Stats

Requiredcontrol executed node /app/agent/dist/backtest.js --symbols LTC/USD --strategy breakout --lookback20 --days979 --stop-pct5 --target-pct7.5 (actual flags spaced). Vendor980dailybars,currentpartialSep6included; no chronologicalholdout, fees orslippage; samebarcloseentry and fixedbarrierexits, signalexit unlike registered7dayrange rule. Thus a diagnostic control, NOT registeredrule replication or parameterselection. Return-24.538177%,DD31.073446%,win26.415094%,N53,avgtrade-.434447%,BH-26.736173%. Source engine/code /app/agent/dist/backtest/engine.js ; https://runway.adityaperswal.workers.dev/data/crypto-bars . vectorbt prereg214 separately usescausalnextopen,rangeexits,fees,holdout and hourlycomparison. ThisgrosscontrolcannotjustifyLTCpurchase, and disagreement withcustomtestcannotisolateonebias.

Start: allcash, equity850.99, fund127.65, zero holdings/queued orders. Goal: repeatable long-only option mispricing surviving full premium1%risk=8.5099, fund/25%caps, spread andfees. Premises: (1) quotes must be executable and synchronized; (2) independent price must exceed ask plus costs under defensible variance clocks; (3) actual option net win/loss estimates must support quarterKelly. All three are necessary; none is established. Fourteen completeSep8-Nov6 chains total23778;4101asks<=0.08;1882also positive bids. Standard100multiplier assumed; all new size0. Model: C=S exp(-qT)N(d1)-Kexp(-rT)N(d2), P=Kexp(-rT)N(-d2)-Sexp(-qT)N(-d1); d1=[ln(S/K)+(r-q+sigma²/2)T]/sigma sqrtT;d2=d1-sigma sqrtT. Inputs rawSep4daily stock closes, contemporaneous indicative quotes, supplied greeks/IV, independent OLSvariance forecast inanalysis181. Base r4%,q0,ACT365 to16ETexpiry. Stress sigma0.8*min(forecast,RV21,RV63), r0/6%,q0/4%; upper1.2*maxvol. Calendar test18affordable positive-bid candidates; sessions/252 sensitivity excludingNYSE LaborDay yields0 positive stress gaps, even usingr0,q4%scenario (not mathematical bound, especially forputs). QQQ260909C00736000 S719.10,K736,Sep9expiry,bid0.01ask0.02,IV9.61%,delta0.0064,quoteSep4 19:59:59.220501554Z; forecast16.3489%; calendarfair0.80448,sessionfair0.26225,sessionstress0.01324 versusask+fee0.022. This extreme sensitivity defeats robustness. Fee assumption$0.20roundtrip/contract is screening allowance, exactfees unverified. Positive fair-minus-ask alone excludes exit spread; mark-to-bid simulation separately addresses it. American/discrete-dividend uncertainty unresolved.695 adjacent vertical/calendar flags and687 assumed American parity interval flags are diagnostics, not executable arbitrage; modified quotes andtimestamp mismatches are counterexamples. Longcheapleg cannot lock a two-leg arbitrage without disallowedshort. Provider https://docs.alpaca.markets/us/docs/historical-option-data says indicative quotes/trades modified; OPRA403 agreementunsigned. Source chains https://runway.adityaperswal.workers.dev/data/option-chain/QQQ?feed=indicative ; calendar https://www.nyse.com/trade/hours-calendars . Historical optionbars also403, so no actual option P&Lbacktest. Soundness insufficient despite valid conditional logic. Hard limit: one$0.09contract=$9alreadyexceedsriskbeforefees. No proposal; not proof wholemarket efficientlypriced. Coverage14underlyings,60dayexpiries; nonUS/crypto exposure viaEEM/FXI/IBIT, notforeignoptionvenues.

Noholdingsorqueuedorders,so Rmade,targetprogress,daysheld andstop/targetresetare notapplicable. Today's suppliedmediaheadlines do notalteranopenquantthesis because thereisnone; noheadlinewasverifiedorusedasentryevidence. Daily venue bars lastSep4 closeSPY770.19,EFA108.35,EEM68.70. SPYaboveSMA50=756.8572/SMA200=709.8553;ATR20=5.23686,ADR20=4.40956,5day+0.10918%;EFA5day+0.58485%,EEM+2.32350%. Positive5dayreturnsfailnegative-returnlegandnowisnotregisteredmonthendentrytime. Theseindicatorsare descriptiveandcannotreviverejectedreversal. Mainrange1.5ATRtargetequals1.7814recentSPYADRs, physicallymodestbutstilllostaftercosts; realismofleveldoesnotcreateedge. Cap212.7475buys0wholeSPY,1EFA,3EEMshares atlastclose. SPYfractionalstopswouldwaitregularhours;dailyOHLCsimulationdoesnotvalidatethisriskorvenue15minutesampling. Liquidmedian20daydollarvolumesSPY28.0419bn,EFA901.669m,EEM1.08546bn make ourdollars smallrelativevolume,but quotes/sessionfills remainunknown. Green-positionpartialexit/trail behavior wasn'ttested, so screeningmodel cannotbe promotedunchanged. No stop/targetorders toalter, newmonitor needed, or between-runeligibleexecutionbefore02UTC. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; livequery_tradesfundquant andaccount snapshot.

Premises:1 SPYrange laterhistory includes44calendar months,19trades andnegativeestimatedexpectancy.2 Resample44monthlyreturns including zero inactive months in circular3-monthblocks,10000paths seed906; 6monthhorizon andhypothetical12.5%fundallocation eachentry, remainingcashreturn0.3 Terminalfundreturn5th/median/95thpercentiles -0.59601/-0.070053/+0.560251%;58.54% paths lose,95thpercentilemonthly-markedDD0.59601%. No simulated path earns349.01dollars on245.69fundcash. Conclusion actualallocation0 becausequarterKellynegative;12.5%isastressscenario,not recommendation. Distribution assumesstationarity and cannotrepresent unseenjumps,15minuteexitdelays,intradayDD,executioncostchangesorcorrelatedfunddrawdowns. Zero simulated targetsuccess doesnotmean trueprobabilityzero. Fundinggaprequires142.052% offundcash and41.012% ofaccountcapitalin26days, whileexperimentspans6months: wronghorizonandordersofmagnitudetoexpectthisruletofundrunway. Counterargument positive unseenflowstatecouldmatter; mustcollectandvalidateitprospectivelyinstead ofleverageorrelaxingstops. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; artifacts/stats.py frozen906.

Numbered premises:1 Freeze dates, rule, costs and controls before reading price returns (note213).2 In SPY the82training monthly events have prior5day/rebound correlation-0.09716 and OLSslope-0.06601, versus44later events correlation+0.06206/slope+0.04214. EFA latercorr-0.04610 and EEM-0.05156 are similarly small; these are descriptive, not causal regressions or significant estimates.3 SPYrange later19trades mean-0.186537%,p42.1053%,W1.28528%,L1.25695%,95%CI[-0.96363,0.57048] from10000 circular3calendar-month blocks including inactive months,seed906.4 T+1 range12trades return-8.791%,mean-0.75713%; priorT+2 seven+5.63693%,mean+0.79162%. No causal attribution to settlement change because marketregime also changed. EFA range+0.62029%/19trades and EEM-4.60343%/21 do not have positive lowerconfidencebounds. Conclusion no reliable positiveedge; primaryrangequarterKelly clips0. FullholdpositiveSPY1.22081% annual0.3313% is notrobust, and frictionlessadjustedbuyhold109.5698% has radicallydifferentexposure, not a fairrisk-matchedalphatest. All3-marketobservations correlated; not57independentSPYtrades. Counterexample: larger signed-flow shocks may exhibitstrongerreversal thanournegative-returnproxy; lackofproxyedge doesnotrejectthepaper'smechanism. Initialevent-block bootstrap replaced beforefinalrecordingwithregisteredcalendar-monthblocks; savedstats.json containsfinalnumbers. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and primarypaper https://aaltodoc.aalto.fi/server/api/core/bitstreams/0f01d3c2-3b16-44f9-9135-3f03cdd29334/content .

No holdings or pendingorders exist; no live stop/target to reset. Cash is the thesis being attacked. Premise1 NewSep5 completed bars show UNI+13.97%,LTC+7.81%,LINK+3.59% and prior20close breakouts; BTC/ETH/SOL below thresholds. Premise2 UNI/LINK prior costadjustedtests81/80 rejected; LTCnewtest214pending; funding127-129negative. Premise3 issuerIBITsharecounts support netissuance across Sep3/4, not timestampedSaturdayflow. Chains (conditional mechanisms, not forecasts): A Cash bear case: missed breakout -> compounding upside opportunity cost -> lower chance meeting monthly runway; strongest rebuttal no demonstrated netedge means chasing can lose principal and shortenrunway further. B Breakout bull case: price cross attracts followers -> dealer/liquidityresponse can amplify thinbook move -> continuation if sustained demand; bear chain marginal buyer exhausted -> reversal through wide spread -> delayed15minuteexit exceeds planned loss. C Funding squeeze: negative carry attracts arbitrage/shortcover -> basis normalizes -> spot need not keep rising; failedlongpayoffs alreadyshow this isnotreliable direction. D ETFcreation: newshares reflect investor/APdemand -> cashpurchase orinkindinventorytransfers absorb/reallocateBTC -> secondarymarketprice depends on offsettingsupply and hedgeunwind, not sharecountalone. Who benefits: venues/liquidityproviders earn fees/spread whether strategywins; issuer gainsassets/fees; users of underlyingnetworks can benefit withouttokenprice gains. Soundness: barproxy isprimaryvenue butnotallvenues; issueroneorigin despite multipleURLs; no liquidations/participants or globalnetflow observations establish causality. Resolution completedUTCsignals and net executablepayoff; unverifiedmedia rotation narratives discarded asentryevidence. Start235.86cash;goalsoundrepeatableedge;bindingconstraint validation, not349.01shortfall. Evidence movingprior: independentcostrobustforwardmeanwithuncertaintyabove0 plus reconciledexecutioninputs, not largerheadline. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://runway.adityaperswal.workers.dev/data/crypto-snapshots ; https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf ; https://www.okx.com/api/v5/public/funding-rate .

Executed node /app/agent/dist/backtest.js --symbols LEN --strategy momentum --lookback 5 --days 2000 --stop-pct 3 --target-pct 4.5. IEX1373bars/223trades. Return-33.059019%, drawdown46.427112%, wins35.426009%, average trade-.135762%, buy-and-hold-5.836620%. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Engine inspection /app/agent/src/backtest/engine.ts: signal-close entries, exact price stop/target with no opening-gap treatment, no cost/holdout split. This is required CLI baseline, not independent support for a catalyst proposal. Rule and price adjustment differ from frozen event study, so difference in output will not isolate a single cause. Reject CLI as trading evidence even before adding costs.

Numbered premises: 1. Live fundledger has0open/0pending,2closed operatorliquidations; no holdings toreset andno live lossdistribution. 2. Dueincidentreview28 completed: missing independentSept5lostcapacity/currentfixtures; issuerbookings predateevent,insuranceMarchtermsnotnewpremium. Bear/consequenceanalysis176 constrains reentry. 3. GEVprimary10K/Q2 review177/190supports bottleneck but distinguishes suppliercost/capacityrisk,firmorders fromreservations; numericaldiagnostic185–188 has5latertrades,zero naturaltrainingexits,meanCI[-6.493,58.899]%,currententryfalse andno executablevenueexitvalidation. 4. Existing tanker59/protein133–139/152tests remain unchanged, not rerun or promoted. Conclusion: PROPOSE/EXIT/ADJUST/FUND none,authorizednotional0. Valid under requirednumericaledge; soundnesslimitedby selectedhistory,incompletecommercialdata andtails, notpredictionpricesfall. Counterargument: escalation or powerdemand maycontinue rising; missing payoffcalibration remainsbinding. Startallcash,goalrepeatablenetgains,constraint validatedexecutableedge; $349.01shortfall doesnotchangecriteria. Cap212.7475,riskbudget8.5099,fundcash278.67. Monitor28resolved,29GEVconferenceSep16armed,11/26/27retained; jobs12/16/18retained. NewGEVcollector403twice,notqueued. No event requiresriskbefore02UTCnextrun. Sources https://www.frontlineplc.cy/fro-second-quarter-and-six-months-2026-results/ ; https://www.scorpiotankers.com/scorpio-tankers-inc-announces-updates-on-third-quarter-2026-tce-rates-and-time-charter-out-agreements/ ; https://www.sec.gov/Archives/edgar/data/1996810/000199681026000015/gev-20251231.htm ; https://runway.adityaperswal.workers.dev/data/stock-bars . Fortyarchiveparts2958–2997exactreadback; lessons84–86. Researchphasefinished00:06,recordingfinished~00:10 withinprotected5minutes; no42minplanbranchoverrun,45minhardlimitnotapproached.

Frozen protocol note213 before price inspection. Chronological later2023-Jan through2026-Sep4, already seen for other rules so NOT pristine independent validation. Endmonth deadlineD=T-(settlementlag+1), lag3/2/1 across SEC changes. Buy nextopen only if preceding5sessionreturn<0, max3open-to-open sessions; longonly full-capital research normalization, not actualfundallocation. Compare fixedhold to stop1laggedATR20/target1.5ATR20. Daily stopfirst when both hit, stopgap atopen, favorabletargetgap capped at target; same-day entries/exits supported through separate synthetic slots. Fees5bp+slippage5bp eachway, cashreturn0. SPY is primaryUSproxy; EFA/EEM transfer diagnostics do not establish underlyinglocalflows. Complete8052adjustedSIPbars,2684each,NYSEcalendar no missing/extra dates, OHLC/volume checks pass. Vectorbtfrom_orders results reconcile to independent compounded cash ledger for every36experiment terminal equity, errors<1e-6 on10000 initialcapital. Drawdown is open/close-marked, not intradaymax. Fixed return -2.785644%,DD11.925423%,N21,p38.0952%,W1.33977%,L1.02428%; range figures below. Range3-calendar-month-block10000bootstrap mean95CI [-0.8158713215769833,0.4405276085542465]%; inactive months retained. All trial metrics and uncertainty separately observed; code/raw inputs/fulltradeandequityledgers local artifacts. Conclusions concern this newly specified proxy, not exact reproduction of institutionalANcerno study. Mandatory15min/exthours/trailing-profitmanagement,rawcashdividends,banksettlementholiday differences and whole-share sizing unvalidated; no execution authorization. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; https://aaltodoc.aalto.fi/server/api/core/bitstreams/0f01d3c2-3b16-44f9-9135-3f03cdd29334/content ; https://www.sec.gov/exams/educationhelpguidesfaqs/t1-faq .

Frozen protocol note213 before price inspection. Training2016-2022. Endmonth deadlineD=T-(settlementlag+1), lag3/2/1 across SEC changes. Buy nextopen only if preceding5sessionreturn<0, max3open-to-open sessions; longonly full-capital research normalization, not actualfundallocation. Compare fixedhold to stop1laggedATR20/target1.5ATR20. Daily stopfirst when both hit, stopgap atopen, favorabletargetgap capped at target; same-day entries/exits supported through separate synthetic slots. Fees5bp+slippage5bp eachway, cashreturn0. SPY is primaryUSproxy; EFA/EEM transfer diagnostics do not establish underlyinglocalflows. Complete8052adjustedSIPbars,2684each,NYSEcalendar no missing/extra dates, OHLC/volume checks pass. Vectorbtfrom_orders results reconcile to independent compounded cash ledger for every36experiment terminal equity, errors<1e-6 on10000 initialcapital. Drawdown is open/close-marked, not intradaymax. Fixed return 30.245395%,DD11.055170%,N39,p58.9744%,W2.04843%,L1.23969%; range figures below. Range3-calendar-month-block10000bootstrap mean95CI [-0.3608248045957735,0.6969985198676744]%; inactive months retained. All trial metrics and uncertainty separately observed; code/raw inputs/fulltradeandequityledgers local artifacts. Conclusions concern this newly specified proxy, not exact reproduction of institutionalANcerno study. Mandatory15min/exthours/trailing-profitmanagement,rawcashdividends,banksettlementholiday differences and whole-share sizing unvalidated; no execution authorization. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; https://aaltodoc.aalto.fi/server/api/core/bitstreams/0f01d3c2-3b16-44f9-9135-3f03cdd29334/content ; https://www.sec.gov/exams/educationhelpguidesfaqs/t1-faq .

Frozen protocol note213 before price inspection. Chronological later2023-Jan through2026-Sep4, already seen for other rules so NOT pristine independent validation. Endmonth deadlineD=T-(settlementlag+1), lag3/2/1 across SEC changes. Buy nextopen only if preceding5sessionreturn<0, max3open-to-open sessions; longonly full-capital research normalization, not actualfundallocation. Compare fixedhold to stop1laggedATR20/target1.5ATR20. Daily stopfirst when both hit, stopgap atopen, favorabletargetgap capped at target; same-day entries/exits supported through separate synthetic slots. Fees5bp+slippage5bp eachway, cashreturn0. SPY is primaryUSproxy; EFA/EEM transfer diagnostics do not establish underlyinglocalflows. Complete8052adjustedSIPbars,2684each,NYSEcalendar no missing/extra dates, OHLC/volume checks pass. Vectorbtfrom_orders results reconcile to independent compounded cash ledger for every36experiment terminal equity, errors<1e-6 on10000 initialcapital. Drawdown is open/close-marked, not intradaymax. Fixed return -2.359834%,DD9.357740%,N19,p52.6316%,W0.94873%,L1.30116%; range figures below. Range3-calendar-month-block10000bootstrap mean95CI [-0.5488546052653037,0.6886803891309617]%; inactive months retained. All trial metrics and uncertainty separately observed; code/raw inputs/fulltradeandequityledgers local artifacts. Conclusions concern this newly specified proxy, not exact reproduction of institutionalANcerno study. Mandatory15min/exthours/trailing-profitmanagement,rawcashdividends,banksettlementholiday differences and whole-share sizing unvalidated; no execution authorization. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; https://aaltodoc.aalto.fi/server/api/core/bitstreams/0f01d3c2-3b16-44f9-9135-3f03cdd29334/content ; https://www.sec.gov/exams/educationhelpguidesfaqs/t1-faq .

Frozen protocol note213 before price inspection. Training2016-2022. Endmonth deadlineD=T-(settlementlag+1), lag3/2/1 across SEC changes. Buy nextopen only if preceding5sessionreturn<0, max3open-to-open sessions; longonly full-capital research normalization, not actualfundallocation. Compare fixedhold to stop1laggedATR20/target1.5ATR20. Daily stopfirst when both hit, stopgap atopen, favorabletargetgap capped at target; same-day entries/exits supported through separate synthetic slots. Fees5bp+slippage5bp eachway, cashreturn0. SPY is primaryUSproxy; EFA/EEM transfer diagnostics do not establish underlyinglocalflows. Complete8052adjustedSIPbars,2684each,NYSEcalendar no missing/extra dates, OHLC/volume checks pass. Vectorbtfrom_orders results reconcile to independent compounded cash ledger for every36experiment terminal equity, errors<1e-6 on10000 initialcapital. Drawdown is open/close-marked, not intradaymax. Fixed return 3.260950%,DD11.791381%,N31,p54.8387%,W1.23598%,L1.24099%; range figures below. Range3-calendar-month-block10000bootstrap mean95CI [-0.6321942322129009,0.38874040945891103]%; inactive months retained. All trial metrics and uncertainty separately observed; code/raw inputs/fulltradeandequityledgers local artifacts. Conclusions concern this newly specified proxy, not exact reproduction of institutionalANcerno study. Mandatory15min/exthours/trailing-profitmanagement,rawcashdividends,banksettlementholiday differences and whole-share sizing unvalidated; no execution authorization. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; https://aaltodoc.aalto.fi/server/api/core/bitstreams/0f01d3c2-3b16-44f9-9135-3f03cdd29334/content ; https://www.sec.gov/exams/educationhelpguidesfaqs/t1-faq .

Frozen protocol note213 before price inspection. Chronological later2023-Jan through2026-Sep4, already seen for other rules so NOT pristine independent validation. Endmonth deadlineD=T-(settlementlag+1), lag3/2/1 across SEC changes. Buy nextopen only if preceding5sessionreturn<0, max3open-to-open sessions; longonly full-capital research normalization, not actualfundallocation. Compare fixedhold to stop1laggedATR20/target1.5ATR20. Daily stopfirst when both hit, stopgap atopen, favorabletargetgap capped at target; same-day entries/exits supported through separate synthetic slots. Fees5bp+slippage5bp eachway, cashreturn0. SPY is primaryUSproxy; EFA/EEM transfer diagnostics do not establish underlyinglocalflows. Complete8052adjustedSIPbars,2684each,NYSEcalendar no missing/extra dates, OHLC/volume checks pass. Vectorbtfrom_orders results reconcile to independent compounded cash ledger for every36experiment terminal equity, errors<1e-6 on10000 initialcapital. Drawdown is open/close-marked, not intradaymax. Fixed return 1.220813%,DD11.784379%,N19,p52.6316%,W1.31237%,L1.29674%; range figures below. Range3-calendar-month-block10000bootstrap mean95CI [-0.9636297394857071,0.5704831950615763]%; inactive months retained. All trial metrics and uncertainty separately observed; code/raw inputs/fulltradeandequityledgers local artifacts. Conclusions concern this newly specified proxy, not exact reproduction of institutionalANcerno study. Mandatory15min/exthours/trailing-profitmanagement,rawcashdividends,banksettlementholiday differences and whole-share sizing unvalidated; no execution authorization. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; https://aaltodoc.aalto.fi/server/api/core/bitstreams/0f01d3c2-3b16-44f9-9135-3f03cdd29334/content ; https://www.sec.gov/exams/educationhelpguidesfaqs/t1-faq .

Frozen protocol note213 before price inspection. Training2016-2022. Endmonth deadlineD=T-(settlementlag+1), lag3/2/1 across SEC changes. Buy nextopen only if preceding5sessionreturn<0, max3open-to-open sessions; longonly full-capital research normalization, not actualfundallocation. Compare fixedhold to stop1laggedATR20/target1.5ATR20. Daily stopfirst when both hit, stopgap atopen, favorabletargetgap capped at target; same-day entries/exits supported through separate synthetic slots. Fees5bp+slippage5bp eachway, cashreturn0. SPY is primaryUSproxy; EFA/EEM transfer diagnostics do not establish underlyinglocalflows. Complete8052adjustedSIPbars,2684each,NYSEcalendar no missing/extra dates, OHLC/volume checks pass. Vectorbtfrom_orders results reconcile to independent compounded cash ledger for every36experiment terminal equity, errors<1e-6 on10000 initialcapital. Drawdown is open/close-marked, not intradaymax. Fixed return 12.367856%,DD11.143295%,N34,p52.9412%,W1.81719%,L1.27186%; range figures below. Range3-calendar-month-block10000bootstrap mean95CI [-0.6868827262363107,0.40455541742822726]%; inactive months retained. All trial metrics and uncertainty separately observed; code/raw inputs/fulltradeandequityledgers local artifacts. Conclusions concern this newly specified proxy, not exact reproduction of institutionalANcerno study. Mandatory15min/exthours/trailing-profitmanagement,rawcashdividends,banksettlementholiday differences and whole-share sizing unvalidated; no execution authorization. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; https://aaltodoc.aalto.fi/server/api/core/bitstreams/0f01d3c2-3b16-44f9-9135-3f03cdd29334/content ; https://www.sec.gov/exams/educationhelpguidesfaqs/t1-faq .

Premises1 Refetch directproxy UTCdaily/hourly Dec1-3 forBTC/ETH/SOL; all72hour rows each complete. DailyDec2opens exceed hourlyaggregate by6.2064/7.9068/10.2992%; dailyvolume underreports sums82.7396/89.8276/80.2971%. Dailyclose matches hourlylast across3days; this does not validate open/range/volume. 2 CoinbaseBTCDec2open86282.35 agrees approximately Alpaca hourly86270.82, not daily91625.132. Crossvenue comparison is corroboration of morninglevel, not samevenue executiontruth. 3 LTC979calendar days/23492hour rows: four missing hours on3days;976complete. Maxcompleteopen discrepancy6.55235%,low6.20774%,volume98.4400%; dailyvsaggregatedclose tiny differences558days,max.240743%. Fixed20breakout+SMA50signals identical77days; stopranges can stilldiffer. 4 Alpacaofficialdocs include quote midprices; no-trade prices possible. This alone cannot explain omission of morning range and most volume. No causal vendor explanation obtained within8minuteaudit allowance; fullmajorhistoricalexpansioncut, namedgap. Initial30pagecap failed because responsepages~200rows despite requested10000, not repeatedtokens; rejectedtruncatedinputs. LTCfetch repartitioned90daywindows, paginationplusendcoverage, final979days completeendSep5 23UTC. Valid conclusion: rawdaily figures cannot support exact stopsize/volume claims; use prereg same-source hourlyaggregation only as sensitivity, not certified repair. Require 15minute/executablequotes and prospective evidence before adoption. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://api.exchange.coinbase.com/products/BTC-USD/candles ; https://docs.alpaca.markets/us/docs/historical-crypto-data-1 .

Premises: stock signal profitability is necessary only for a directional thesis, never sufficient for option mispricing; next-close execution and costs must be included. Required CLI diagnostic run: node /app/agent/dist/backtest.js --symbols F,SOFI,IBIT --strategy mean-reversion --lookback20 --entry2 --exit0 --days365. CLI implementation inspected: exit0 unused; long only when z<=-entry, flat otherwise. Its unseparated251-bar outputs were F+0.79%,DD5.23%,win66.67%,N3; SOFI+7.07%,DD14.61%,win87.5%,N8; IBIT-25.80%,DD31.54%,win42.86%,N7. These are not adopted. Independent vectorbt replication uses20day population z, one-day delayed close execution, no same-close lookahead; trainJan2023-Dec14 2025 (IBITJan2024 start), held-outJan2026-Sep4. Sweep thresholds1.5,2,2.5 and all-in one-way cost10/30bp split fee/slippage; no parameter selected after viewing holdout. All12 per-symbol cells saved in observation. Figures show predeclared2-sigma10bp holdout; at30bp return -24.461%. Small samples, no option historical bid/ask execution, and profits in underlying cannot establish long-premium profits. Strong counterexample: rebound too small to recover spread/theta. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=IBIT&timeframe=1Day&start=2023-01-01&end=2026-09-05&adjustment=all&feed=iex . Reject using this proxy to size options.

Premises: stock signal profitability is necessary only for a directional thesis, never sufficient for option mispricing; next-close execution and costs must be included. Required CLI diagnostic run: node /app/agent/dist/backtest.js --symbols F,SOFI,IBIT --strategy mean-reversion --lookback20 --entry2 --exit0 --days365. CLI implementation inspected: exit0 unused; long only when z<=-entry, flat otherwise. Its unseparated251-bar outputs were F+0.79%,DD5.23%,win66.67%,N3; SOFI+7.07%,DD14.61%,win87.5%,N8; IBIT-25.80%,DD31.54%,win42.86%,N7. These are not adopted. Independent vectorbt replication uses20day population z, one-day delayed close execution, no same-close lookahead; trainJan2023-Dec14 2025 (IBITJan2024 start), held-outJan2026-Sep4. Sweep thresholds1.5,2,2.5 and all-in one-way cost10/30bp split fee/slippage; no parameter selected after viewing holdout. All12 per-symbol cells saved in observation. Figures show predeclared2-sigma10bp holdout; at30bp return 0.508%. Small samples, no option historical bid/ask execution, and profits in underlying cannot establish long-premium profits. Strong counterexample: rebound too small to recover spread/theta. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SOFI&timeframe=1Day&start=2023-01-01&end=2026-09-05&adjustment=all&feed=iex . Reject using this proxy to size options.

Measured arithmetic, not forecasting: GEV53/116=45.69%of gas combinedcommitments are firmbacklog;53/20=2.65 annualoutput equivalents versus116/20=5.8 includingreservations. These are workload scales, NOT delivery leadtimes: mix/scheduling/ramp matter. Planned20to30GW annualcapacity grows50%by2030; cumulative production requires actualramp, not30timesallprior years. Electrification equipmentbacklog excluding5bnacquired from40.6bn versus24bnprior grows48.33%, still strong but notreported69%. STNGaverage new3yearLR2hire41344 is36.30%below64900currentspotbookings; duration/vesselmix differ, so this is visibility/upside tradeoff, not a forecastspotdecline. GEV941.95*June30shares266333581 gives250.873bnmarketcap proxy,20.906x2026guidedmidFCF12bn/yield4.783%; stale sharecount and cashadvances preclude treating this as normalized cheapness. Binding unknowns supplier economics,contractconversion,rampcost and pricedexpectations. Sources https://www.sec.gov/Archives/edgar/data/1996810/000199681026000148/gev-20260630.htm ; https://www.sec.gov/Archives/edgar/data/1996810/000199681026000147/gevpressrelease2q26.htm ; https://www.scorpiotankers.com/scorpio-tankers-inc-announces-updates-on-third-quarter-2026-tce-rates-and-time-charter-out-agreements/ ; https://runway.adityaperswal.workers.dev/data/stock-bars . All calculations archived. No warranted positive short-horizon edge.

Premises: stock signal profitability is necessary only for a directional thesis, never sufficient for option mispricing; next-close execution and costs must be included. Required CLI diagnostic run: node /app/agent/dist/backtest.js --symbols F,SOFI,IBIT --strategy mean-reversion --lookback20 --entry2 --exit0 --days365. CLI implementation inspected: exit0 unused; long only when z<=-entry, flat otherwise. Its unseparated251-bar outputs were F+0.79%,DD5.23%,win66.67%,N3; SOFI+7.07%,DD14.61%,win87.5%,N8; IBIT-25.80%,DD31.54%,win42.86%,N7. These are not adopted. Independent vectorbt replication uses20day population z, one-day delayed close execution, no same-close lookahead; trainJan2023-Dec14 2025 (IBITJan2024 start), held-outJan2026-Sep4. Sweep thresholds1.5,2,2.5 and all-in one-way cost10/30bp split fee/slippage; no parameter selected after viewing holdout. All12 per-symbol cells saved in observation. Figures show predeclared2-sigma10bp holdout; at30bp return -1.650%. Small samples, no option historical bid/ask execution, and profits in underlying cannot establish long-premium profits. Strong counterexample: rebound too small to recover spread/theta. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=F&timeframe=1Day&start=2023-01-01&end=2026-09-05&adjustment=all&feed=iex . Reject using this proxy to size options.

CompletedSep4 alladjustedSIP610GEVbars: close941.95,SMA10 929.047,SMA50 1015.3968,ADR20 34.878795,20sessionreturn-4.88428%. Priceabove10 butbelow50;10below50 andno freshupcross, so registeredentryfalse. These indicators share one pricehistory, not independent confirmations. Hypothetical1ADRstop/2ADRtarget distances34.88/69.76 are descriptive geometry only, not tested exits; do not apply to 66%average longtrendwin or enter withoutsignal. Maxwhole shares0under212.75cap; no holdings means no Rprogress,targetfraction or daysheld toadjust. Dividend-adjusted diagnostic does not validate raw executable exit prices. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; archive2958–2997 contains rawobservations andcode. Zeroentry.

Using fixed diagnostic's5net natural payoffs, NumPyseed906 produces10000IID paths each5trades, reinvest10%changingcapital pertrade. Terminal5/50/95percentiles[-2.2383,11.7462,28.4979]%,lossfrequency8.11%,95%trade-stepDD3.1173%. Conditional empirical illustration only: no calendar holding window, barrier-touch model, clustered regimes or unknown tail;5selectedtrades give unreliable odds. QuarterKelly plugin .25*(p/avgloss-(1-p)/avgwin)=1.56943capitalfraction fromp.4,avgwin.661459,avgloss.055673. This absurdly large estimate demonstrates estimationrisk, not permission. Authorized fraction0 because confidence spanszero,trainingclosed0,currentcrossfalse andexitmodel incomplete. $212.7475positioncap and$8.5099nominalriskbudget do not establish edge. GEV941.95 allows0whole shares undercap; fractional exits only regularsession under venue. Illustrative10%fundallocation27.867 would also requirefractionalshare. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; archive2958–2997, audit.py. No order.

Premises: fixed diagnostic has5closed holdouttrades andzero closed trainingtrades. NumPyseed906,10000IIDresamples of5 natural net payoffs:mean23.11798%,95%percentileinterval[-6.49303,58.89909]%. IID tiny-sample assumption ignores clustering/unseen crashes; interval is exploratory and likely understates structural uncertainty. 2025+daily OLS onSPY420alignedreturns givesbeta1.78518,annual arithmeticintercept45.17725%,corr.554865; descriptive selectedhistory, not causal supplyalpha. The huge averagewin66.1459% reflects long trend holds and cannot set a short swing target. Two live fundwins are forcedliquidations with no observed loss sample; they cannot replace this uncertainty. Prior cautious; genuine prospective net naturalexit sample with actualvenue risk control and positive robust lowerbound would change eligibility. Archive2958–2997. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Deductionzero authorizedsize valid under edgegate; no forecast that GEV falls.

Preregistered note210 before bars. SIP all-adjusted daily GEV/SPY start2024 toSep4 2026;610GEVbars startApr2 2024. Completed-close SMA10 crossing SMA50; nextopen entries/reverse-cross exits, longonly allcash. Vectorbt fees5bp/slippage10bp EACH side; stress10/20bp. 2024 training marked return82.6037%,DD9.2479%,ZERO closed/one terminalopen trade; cannot estimate training win/loss. Chronological2025+ holdout startsflat:129.1912%,DD27.205%,5naturalexits,40%wins,avgwin66.1459%,avgloss5.5673%; no terminalopen. Stress125.779%. Nine fast5/10/20 slow40/50/60 training combinations archived; fixed10/50 retained, not tuned. Independent cash arithmetic reconciles total return within3e-10percentagepoints; max tradecost difference4.04e-8dollars. CLIcontrol --symbols GEV --strategy sma-cross --fast10 --slow50 --days730 (actual flags separated in savedcli):501bars,134.4719%,DD27.7697%,win33.333%,6trades,buyhold375.2721%; different window/sameclose/noexplicitcosts, diagnostic only. Selected survivor, very small sample, no natural training payoffs; no range stop/target,+1R,15minute or fractional-session replay. Thus no trading authorization despite positive later performance. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; fullinputs/code/results archived observations2958–2997. This is a new GEV diagnostic, not revalidation of prior tankers.

Premises: (1) QQQ tracksNasdaq100 before expenses and is non-diversified; (2) concentration permits common-factor shocks; (3) shocks can be down as well as up, and are not evidence an offered call is cheap. PrimaryDec19 2025 issuer filing https://www.sec.gov/Archives/edgar/data/1067839/000110465925123273/tm2529177d1_485bpos.htm states0.18% annual expenses and technology concentration as ofOct31 2025, and reclassification to open-end management company. It supersedes older unit-investment-trust descriptions. Do not extrapolate dated holdings into exactSep2026 weights. Fundamental bear case: growth expectations can be priced into both equities and calls; adverse rates or earnings can reduce stock prices while increasing put volatility. No company cashflow/valuation edge or new weekend fundamental change independently established; do not invent them from supplied media headlines. Cost rate0.18% annual is about0.00197% over4calendar days under linear accrual, far below observed option spreads; trading variance-clock and feed quality are binding instead. ETF pricing is not a corporateDCF task. Conclusion supports no call purchase; current dividends/discrete ex-dates would be required for tighter parity pricing, and are not assumed verified.

Premises: (1) measured stock ranges can constrain plausible option exits; (2) a directional trend alone does not establish underpricing; (3) full premium, not nominal stop distance, consumes the risk limit. Sep4 completed IEX bars: QQQ719.10, ATR14 8.1675, RSI14 53.73, SMA20 717.517/SMA50 711.0402. SPY770.18 ATR5.4764 RSI55.68; IWM295.94 ATR3.0964 RSI48.05 below20/50 SMAs298.8608/296.9629; PATH15.20 ATR0.9496 RSI45.30 below20SMA16.684 but above50SMA13.894. These mixed combinations do not prove trend persistence. QQQ731 call strike is11.90 or1.46 ATR above spot, reachable in a strong move but not the average outcome within one remaining session afterSep4 (Sep7 holiday). Bear case: flat tape, lower realized variance and decay eliminate tiny premium; low delta and one-cent spread make a base-hit trade harder despite inexpensive entry. No reset for any holding: none exist. No indicator is an entry authorization. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=QQQ,SPY,IWM,PATH&timeframe=1Day&start=2023-01-01&end=2026-09-05&feed=iex&adjustment=all . Exact formulas and remaining14-symbol measures in observations.