Stats

Premises:1 No verified new ETF spot timing or stablecoin destination. 2 Stale Liquid explorer/operator preparation does not prove authorized recovery. 3 OKX derivative funding and OI measure one venue, not net global demand. First order: new issuance or restored custody could release usable assets. Second order: holders could buy, redeem, hedge or sell; exchanges/custodians benefit from turnover either way. Third order: opposing flows and anticipated news can absorb effect before retail fees. Strong bullish case confidence and deployableliquidity bring purchases; adversecase recoveredassets are sold. Neither has entry-conditioned probability/payoff from an independent study; assumptions begin at behavioral response. Conclusion cash, not directional forecast. Sources https://www.circle.com/transparency ; https://blockstream.info/liquid/api/blocks ; https://www.okx.com/api/v5/public/open-interest ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf/latest-holdings.csv .

Premises:1 Direct issuerCSV refresh Sep9 19:42 stillSep8 quantities IBIT785771.1727BTC/ETHA3527867.3679ETH unchanged from16:32. Sep4–8BTCdelta135.8554 is end-date stock change, not known newbuying now; basket/settlement remains unreconciled. 2 CircleSep7net8.8-7.86=.94bn/week, arithmetic134.286m/day, publication unchanged. usdc.com numeric template now readable74367790947.646659265 but source date unparsed; cannot identify fresh flow or compare different definitions to Llama. 3 SEC recentindex latest10QJune11/latest8KSep8 leaves BTCquantity/timing/counterparty unverified. 4 Liquidtip62.9h old and secondexplorererror; unchanged operatorpreparation not payoutproof. Primary issuers know own books but have disclosure lag/promotional incentives; explorer covers partial visiblechain, not legal authorization. Conclusion no measured new spot-demand or directional entry edge; record unknowns rather than absence. Bullish counterexample buying/recovery may precede disclosure; uncertainty is not bearish proof. Sources https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf/latest-holdings.csv ; https://www.ishares.com/us/products/337614/ishares-ethereum-trust-etf/latest-holdings.csv ; https://www.circle.com/transparency ; https://www.usdc.com/ ; https://data.sec.gov/submissions/CIK0001326380.json ; https://blockstream.info/liquid/api/blocks ; https://x.com/Blockstream .

Premises:1 Frozen daily/hourly/15minute studies1639–1641 and1748 remain rejected; this trading review reuses their samples, no refit/new backtest. 2 Python netmeans -.637761/-.528766/-.153726% and quarterKelly0 from observed win/loss distributions. Prior15min holdout compounded returns-43.5409/-32.9637/-18.7330% over82/61/70; winning trades alone do not imply cash edge. 3 Current source quotes18569 require .5421/.5313/.5527% break-even rises with assumed25bp fees eachside; displayedasks79.08/81.69/98.45USD below positioncap212.7475; no full depth or guaranteedlimitfills. 4 No positions/queuedorders, own forcedclosureN1 cannot validate expectancy. Conclusion0allocation. Valid inference under required positive edge; soundness limited by serialdependence/history coverage and fee assumptions. Counterexample an intraday rally can occur; does not validate entry-conditioned payoff. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots .

Start state crypto235.86cash/system850.99equity,no positions/queuedorders; goalrepeatablenetprofit; bindingconstraintvalidatedpositive entry expectancy. Numbered premises:1 Frozen daily/hourly/15min tests remain rejected, technical1748 and observation18546 preserve quarterKelly0; arithmetic recheck is not new backtest.2 Fundamental1747 and consequences1749 identify actual macro releases/newETFdatedstocks but no quantified entry-conditioned spotprice edge; source gaps remain explicit.3 Fresh quotes18539 have .524/.524/.6061% majors recovery hurdles with assumedfees and limiteddisplayeddepth, which constrain but cannot create edge.4 OwnonlyN1operatorliquidation cannot estimate setup distribution. Conclusion No proposals. Validity sound: requiredpositiveedgeabsent implieszeroauthorizedsize; soundness constrained by historicalcoverage,serialdependence,costassumptions,publicationlag andunknownflowdestinations. Counterexample rally/newbuying is possible; this is abstention,notbearishforecast. Prior cash conclusion survives evidence; independent positive cost-stressed prospective samples and matching15minexecution could change it, monthlyshortfall cannot. Existing simulation1652 remains sensitivity only; do not generate redundantMonteCarlo/newtests to repackage failedsignal. Macro45 andflow138resolved; successor143review19:40, PPI122/Arc104retained. Jobs139/140cancelledexpired141done; locallytested143/144/145renewalsthrough19:41requested butfirstsavedoutputunverified; daily14/25retained. All three lessonkinds recorded. Run elapsed~4.5min vs35minallowance/45hard; no orders placed. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://www.census.gov/services/current/index.html ; https://www.bls.gov/news.release/ecec.nr0.htm ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf/latest-holdings.csv ; https://blockstream.info/liquid/api/blocks .

Premises:1 Verified Q2nominal services growth+3.0% and Junecompensation levels do not identify an unexpected real-demand or policy shock. 2 NewETFend-date BTCstockdelta135.8554 is not known new spot buying at review time. 3 Liquid operator preparation does not prove authorized payouts. First order: stronger activity can support revenues while sustained costs constrain monetary easing; custody restoration would make claimant assets available. Second order: investors may adjust rate/risk expectations, and claimants may hold,sell orhedge rather than buy; intermediaries benefit from transaction activity. Third order: price effects depend on opposing flows and can be absorbed before fees/spreads are earned. Conclusion no directional or quantitative expected-return inference; these are scenarios, not forecasts. Strongest bullish case improving growth plus recovered confidence drives inflows; strongest adverse case higher discount rates plus claimant sales dominates. Neither has independently measured probability/payoff. Binding constraint remains validated entry edge. https://www.census.gov/services/current/index.html ; https://www.bls.gov/news.release/ecec.nr0.htm ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf/latest-holdings.csv ; https://x.com/Blockstream ; https://blockstream.info/liquid/api/blocks .

Premises: 1 Reuse costed frozen daily/hourly/15minute studies1639–1641/1698/1726; this is a trading review, no new backtest/refit/independent sample. BTC35/82win,avgwin2.642605%,loss3.080586%;ETH27/61,4.139850%/4.236197%;SOL33/70,4.496455%/4.301185%. Cash expectancy remains -.637761/-.528766/-.153726% pertrade, approved quarterKelly0. Prior 15minute holdouts return-43.5409/-32.9637/-18.7330%; pullbackN1–5 also rejected. 2 Completed daily bar sameSep8 as1728, RSI2 16.527/40.992/36.248 above frozen10; intradayquote does not replace daily signal. 3 16:32quotesBTC78739.049/78756.4 ETH2494.7/2495.25 SOL103.193/103.3; assumed25bp creditedasset fees eachside plus spread require .524/.524/.6061% recovery. Topask78.19/82.79/295.07USD; firsttwo below212.7475cap, onequote notdepth. 9/10fresh USDG stale. 4 OwnhistoryN1forcedliquidation cannot supply edge/execution distribution; no holdings/queuedorders to exit or adjust. Conclusion allocation0; limit savings cannot cure unvalidated entries without executable fill evidence. Sampling/serialdependence/costassumptions remain limitations; a rally is not evidence of positive entry-conditioned payoff. 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 . Observations18539/18546.

Premises: 1 Sep9 actual BLSJuneECEC/private46.89USD/hour is a level affected by composition, not a measured benign wage-inflation surprise; CensusQ2selectedservices nominal6418.7bn,+3.0%QoQ/+7.6%YoY is firm nominal activity, not real growth. 2 Fresh issuer CSVs nowSep8: IBIT785771.1727BTC versusSep4 785635.3173,+135.8554BTC over4calendar days; ETHA3527867.3679ETH unchanged despite earlier share issuance. These are end-date stocks, not a verified trade tape; settlement/baskets/definitions need reconciliation before demand claims. 3 CircleSep7 issuance8.8-redemption7.86=.94bn/week,134.286m/day arithmetic average, unchanged publication; USDCwebdateunknown and Llama different definition cannot imply incremental buying. 4 Liquid59.725h stale tip/secondaryerror and unchanged operator preparation do not verify recovery or authorized payout; GME latest10QJune11 leaves quantities/counterparty unknown. Conclusion update context, retain zero trade. Source proximity: agencies conduct surveys, issuers own records but have promotional incentives, explorer partial and operator interested. Strongest counterargument: new buying/recovery can occur before disclosure; that makes timing unknown rather than bearish. Validity: no identified price edge means entry gate unmet. Soundness limited by publication lag and missing flow destinations. Sources https://www.bls.gov/news.release/ecec.nr0.htm ; https://www.bls.gov/news.release/ecec.tn.htm ; https://www.census.gov/services/current/index.html ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf/latest-holdings.csv ; https://www.ishares.com/us/products/337614/ishares-ethereum-trust-etf/latest-holdings.csv ; https://www.circle.com/transparency ; https://data.sec.gov/submissions/CIK0001326380.json ; https://blockstream.info/liquid/api/blocks ; https://x.com/Blockstream . Observations18529,18540,18544,18545.

Startstatecrypto235.86cash/system850.99,goalrepeatablenetprofit,bindingconstraintvalidatedpositiveentrypayoff. Numberedpremises:1 1726 frozen daily/hourly/15min families rejected, allquarterKelly0; no new backtest needed to preserve rejection.2 1727 fresh primaryflow/custody review finds no newly dated spot demand or verified authorized recovery; missing disclosures/explorer access remain unknown.3 1728 fresh9/10quotes and~.52–.60%majors fee/spread hurdles do not create edge, topask belowcap.4 QuerytradesonlyN1operatorliquidation, no holdings/queuedorders to exit/adjust. Conclusion No proposals. Validity: absence of required evidence implies0authorizedsize; soundnesslimitedbyhistoricalomissions,assumedfees/slippage,publication/destinationunknown. Strongestcounterargument an unseen newflow or rally could create opportunity; accept opportunitycost without bearishforecast. Prior expectedcash stance unchanged by349.01shortfall; more independent positivecoststressed30+prospectivesamples plus executiongates could change it, a quote/newsrepeat cannot. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://data.sec.gov/submissions/CIK0001326380.json ; https://www.circle.com/transparency ; https://blockstream.info/liquid/api/blocks . Monitor129resolved,138next16:30,45macroretained. Jobs139/140/141requested through16:31 afterlocaltests; no savednewoutput at13:54, coveragegapexplicit,14/25preserved. Technical/execution/psyche lessons531–533 recorded. Elapsed~5minutes within27plan and45hard; no orders.

Premises:1 No approved daily/hourly/15minute entry rule in1726.2 Same completed Sep8 daily data as1700: RSI2 BTC16.527 ETH40.992 SOL36.248 above frozen10; no intraday substitution or new backtest.3 Sep9 13:52 primary BTC79266.7/79287.555 ETH2509.66/2510.19 SOL104/104.1 age.5/3.1/4.1s; credited-asset25bp each-side assumed fees plus bidask recovery hurdles .5283/.5231/.5985%. Topask dollars79.84/83.74/99.37 below212.7475 cap, not full depth/fill guarantee.4 No position or queuedorder to review R, target progress or horizon. Conclusion no new entry/exits; no fabricated stop/target. Prior WilderATR14 from1700 2257.4264/89.54047/5.056536 only rangecontext. Counterargument limit savings could help but independent fills/adverse-selection history absent and entry remains rejected. https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Premises:1 Sep9 13:52 SEC index latest10QJune11, latestearnings8KSep8; updated quarterly BTCquantity/counterparty/spot timing unavailable.2 Issuer IBIT/ETHA CSVs stillSep4, quantities785635.3173BTC/3527867.3679ETH: stocks not current purchases.3 Circle Sep7 seven-day8.8bn issued-7.86bn redeemed=.94bn,134.286m/day average; no new publication. USDCweb dateUNPARSED and LlamaSep9 different population cannot give incremental matched flow.4 Liquid tip4051232 age57.0586h; secondaryfailed; operator preparation wording hashunchanged; recipient598.50017761BTC/reserve3601.47202426 and small controlled tx do not prove authorized recovery. Conclusion retain uncertainty and cash; absence of a disclosure is not no activity or delay. Sources closest to event but issuer/operator interested and explorers incomplete. Counterargument buying/recovery could precede publication, which leaves timing unidentified. First order successful recovery could release assets, second holders may sell/hold/hedge, third price response and costs can absorb it; beneficiaries are claimants and intermediaries without known spot-buy requirement. Observations18498,18513,18514. https://data.sec.gov/submissions/CIK0001326380.json ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf/latest-holdings.csv ; https://www.ishares.com/us/products/337614/ishares-ethereum-trust-etf/latest-holdings.csv ; https://www.circle.com/transparency ; https://www.usdc.com/ ; https://stablecoins.llama.fi/stablecoin/2 ; https://blockstream.info/liquid/api/blocks ; https://x.com/Blockstream .

Premises:1 Positive independently validated cash expectancy required.2 Frozen1639–1641/1698 daily/hourly/15min rules fail; arithmetic using exact wins35/82,27/61,33/70 and recorded average wins/losses still negative.3 OwnN1 forced liquidation cannot estimate setup edge or execution distribution. Conclusion allocation0. This is arithmetic verification, not new backtest, parameter change or independent data. Already-recorded costed vectorbt holdouts BTC-43.5409%,ETH-32.9637%,SOL-18.7330%; pullback family separately only1–5 OOS trades and rejected. Sampling omissions, serial dependence and cost assumptions limit inference; a future rebound is a counterexample to a bearish prediction, not to the absent validated edge. Existing simulation1652 remains sensitivity only. https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Startstatecrypto235.86cash, systemequity850.99,zeroopen/queued; goalrepeatablenetprofit; bindingconstraintpositivevalidatedentrypayoff. Numberedpremises:1 Alreadyrecordeddaily/hourly/15minrulesrejected;1698recomputedcashmeans-.637761/-.528767/-.153726%,N82/61/70 andquarterKelly0; no new backtest required to retain rejection.2 Primaryflowreview1699 finds no datednewspotbuy/sale or authorizedLiquidpayout; missingquarterlyquantityandstaleETFCSV remain gaps.3 Livequotes arefresh8/10 but fee/spread hurdles~.53–.62%majors andthinbestquote constrainexecution; zeroentryedge dominatescaps.4 OwnN1operatorliquidation cannot estimate setup payoff. ConclusionNo proposals; noexit/adjustmentwhileflat. Validity: requirededgeabsent implieszeroauthorizedsize. Soundnesslimitedbyhistoricalomissions,costassumptions,unknownsourcepublication/destinations; strongestcounterargument continuingrally accepted as opportunitycost, notnegativepriceprediction. No rule relaxed by349.01shortfall. Existing simulation1652reused as sensitivityonly, notnew forecast. Monitors77/125resolved;129next13:50handoff includesGME;macro45/Arc104/PPI122retained. Jobs133/134/136requestedthrough13:51,14/25preserved; newactualsavedoutputs pending12:36, explicitcollector gaps;135badregexcancelledand136locallyverified. Technical/execution/psychelessonsrecorded. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://www.sec.gov/Archives/edgar/data/1326380/000132638026000050/a991-fy26q2earningsrelease.htm ; https://www.circle.com/transparency ; https://blockstream.info/liquid/api/blocks .

Premises: 1 Frozen1639–1641 daily/hourly/15min holdouts negative; no qualifying rule. 2 Same completed Sep8 daily observation1671 remains aboveSMA100 and RSI2 BTC16.527 ETH40.992 SOL36.248 >frozen10, so intradayquotes cannot be substituted for completed daily signal. No retest/refit this tradingrun. 3 12:32 primary quotes BTC79440.9/79472.08 ETH2503.13/2503.9 SOL104.455/104.576, age1/35.6/57.4s. Assumed25bp credited-asset entry/exit fee plus spread gives recovery hurdles .5413/.5328/.6183%; bestask displayed80.03/83.50/100.19USD below212.7475positioncap. Not full orderbook or fill guarantee. 4 Flat book/noqueued, so no R-progress or exits to adjust. Conclusion no defensible stop/target trade without entry edge. Prior WilderATR14 2257.4264/89.54047/5.056536 are existing range context; no arbitrary new target. Strong counterargument lowercost limit execution could help, but historicalmakerfill/adverseselection evidence missing and family remains rejected. https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; observations18389/18441.

Premises: 1 Sep8 GME release for Aug1quarter remains only current earnings filing: $294.1m digital assets/receivables, $75mQ2loss, $12.4mQ2written-optionproceeds ($18.2m26weeks), no purchase cash. Latest10QJune11 in SEC index checked12:32; release does not identify new spot transactions/counterparty details. 2 IBIT/ETHA CSVs stillSep4 quantities, not matched to Sep8 webpage share issuance; no dated spot flow. 3 Circle sameSep7 USDC net7d+.94bn ($134.286m/day average), unchanged publication; live usdc.com locale/template changes and unparsed date prohibit sequential supply inference. LlamaSep9 has distinct cutoff/population. 4 Liquid tip4051232 age55.733h, secondary failed; operator samepreparationhash. Recipient/reserve598.50016215/3601.47202426BTC; small confirmed tx back to reserve not authorized payout proof. Conclusion update watch, no entry. Closest sources issuer accounting/chain and operator statements each have limits; missing disclosure is not proof of no transactions or delay. Strong counterargument spot transactions may precede disclosure, but cannot time or size that unknown. First order recovery could release trapped claims; second order beneficiaries may sell, hold or hedge; third order prior price reaction and transaction costs could absorb impact. Who benefits: holders/marketmakers and payment issuers, without automatic BTC/ETH cash capture. Sources https://www.sec.gov/Archives/edgar/data/1326380/000132638026000050/a991-fy26q2earningsrelease.htm ; https://data.sec.gov/submissions/CIK0001326380.json ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf/latest-holdings.csv ; https://www.ishares.com/us/products/337614/ishares-ethereum-trust-etf/latest-holdings.csv ; https://www.circle.com/transparency ; https://www.usdc.com/ ; https://blockstream.info/liquid/api/blocks ; https://x.com/Blockstream . Observations18387–18391.

Trading-run arithmetic check, not a new backtest or new independent samples. Reused recorded costed 2025 training/2026 holdouts1639–1641 and correction1653; Python computed p*average_win-(1-p)*average_loss and max(0,.25*(p-(1-p)/(win/loss))). BTC p42.6829%,win2.642605%,loss3.080586%,N82 => expectancy-.637761%; ETH44.2623/4.139850/4.236197,N61 =>-.528767%; SOL47.1429/4.496455/4.301185,N70 =>-.153726%. Every quarterKelly0. 15m compounded returns -43.5409/-32.9637/-18.7330%; daily/hourly negative also. These unconditional tests do not validate previously rejected pullback family; conditional holdouts only1–5 trades and cost/training failures stay frozen. Own trade history N1 forced liquidation, no setup win/loss or slippage distribution. Premises net positive demonstrated payoff required, absent => zero sizing. Counterexample future prices may rise; these rejected rules are not a bearish forecast. Complete-case omission, serial dependence and assumed cost/quote latency limit generalization. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; query_trades fund=crypto trade10.

Startstateequity850.99,crypto235.86cash,0positions/queuedorders;goalrepeatablenetprofit,bindingconstraintvalidatedentrypayoff. Premises:1 RequiredowntradequeryN1operatorliquidation cannotestimatesetupexecutionedge.2 Previouslyfrozenpullbackdaily/hourlyOOSN1–5,cost/traininggatesfail;unchangedentrynooversoldtrigger.3 Newpreregistered1430unconditional72hcadenceexperiment36costedlongonlyvectorbtruns (2025train,2026holdout) finds15mOOSBTC/ETH/SOL -43.5409/-32.9637/-18.7330%,N82/61/70,p42.6829/44.2623/47.1429%,wins2.6426/4.1398/4.4965%,losses3.0806/4.2362/4.3012%;daily/hourlynegativealso. Fasterchecksreducestopovershootsbutnotanentryedge;allapprovedKelly0.4 Flows1628andcustody1632 do notidentifynewdatedspotbuying/recovery.5 Nextsessionscalendarverified14UTCtodayECEC/services,12:30UTCtomorrowPPI; monitors125/45/122plus77/104persistandjobs127–129requestedthrough12:31,firstsavedoutputsnotyetverified08:10. ConclusionNo proposals;nostopsneededwhileflat. Validity: positivedemonstratednetedgeisrequiredandabsent. Soundnesslimits: completecaseomissions,calendarreuse,nativefielddifferences,assumed5/15bpslipandzeroexecutablequotehistory;negativeexperimentdoesnotpredictfallingprices. Strongcounterargumentongoingrally/positiveunseenflowcouldbe missed; cashopportunitycostaccepteduntilindependentprospective30+entrysamples,positivecoststressedCIanddaily/hourly/15minexecutionpass. Caps212.7475/235.86andrisk8.5099onlyapplyafteredgegate. SourceURLs https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://www.circle.com/transparency ; https://blockstream.info/liquid/api/blocks ; https://www.bls.gov/schedule/2026/09_sched.htm . Allfiguresobservations18056–18120;analysis1653corrects1651SOLtrainingomission5not18. Technical/execution/psychelessonsrecorded. Elapsedunder15minwithin43minuteplan;noordersplaced.

Primary36pairvenueinventory census rerun7completeddays:top10USDC,BTC,USDG,ETH,XRP,SOL,LINK,LTC,UNI,HYPE;USDGonly4/7days,no liveAssetseligibilityproven. None top10prior20dayhighbreakout;BAT/DOT/FIL/XTZoutsidecurrenttop10 doflagbutnotmandatevalidatedsignals. Sep8majorsclose>SMA100(66573.60578/1929.867525/79.36240556),dailyRSI2=16.527/40.992/36.248 allabovefrozenentry10. 08:01OKXfundingBTC/ETH/SOL+.6865/+.4477/-.2695bp,settled+.6777/+.4497/-.2743bp,OI27349.243BTC/617650.602ETH/2816407.99SOL. Differentcontractpopulations,notglobalOI,nodistributionextremeclaimfrom3snapshots. USDC/USDGquotesstale;8/10fresh. PriceaboveSMA,changingOI andpositiveissuancearenotindependentconfirmationsornewedge. Currentnoentryandpriorrejectedrules remainfrozen. Counterexampletrendingpricescancontinuewithoutoversoldentry; doesnotjustifyalteringthresholdafterseeingdata. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; 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 .

Premises:1 LatestcompletedSep8closeBTC78448.681/ETH2484.527/SOL103.36,WilderATR14=2257.4264/89.54047/5.056536 (2.87758/3.60392/4.89216%). Prior06UTCATR2271.0718/88.76049/5.6218 wasarithmeticrolling14; exactreplicationconfirmssmoothingdifference,notchangedprices. 2 Sep9 08:01quotesBTC79268.46/79294,ETH2510.126/2511.009,SOL104.544/104.69; creditedassetfee recoveryhurdles.5343/.5372/.6422%,displayedaskUSD78.52/84.45/98.61 vs212.7475positioncap. Topquotealonecannotprovefullcapfill; no executabledepthhistory.3 AllnewcadenceOOSreturnnegative,raw/approvedquarterKelly0; previousfrozenpullbackN1–5andcostfailsstaydisabled. Noholdings/queuedlots, noR/targetprogress orhorizonexitneeded. Conclusionordersnone,stopsnonewhileflat;don'tinventstopsforunvalidatedentry. Anyfutureproposalrequiresmeasured1–2daily-rangeplausibletarget,>=1.5reward/risk,expectednetedge,book<=235.86,position<=212.7475andplannedrisk<=8.5099;15minovershootrequiresbuffer. Exactfill/slippageunknown,nofee-discountassumptionfrommerelyplacinglimit. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://docs.alpaca.markets/us/docs/crypto-fees .

Supersedesanalysis1651's parentheticalSOLtrainingomissioncount: actual savedsummarySOLtrainN116/skipped5,not18;BTC88/33,ETH112/9. Otherfindingsunchanged. Samecomplete72hOOSpathsBTC82/ETH61/SOL70;15m-minus-hourmean -.0028188/+.1110843/+.0950040pp,5000IIDpairedbootstrap95%CIs[-.164652,.183337]/[-.034771,.303008]/[-.040510,.250859]pp,allexamszero. Exitreasonsdiffer3permajor. Full15mhistorymissing119/119/95bars;OOSomissions1/22/13of83potentialwindows. Completecaseomissionmaybiasregimes;noIIDcertaintyassumedbeyondresampling. Nativehourmatchescomplete4x15mclosesexactlyN14686/14690/14728;nativedailyclosemaxdifference9.4753/9.2208/11.5241bpanddailyopenmax584.37/732.74/933.75bp. Experimentusescommon15mopen;canonicaldaily-closecontrolchanges0exitreasonsandmeanBTC+.000618pp,ETH/SOL0. Fastercheckstopovershootlower,butpairedexpectancyimprovementuncertainandunconditionalOOSreturnsnegative. Noentryedge;approved0. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; observations18056–18118/18166–18168.

Premises:1 Actualunconditional15mexitOOSpayoffsN82/61/70 areallnegativeexpectancy,quarterKelly0.2 Sensitivityonly:235.86initialbook,50initialinvestmentfixed21.199%fractionrebalanced10cycles,10000IIDbootstrap paths(seed90309). MedianterminalBTC232.708/ETH232.959/SOL234.934USD;p5=224.267/220.746/221.932;p95=241.655/246.676/249.107;lossfrequency72.8/63.86/53.83%.3 Pathsresamplecompletecasehistory,notvalidforecastofnext22days orentryconditionedsetup; correlatedmarketregimes,unobservedliquidity,gapsandcostuncertainty omitted. Nominal1ATRstop overshootOOSmaxdaily2.2121/1.8739/1.4293R, hourly.6485/.4115/.3794R,15m.4898/.2225/.2099R: even15mstopcanlose1.49Rbeforefees/slip. Conclusionriskbudget8.5099USD isplannedlosslimit,notguarantee; selectedallocation0. StrongcounterargumentIIDp95positive merelyshowsupsidepossible,notpositiveexpectedpayoff. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees .

Premises:1 Samecomplete72hpaths isolateclose-checkcadence withidenticalentry/range/costassumptions.2 2026BTC/ETH/SOL pairedN82/61/70,15m-minus-hourmean -0.002819/+0.111084/+0.095004percentagepoints;5000IIDpairedbootCI[-.16465,.18334]/[-.03477,.30301]/[-.04051,.25086]%.3 Exitreasonsdiffer3pathspermajor; directionofeffectisnotstronglyidentified. 4 15mfull2025–Sep8missing119/119/95bars,matchingwindowomissions train33/9/18 (verifySOLtrainfromobservations),OOS1/22/13. Completecaseanalysis maymissdifferentliquidityregimes. Hourlyaggregation exactlymatchesallcomplete4barclosesN14686/14690/14728; nativedailyclosemax9.4753/9.2208/11.5241bp, dailyopenmax584.37/732.74/933.75bp. Common15mopenpreventsentrymismatch; replacingnativedailyexitclosewith15maggregationchanged0exitreasons,meanBTC+.000618pp ETH/SOL0. Inferencefasterchecksreduceobservedtailovershootbutpositiveexpectancyimprovementnotestablished. BootstrapassumesIIDanddoesn'taddressserialdependence/omissionbias. Noadditionaltradingedge. Source https://runway.adityaperswal.workers.dev/data/crypto-bars .

Frozen note1430beforehistory: unconditional long every3days00UTC anchoredJan1 2025; noRSI/trendfilter andnotnewentryrecommendation. 2025train,2026Jan1–Sep8OOS; omitboundarycrossing/incomplete72hpaths fromallcadences. Priorcompletednative-dayWilderATR14,stop1ATR,target1.5ATR fromsame15mopen reference. First1Day/1Hour/15Min completedclose crossing executesatobservedclose plus5bp/15bp slip,or72htimeexit; optimisticzeroquote/latencydelay,nointrabarideal fills. Cashfees entry.0025/.9975 exit.0025; longonlyvectorbt,15m markgrid;36compoundedpayoffreconciliations pass1e-6pct. BaselineOOS [{"tf":"1Day","r":-36.93073427468296,"dd":59.91421940730469,"n":70,"p":47.14285714285714,"win":4.242198589980639,"loss":4.7067872293689135,"mean":-0.4879796288184106},{"tf":"1Hour","r":-24.153715262172938,"dd":48.868742831016796,"n":70,"p":47.14285714285714,"win":4.411310293275279,"loss":4.4049829528313404,"mean":-0.24873042252393443},{"tf":"15Min","r":-18.732950311684434,"dd":45.59516535029439,"n":70,"p":47.14285714285714,"win":4.496454563326082,"loss":4.30118505132661,"mean":-0.15372637584748414}]. Training returns(d/h/15m) -51.5944/-73.1472/-67.0913. EveryOOSbaselineandstressnegative,rawquarterKelly0. Nativehourmatches4x15mcloses exactly;nativedailyclose differs by<=~12bp infullhistory,entryusescommon15mopen toavoidlargerdailyopenmismatch. Completecaseomission maybias regime; calendarreusedbypriorresearch,notindependentconfirmation. Stopovershootworsenslossabove nominal1R;real15minvenuechecks don'tguaranteematchedbarclosefill. Conclusionrejectunconditionalentry; auditdoesnotvalidatepreviouslyrejectedpullback. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Allrowsobservations18056–18091 andlocal audit.py.

Frozen note1430beforehistory: unconditional long every3days00UTC anchoredJan1 2025; noRSI/trendfilter andnotnewentryrecommendation. 2025train,2026Jan1–Sep8OOS; omitboundarycrossing/incomplete72hpaths fromallcadences. Priorcompletednative-dayWilderATR14,stop1ATR,target1.5ATR fromsame15mopen reference. First1Day/1Hour/15Min completedclose crossing executesatobservedclose plus5bp/15bp slip,or72htimeexit; optimisticzeroquote/latencydelay,nointrabarideal fills. Cashfees entry.0025/.9975 exit.0025; longonlyvectorbt,15m markgrid;36compoundedpayoffreconciliations pass1e-6pct. BaselineOOS [{"tf":"1Day","r":-49.95067278071193,"dd":61.77394490365453,"n":61,"p":44.26229508196721,"win":3.878693206992178,"loss":4.826088557776246,"mean":-0.9731523668131724},{"tf":"1Hour","r":-37.418698372687395,"dd":50.49805926238281,"n":61,"p":44.26229508196721,"win":3.995623078004095,"loss":4.320962944734015,"mean":-0.6398510986040323},{"tf":"15Min","r":-32.963717240492755,"dd":46.209085516003576,"n":61,"p":44.26229508196721,"win":4.139849602814085,"loss":4.236197399024663,"mean":-0.5287667588665288}]. Training returns(d/h/15m) -61.1674/-72.3326/-70.2655. EveryOOSbaselineandstressnegative,rawquarterKelly0. Nativehourmatches4x15mcloses exactly;nativedailyclose differs by<=~12bp infullhistory,entryusescommon15mopen toavoidlargerdailyopenmismatch. Completecaseomission maybias regime; calendarreusedbypriorresearch,notindependentconfirmation. Stopovershootworsenslossabove nominal1R;real15minvenuechecks don'tguaranteematchedbarclosefill. Conclusionrejectunconditionalentry; auditdoesnotvalidatepreviouslyrejectedpullback. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Allrowsobservations18056–18091 andlocal audit.py.

Frozen note1430beforehistory: unconditional long every3days00UTC anchoredJan1 2025; noRSI/trendfilter andnotnewentryrecommendation. 2025train,2026Jan1–Sep8OOS; omitboundarycrossing/incomplete72hpaths fromallcadences. Priorcompletednative-dayWilderATR14,stop1ATR,target1.5ATR fromsame15mopen reference. First1Day/1Hour/15Min completedclose crossing executesatobservedclose plus5bp/15bp slip,or72htimeexit; optimisticzeroquote/latencydelay,nointrabarideal fills. Cashfees entry.0025/.9975 exit.0025; longonlyvectorbt,15m markgrid;36compoundedpayoffreconciliations pass1e-6pct. BaselineOOS [{"tf":"1Day","r":-45.335488690561114,"dd":56.618290167864885,"n":82,"p":42.68292682926829,"win":2.7719502528899196,"loss":3.2106725061297503,"mean":-0.6571140114262333},{"tf":"1Hour","r":-43.33920336763765,"dd":52.87368358880129,"n":82,"p":42.68292682926829,"win":2.5767705024402243,"loss":3.0266424855700738,"mean":-0.6349418199559221},{"tf":"15Min","r":-43.54092632748159,"dd":51.47647840169819,"n":82,"p":42.68292682926829,"win":2.6426053805840573,"loss":3.0805863424232824,"mean":-0.6377606069933204}]. Training returns(d/h/15m) -54.1432/-64.6717/-63.4934. EveryOOSbaselineandstressnegative,rawquarterKelly0. Nativehourmatches4x15mcloses exactly;nativedailyclose differs by<=~12bp infullhistory,entryusescommon15mopen toavoidlargerdailyopenmismatch. Completecaseomission maybias regime; calendarreusedbypriorresearch,notindependentconfirmation. Stopovershootworsenslossabove nominal1R;real15minvenuechecks don'tguaranteematchedbarclosefill. Conclusionrejectunconditionalentry; auditdoesnotvalidatepreviouslyrejectedpullback. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Allrowsobservations18056–18091 andlocal audit.py.

RunCLI momentum lookback1 days616 stop3%target4.5% as engine smoke test, not identical to frozen unconditionalcadence audit1430. 617bars includeSep9partial. CLI engine samecloseentries, idealizedbarrierfills, nofees/slippage orOOSsplit. BTC/ETH/SOLreturns -2.414645/-5.731119/-20.158132%,DD28.990985/31.944930/47.359101%,N164/181/176,p37.1951/35.9116/34.6591%. Belowbenchmark lossdoesnotconstitutepositivecashpayoff. Reject fortrading; costedvectorbt with2025train/2026holdout andactualclosechecks testedseparately. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; engine /app/agent/dist/backtest/cli.js .