmovetheentrythreshold. Validitynoentryfollowsabsentcondition; soundness smallN/reusedholdout,olderdataanomalies andvenueexecutiongapsretained. Strongestcounterargumentcashmissesfattailsaccepted; capture actualnextbreakoutprospectively ratherthanbuying4%early. Who benefitsfromforcedturnovervenuefees;349.01shortfallnotinput. Betweenruns215quotes/Liquid,216fundingsupply,217entryactualENDverified,cut08:01;27308UTCarmed/268done,14/25and181CPI/104Arc/152GME/16/37/35preserved. Lessons767–769. NoFUNDproposal: insightbelongscrypto. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://www.okx.com/api/v5/public/funding-rate ; https://x.com/Blockstream .

Start235.86cryptocash/account850.99,noholdings.Goalpositiveexecutablenetexpectancy;bindingconstraintabsentfrozenentry. Premises: 1 ETH6tradehourlyholdout17.24% butmeanCI[-1.59,8.39]%;2 currentSMAup/lowvolyet4.00%belowbreakout;3 ETH24hblockstopmodelworst-12.44%vsnominalnetrisk7.78%. ChainA:firstunknownSMAwarmupcastFalse->secondwinningearlytrainingtradeassigneddowntrend->thirdallocatorlearnsfalsefilter. Repairmissinglabelwithoutdeletingtrade;oneETHtrainingentryunknown,allPnLretained. ChainB:firstlowvolselectedtradeslookstrong18.16%N4->secondmanagerbuysbeforebreakoutoroptimizesfilter->thirdconditionalhistoricaloddsreplacedbyunconditionalentrywithnegative2.08%simulatedmean. Counterargument earlyentrycapturesmoretail; untestedchangedpolicydoesnotinheritfrozenreturn. ChainC:firstmovingblockpricejumpcrossesstop->secondsampledexitbelowlevel->thirdlosslargerthanplanned andcorrelatedmajorscanlosejointly;quarterprobeETHillustrative2.2947USDnominalvs3.6686USDworstsimulated loss,noguaranteeunseentailscovered. ChainD:firstoperatorrefusesransom->secondresolutiontiminguncertain->thirdpotentialredemption/spotflowsdependactualrecovery,notblockadvancement;noforced-floworder. Whobenefits:venuefeesregardlesstradequality,posthocfiltersbenefitapparentbacktestnotnecessarilycapital. Facts prices/measurements,conditionalbehaviorchainsassumptions; cashopportunitycostacceptedwhilecollectingrealentry. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://x.com/Blockstream ; https://blockstream.info/liquid/api/blocks .

Premise1 Sep11completed05UTChourBTC77229.185/ETH2467.145/SOL99.8787;prior480hourHIGH82233.502538071/2565.9/110.5357;distance6.479827/4.002805/10.669943%,allfalse withcomplete480history. NativeSep10dailyclose76535.875/2436.8075/98.6025 >50SMA70403.34736/2147.85729/86.343249 andSMA5dayslopepositive: broadtrendandabsententrycoexist. Premise2 native14dayATR2283.570431/88.013494/4.975069;currentETH2ATR7.134846%risk beforecosts,netstop7.783209%,net3Rtargetrequires24.216882%priceup. These illustrative currentmarklevels2291.118/3064.611 arenotentryorders; actualbreakoutwouldrecomputeATRandpayoff. Premise3 36USDpair7completeddaydollarvolume census includesUSDC/USDG,thenBTC/ETH/XRP/LTC/SOL/LINK/HYPE/UNI;USDGonly3/7days incomplete. No20dayclosebreakoutamong36,notglobalvolumeuniverse. 06:03quotes7/10fresh<=300s,ETH283snearcutoff,topask82.7USD;hypothetical29.4825probe fitsobserveddepth,but117.93fullneedsmorebook. ETHspread+fee hurdle.530%,additionalexecutioncostnotincluded. Conclusion noorder;recheckfreshquotesonlywhenactualfrozenentryoccurs. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots .

Premise1 adjacentactualhourlogreturnsSep11 2025–Sep11 2026,8757/8755/8747 BTC/ETH/SOL samples. Hourlystd.467913/.646934/.717868%;1stpercentile-1.39813/-2.07364/-2.10302%,99th1.33560/1.84153/2.11065%;worst-4.91158/-6.12774/-6.10547%. Weekendstd.328454/.503313/.604826% belowweekday.513047/.695920/.758127%,butlowervarianceisnotlefttailprotection. Meanloghour-.004500/-.006600/-.008465%,dataset/regimedependent,notforecast. Premise2 solelivecryptoBTCtrade10 operatorliquidatedentry81614.8 exit81548.7,win0/1;exitneitherstopnortarget and47m56sheldversus3–4weekthesis. Cannotcalibratesetupwinrate,stopodds,marketvslimitslippageorsessioneffectsfromthisforcedsample;actualfeeactivitiesunretrieved. Premise3 regressionHAC7andbootstrapCIcrosszero; no claimofnewindependent2026holdout, repeateddatareuseflagged. Conclusion usefulltaildistribution andsource/coveragecontrols; prospectiveoutcomesrequiredtomeasureedge,notoperatorintervention. Validitydescriptivestatistics,notcausalclaims; soundnessproviderpriceconstruction/unobservedbidask remainslimitation. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; query_trades fundcrypto trade10 .

Premise1 seed91106,90000unique20dayhourlypaths:10000perasset x1/24/72hourmovingblocklength fromSep11 2025–Sep11 2026,allblocksfullyobserved;staticandtrailing sharepaths(180000policyoutcomes). Current2ATRrisk,baselinecredited25bpfees+10bpslip,net3Rtarget;+2RcostBE/peak-2ATRtrail,firstsampledcloseexit,20daytimeout;nochannelorbreakoutconditioning. ETHstatic1/24/72h targetfirst7.28/7.74/6.89%,stop64.65/64.88/65.84%,meannet-2.00844/-2.08325/-2.38655%;trailingmean-1.87692/-1.97279/-2.25903%. Static24h worstnet-12.44343% exceedsnominalnetstop7.78321%;stopsnotguaranteedlossbounds. Premise2 separate20kIIDbootstrapofREUSEDETH6conditionaltrades mean2.874945%,95%CI[-1.587870,8.390857],win66.667%,avgwin5.848427/avgloss3.072019%;exbestcompound1.735528%. 0..1cash-onlyloggrowthgrid maximizer1,halfwealth.5=>117.93USDfull/29.4825quarterbeforeentryeligibility;50%allocationbootstrapterminal-loss13.14%,5th/95th-3.12814/+23.84138%. BTCsamehalf.5butexbest-4.89529%,SOLhalf.356butnegativefulltraining andstressholdout,notdeployment. Premise3 noentry:allactualnotionals0. ETHcurrentillustrativequarterstoprisk2.294685USD/.269649%account,targetgain6.884054USD;24hmodelworst3.668633USD nothardlimit. Conclusion cashnow;retainconditionalwatch. UnconditionalnegativepathsdoNOTdisproveconditionalbreakoutedge; empiricalbootstrapdoesNOTgiveprobabilitytrueedgeorunseencrisiscoverage. No sizing input from349.01shortfall. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; observations24796–24819.

Premise1 fixedpriorclose>SMA50,5dayslope,20dailylogreturnvol annualsqrt365;highvol threshold2024–25medianBTC43.6454%/ETH64.3054%/SOL74.9692%. CurrentSep10allaboveSMA50/risingandlowvol (34.0095/39.1699/60.6082%). Premise2 frozenETHhourly2026sixtrades:lowvolN4mean4.50455%,subsetcompound18.16007%;highvolN2mean-.384264%,subset-.778296%. TrendupN4mean3.32547%,trenddownN2mean1.97390%;upslopingN3mean6.00042%,flat/downN3-.250532%. TheseoverlapanddependonAug19+15.2404%trade. EarlytrainingunknownSMAexcludedONLYfromattribution,notbacktest;ETHuptrendtrainN14mean3.44669% vsdowntrendN4-6.13861%,oneunknown. Premise3 independentdailyoutcomediagnostic nextdaylogreturn~1+trend+highvol+interaction,HAC7lags,train681BTC/ETH443SOL;2026N252each. Interactionholdout95%CI BTC[-1.90753,.194245],ETH[-.906128,2.02652],SOL[-.853061,1.71846]pp;allcrosszero,notreliableinteraction. CurrentETHtrendup/lowvolregime2026N106mean+.109670%/daygross,notexecutabledailyprofit;SOLsameN108-.196535%. Conclusion nofilterdeployment/refit. Validity descriptivepartitionsandHACwithinmodel; soundness smallselectedtrades,sharedregimes,multiplecomparisons andprice-markconstruction limitforecast. Strongestcounterargument trainingandholdoutETHlowvolbothpositive; demand untouchedforwardconditionaldata ratherthanretroactivegate. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; observations24824–24828,24852–24875;warmupnote2237.

Premise1 frozen rolling480hourHIGH/240hourLOW, ATR14 reconstructed from full24hourUTCdays;2ATRrisk, cost-aware3Rtarget,20daytimeout,+2RcostBE and peak-2ATR trailing, targetretained. Signalaftercompletedbar,next exact open; exits sampled at hourly opens, missingopens skip, notguaranteedstopfills. Creditedasset25bpfees/side,10bpslippage baseline;20bpstress freezesbaseline target. Cash-only vectorbt init_cash1.0,rawwealth andclosedtradefee-denominators reconcile<=1e-10 across48cells (max2.45e-15). Premise2 chronological2024–25train (SOL availablefrom2024Aug26) versus REUSED2026Jan1–Sep11 00UTC holdout,flatreset. Trainingreturn-0.4796588637%,DD32.974883303%,N12. Holdoutreturn1.1724554945%,DD24.5276328968%,win33.3333333333%,N6,mean0.6608554517%;stress-0.0343614041%,static-2.5496801244%,BH-20.2529963261%. Premise3 allcurrentfrozenentriesfalse; dailyandhourly distinctpolicies, no equalreturnrequirement. Do not substitute this cadence for prior15minute execution test or select a winningpolicy afterseeing2026. Conclusion research rejection: hourlytrainingnegative,stressnegative, prior15minnegative; noorder. Validaccountingwithinassumptions; unknownhistoricalbidask,2025baranomalies,smallN andoff-runexacttrailimplementation limit soundness. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Observations24627–24674; specification2231.

Premise1 frozen native daily20HIGH/10LOW, nativeATR14;2ATRrisk, cost-aware3Rtarget,20daytimeout,+2RcostBE and peak-2ATR trailing, targetretained. Signalaftercompletedbar,next exact open; exits sampled at daily opens, missingopens skip, notguaranteedstopfills. Creditedasset25bpfees/side,10bpslippage baseline;20bpstress freezesbaseline target. Cash-only vectorbt init_cash1.0,rawwealth andclosedtradefee-denominators reconcile<=1e-10 across48cells (max2.45e-15). Premise2 chronological2024–25train (SOL availablefrom2024Aug26) versus REUSED2026Jan1–Sep11 00UTC holdout,flatreset. Trainingreturn29.2333415363%,DD27.0151731571%,N9. Holdoutreturn-8.2163568127%,DD31.7937863791%,win16.6666666667%,N6,mean-0.6385208045%;stress-9.3111810025%,static-8.2163568127%,BH-18.4059745839%. Premise3 allcurrentfrozenentriesfalse; dailyandhourly distinctpolicies, no equalreturnrequirement. Do not substitute this cadence for prior15minute execution test or select a winningpolicy afterseeing2026. Conclusion research rejection: hourlytrainingnegative,stressnegative, prior15minnegative; noorder. Validaccountingwithinassumptions; unknownhistoricalbidask,2025baranomalies,smallN andoff-runexacttrailimplementation limit soundness. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Observations24627–24674; specification2231.

Premise1 frozen rolling480hourHIGH/240hourLOW, ATR14 reconstructed from full24hourUTCdays;2ATRrisk, cost-aware3Rtarget,20daytimeout,+2RcostBE and peak-2ATR trailing, targetretained. Signalaftercompletedbar,next exact open; exits sampled at hourly opens, missingopens skip, notguaranteedstopfills. Creditedasset25bpfees/side,10bpslippage baseline;20bpstress freezesbaseline target. Cash-only vectorbt init_cash1.0,rawwealth andclosedtradefee-denominators reconcile<=1e-10 across48cells (max2.45e-15). Premise2 chronological2024–25train (SOL availablefrom2024Aug26) versus REUSED2026Jan1–Sep11 00UTC holdout,flatreset. Trainingreturn33.2501143323%,DD39.7204110656%,N19. Holdoutreturn17.2404388093%,DD19.8301966136%,win66.6666666667%,N6,mean2.8749449414%;stress15.8419579474%,static17.2404388093%,BH-17.5964556245%. Premise3 allcurrentfrozenentriesfalse; dailyandhourly distinctpolicies, no equalreturnrequirement. Reproduces prior17.240439% sixtrades exactly; repeatedcalculation isnotnewindependentproof. Conclusion research watch only; noorder. Validaccountingwithinassumptions; unknownhistoricalbidask,2025baranomalies,smallN andoff-runexacttrailimplementation limit soundness. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Observations24627–24674; specification2231.

Premise1 frozen native daily20HIGH/10LOW, nativeATR14;2ATRrisk, cost-aware3Rtarget,20daytimeout,+2RcostBE and peak-2ATR trailing, targetretained. Signalaftercompletedbar,next exact open; exits sampled at daily opens, missingopens skip, notguaranteedstopfills. Creditedasset25bpfees/side,10bpslippage baseline;20bpstress freezesbaseline target. Cash-only vectorbt init_cash1.0,rawwealth andclosedtradefee-denominators reconcile<=1e-10 across48cells (max2.45e-15). Premise2 chronological2024–25train (SOL availablefrom2024Aug26) versus REUSED2026Jan1–Sep11 00UTC holdout,flatreset. Trainingreturn2.0291530569%,DD34.9426662999%,N15. Holdoutreturn-17.6324659487%,DD27.3536412981%,win20%,N5,mean-3.5218771014%;stress-18.452038509%,static-17.6324659487%,BH-16.7705527594%. Premise3 allcurrentfrozenentriesfalse; dailyandhourly distinctpolicies, no equalreturnrequirement. Do not substitute this cadence for prior15minute execution test or select a winningpolicy afterseeing2026. Conclusion research watch only; noorder. Validaccountingwithinassumptions; unknownhistoricalbidask,2025baranomalies,smallN andoff-runexacttrailimplementation limit soundness. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Observations24627–24674; specification2231.

Premise1 frozen rolling480hourHIGH/240hourLOW, ATR14 reconstructed from full24hourUTCdays;2ATRrisk, cost-aware3Rtarget,20daytimeout,+2RcostBE and peak-2ATR trailing, targetretained. Signalaftercompletedbar,next exact open; exits sampled at hourly opens, missingopens skip, notguaranteedstopfills. Creditedasset25bpfees/side,10bpslippage baseline;20bpstress freezesbaseline target. Cash-only vectorbt init_cash1.0,rawwealth andclosedtradefee-denominators reconcile<=1e-10 across48cells (max2.45e-15). Premise2 chronological2024–25train (SOL availablefrom2024Aug26) versus REUSED2026Jan1–Sep11 00UTC holdout,flatreset. Trainingreturn20.5581742344%,DD28.4815768457%,N19. Holdoutreturn7.6357530493%,DD12.8707598205%,win50%,N6,mean1.4019896435%;stress6.3518399027%,static7.6357530493%,BH-12.2163852845%. Premise3 allcurrentfrozenentriesfalse; dailyandhourly distinctpolicies, no equalreturnrequirement. Do not substitute this cadence for prior15minute execution test or select a winningpolicy afterseeing2026. Conclusion research watch only; noorder. Validaccountingwithinassumptions; unknownhistoricalbidask,2025baranomalies,smallN andoff-runexacttrailimplementation limit soundness. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Observations24627–24674; specification2231.

Premise1 frozen native daily20HIGH/10LOW, nativeATR14;2ATRrisk, cost-aware3Rtarget,20daytimeout,+2RcostBE and peak-2ATR trailing, targetretained. Signalaftercompletedbar,next exact open; exits sampled at daily opens, missingopens skip, notguaranteedstopfills. Creditedasset25bpfees/side,10bpslippage baseline;20bpstress freezesbaseline target. Cash-only vectorbt init_cash1.0,rawwealth andclosedtradefee-denominators reconcile<=1e-10 across48cells (max2.45e-15). Premise2 chronological2024–25train (SOL availablefrom2024Aug26) versus REUSED2026Jan1–Sep11 00UTC holdout,flatreset. Trainingreturn1.4238283647%,DD32.3728386495%,N18. Holdoutreturn-3.355266979%,DD21.0292788335%,win33.3333333333%,N6,mean-0.2530047809%;stress-4.5080757787%,static-3.355266979%,BH-10.5525155247%. Premise3 allcurrentfrozenentriesfalse; dailyandhourly distinctpolicies, no equalreturnrequirement. Do not substitute this cadence for prior15minute execution test or select a winningpolicy afterseeing2026. Conclusion research watch only; noorder. Validaccountingwithinassumptions; unknownhistoricalbidask,2025baranomalies,smallN andoff-runexacttrailimplementation limit soundness. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Observations24627–24674; specification2231.

Premise1 Sep11~06:03 direct OKX forecastfunding BTC.7513/ETH.3480/SOL.7149bp, settled.876/.3053/-.0697bp; coinOI29622.069/598161.432/2748275.94. Current funding forecast is not settled carry and cash spot earns0swapfunding; levels alone cannot identify long/short positioning or extremes. Premise2 CircleSep7circ74.28bnUSD;7dayissued8.8/redeemed7.86 ->net.94bn,total/day.134286bn;30day36.59/34.37 ->2.22bn,.074bn/day;365day333.52/331.64 ->1.88bn. LlamaSep11balance74.212069483bn and chain allocations have differentcutoffs; no demonstrated marginalETH/SOLbuying. Premise3 Blockstream official account current statement refusesransom/seeksrecovery; publicationtimeunverified, readfulltext ratherthan100charcollectorfragment. Both chainexplorers4052295,balances598.50048115/3601.47203772BTC unchanged, notauthenticatedpayout. Conclusion context doesnot supplyentrybelowfrozenbreakout. Fees accrue to venue regardlessdirection; reserveincome may accrueissuer, not automaticallyspot holders. Strongestcounterargument netnewstablecoinscouldlaterfundrisk; needsobservedflowplusvalidatedpricecondition. Facts directexchangepanel/issuerstatement; futureflowresponse assumption. Sources https://www.okx.com/api/v5/public/funding-rate ; https://www.okx.com/api/v5/public/open-interest ; https://www.circle.com/transparency ; https://stablecoins.llama.fi/stablecoin/2 ; https://x.com/Blockstream ; https://blockstream.info/liquid/api/blocks .

Ran node /app/agent/dist/backtest.js --symbols BTC/USD,ETH/USD,SOL/USD --strategy breakout --lookback20 --days730 at Sep11~06:02UTC. 731dailybars each, through current request (no explicit completed-day cutoff). BTC return25.66649%,DD13.53672%,win32.6531%,N49,BH34.63505%;ETH28.90543%,DD24.94326%,win21.62162%,N37,BH5.45225%;SOL80.47402%,DD18.79539%,win53.125%,N32,BH-24.66375%. Premise1 CLI engine enters at signal close, has no fees/slippage or explicit holdout and idealizes stop levels. Premise2 frozen production watch is hourlyHIGH/LOW with costed3R/trail; this close-based CLI differs. Conclusion no order based on these gross outputs; requiredCLI diagnostic satisfied, separate chronological vectorbt costed daily/hourly study running. Valid arithmetic within engine, unsound as real execution forecast. Primary data https://runway.adityaperswal.workers.dev/data/crypto-bars ; fees https://docs.alpaca.markets/us/docs/crypto-fees .

Startcrypto235.86cash/account850.99,noopen/pendingholdings. Goalpositiveexecutableexpectancy;bindingconstraint currententryabsent. Premise1 completed03UTCBTC76864.9/ETH2445.725/SOL99.29365below20dayhighs82233.502538/2565.9/110.5357,allfalse;36paircompleteddaycensusnone. Premise2 240controlledcostedbacktestcells (168matched,72fullnative),daily/hourlytested, rawfillsreconcile1e-10. ETHoriginaldaily-17.632466% androllinghour17.240439%N6 reproduced; 252complete2026days0OHLCdifference. MatchedcoverageavoidsMarch-11.994781%loss; differentdecisioncadenceandrollingcalendarlevels explain remainingdifferences, notnewpricealpha. Premise3 ETHrollingmean2.874945%/bootstrapCI[-1.587870,8.390857]and33.250114%trainingN19watchworthybutreusedsmallN; prior15minstudy2469separate+22.17185%,notnewindependentproof. Currentquotes andoff-runexacttrail nothistoricalfillvalidation. Conclusion noorders,all235.86cash. Do notrequirepositive dailycomparatorasstandaloneconditionforadistincthourlyrule: lesson757refines739. Actualquarterprobe0; empiricalcash-onlyhalfKellyhypothetical117.93/quarter29.4825withcurrentnetstoprisk2.312979USD(.271799%account),notpurchasewithoutsignal. Monthly349.01shortfallnotinput. Validity: conclusion followsabsentsignal; uncertaintyaboutfutureedgecannotcreatepresentcondition. Soundness: sourcesclosesttomarket/feed;historicalanomaliesandunknownfutureliquidityretained. Counterargumentcashmissesfat-tails acceptedopportunitycost; don'ttuneparametersorforceentry. Betweenruns207quotesLiquid/208fundingsupply/213rollingentryresearch collectorsactualfirstENDverified;26806UTCreviewarmed/255resolved,14/25and181CPI/104Arc/152GMEpreserved. Mainanalyses2523-25,2534-35,2539-41;lessons757-59. NoFUNDcase: insightbelongscrypto, notseparatebook. Remaininggaps: independentforwardwindow,2025anomalycause,15minexactexitimplementationandhistoricalquotes,authenticatedLiquidpayout. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://blockstream.info/liquid/api/blocks .