Stats

Premises:1.SIP/all completed daily source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all . Train2016–2023, holdout2024–2025, 2026 separate reused diagnostic. PSIX begins2024Dec26; no training. NVT begins2018May. 2.Frozen L20 prior closing high AND SMA50, next-open entry; prior arithmeticATR20, stopE-2ATR, target solves net3R at5bpfee+50bpslip per side; 60sessions max. Adverse opening stops, capped target, same-bar stop-first. Vectorbt longonly10000 fractional reinvestment; expanded open/close marks allow same-day exit; compounded trade returns reconcile <1e-8. Boundary liquidations counted separately. 3.Coststress100bpslip holds target fixed; L10/40 andSMA200 are sensitivities, not selected rules. PSIX SMA200 unavailable at2025entries; zero filteredtrades is warmup, not proof of protection. Summary [{"period":"train","return":26.578023309322376,"DD":37.10277433475685,"N":29,"win":31.03448275862069,"boundary":1,"without_best":3.3886674743498935},{"period":"holdout","return":87.17086632432587,"DD":22.11321555380127,"N":11,"win":54.54545454545454,"boundary":0,"without_best":33.423351254305175},{"period":"recent","return":-0.6491850271975519,"DD":26.604408244933385,"N":5,"win":20,"boundary":1,"without_best":-23.604175791528448}]. Conclusion: retrospective robustness only, previously viewed periods/current survivors; no primary bottleneck-event labels, actual15min exits or+2Rmanagement modeled. Best-trade deletion diagnoses concentration, not investable strategy. No allocation solely from this test.

Premises:1.SIP/all completed daily source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all . Train2016–2023, holdout2024–2025, 2026 separate reused diagnostic. PSIX begins2024Dec26; no training. NVT begins2018May. 2.Frozen L20 prior closing high AND SMA50, next-open entry; prior arithmeticATR20, stopE-2ATR, target solves net3R at5bpfee+50bpslip per side; 60sessions max. Adverse opening stops, capped target, same-bar stop-first. Vectorbt longonly10000 fractional reinvestment; expanded open/close marks allow same-day exit; compounded trade returns reconcile <1e-8. Boundary liquidations counted separately. 3.Coststress100bpslip holds target fixed; L10/40 andSMA200 are sensitivities, not selected rules. PSIX SMA200 unavailable at2025entries; zero filteredtrades is warmup, not proof of protection. Summary [{"period":"train","return":-68.54884354722476,"DD":73.1680251931859,"N":48,"win":20.833333333333336,"boundary":1,"without_best":-75.54253212651038},{"period":"holdout","return":33.287957806031734,"DD":51.38488012452538,"N":16,"win":37.5,"boundary":0,"without_best":-1.793485624584501},{"period":"recent","return":81.44926171139836,"DD":23.941248783294423,"N":5,"win":60,"boundary":0,"without_best":33.24684369271884}]. Conclusion: retrospective robustness only, previously viewed periods/current survivors; no primary bottleneck-event labels, actual15min exits or+2Rmanagement modeled. Best-trade deletion diagnoses concentration, not investable strategy. No allocation solely from this test.

Premises:1.SIP/all completed daily source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all . Train2016–2023, holdout2024–2025, 2026 separate reused diagnostic. PSIX begins2024Dec26; no training. NVT begins2018May. 2.Frozen L20 prior closing high AND SMA50, next-open entry; prior arithmeticATR20, stopE-2ATR, target solves net3R at5bpfee+50bpslip per side; 60sessions max. Adverse opening stops, capped target, same-bar stop-first. Vectorbt longonly10000 fractional reinvestment; expanded open/close marks allow same-day exit; compounded trade returns reconcile <1e-8. Boundary liquidations counted separately. 3.Coststress100bpslip holds target fixed; L10/40 andSMA200 are sensitivities, not selected rules. PSIX SMA200 unavailable at2025entries; zero filteredtrades is warmup, not proof of protection. Summary [{"period":"train","return":45.87936291118282,"DD":21.63138452995964,"N":40,"win":45,"boundary":1,"without_best":23.870220764929705},{"period":"holdout","return":2.7270691743964237,"DD":27.000140816993767,"N":13,"win":30.76923076923077,"boundary":0,"without_best":-20.56053422537576},{"period":"recent","return":3.4519729420564804,"DD":14.484544522620036,"N":4,"win":50,"boundary":0,"without_best":-10.836246395344984}]. Conclusion: retrospective robustness only, previously viewed periods/current survivors; no primary bottleneck-event labels, actual15min exits or+2Rmanagement modeled. Best-trade deletion diagnoses concentration, not investable strategy. No allocation solely from this test.

Premises:1.SIP/all completed daily source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=PSIX,ETN,POWL,NVT,SPY&timeframe=1Day&feed=sip&adjustment=all . Train2016–2023, holdout2024–2025, 2026 separate reused diagnostic. PSIX begins2024Dec26; no training. NVT begins2018May. 2.Frozen L20 prior closing high AND SMA50, next-open entry; prior arithmeticATR20, stopE-2ATR, target solves net3R at5bpfee+50bpslip per side; 60sessions max. Adverse opening stops, capped target, same-bar stop-first. Vectorbt longonly10000 fractional reinvestment; expanded open/close marks allow same-day exit; compounded trade returns reconcile <1e-8. Boundary liquidations counted separately. 3.Coststress100bpslip holds target fixed; L10/40 andSMA200 are sensitivities, not selected rules. PSIX SMA200 unavailable at2025entries; zero filteredtrades is warmup, not proof of protection. Summary [{"period":"holdout","return":110.02245663389418,"DD":28.94803335298578,"N":4,"win":75,"boundary":0,"without_best":33.026122096773115},{"period":"recent","return":-11.168965671430408,"DD":44.555485542890914,"N":5,"win":40,"boundary":1,"without_best":-35.560295110382725}]. Conclusion: retrospective robustness only, previously viewed periods/current survivors; no primary bottleneck-event labels, actual15min exits or+2Rmanagement modeled. Best-trade deletion diagnoses concentration, not investable strategy. No allocation solely from this test.

Premises: issuer Q1 revenue152.9m, QNX72.3m, ARR220m and92%DBNRR; source https://www.sec.gov/Archives/edgar/data/1070235/000107023526000071/q1fy27ex-991.htm . First order: strongerroyalties/licensing/collections liftreportedrevenue andcash; weakerrenewals orcustomerproductiondelay canhurtcash despite designwins. Second order: sustainedcash fundsR&D/customerqualification andavoids drawingbalance-sheetcash forbuybacks; cashshortfall turnsbuybacks intoassetdepletion. Third order: crediblefuturecash supports rerating andmoreplatforminvestment; weakconversion compressesmultiple andcapacitytoinvest. These areconditionalmechanisms, notmeasuredcausalprices. Named NVIDIA/Leapmotorcollaborations inissuerrelease do notestablish materialcounterpartyearnings sensitivity; noadjacentstockthesis. Strongcounterargument: one quarterly cash figure mixes workingcapital andseasonality, so10mbuybackminus4.6mOCF is not proof structuralburn. P80 absolute move cannot identifywhich branchoccurs. Nofundproposal.

Premises from June25 issuer SEC exhibit https://www.sec.gov/Archives/edgar/data/1070235/000107023526000071/q1fy27ex-991.htm : Q1 FY27 revenue152.9m+26%, QNX72.3m+26%, Secure Communications73.6m+24%, EBITDA36.3m, GAAPoperating15.3m. OCF4.6m is12.67% ofadjustedEBITDA; repurchases10m exceedOCF by5.4m even beforecapex. ARR220m stable/DBNRR92% means quarterly revenue growth cannot be read as universal recurring customer expansion. Cash/investments422.9m provide flexibility but do not establish equity floor; debt/leases/dilution not fully valued thisrun. Q2 guide137–148m revenue,20–30m EBITDA,0–10mOCF versusFY~100mOCF makes seasonality and collections consequential; annualizingQ1 wouldmislead. Prior direction neutral; credible recurring cash and strongerretention would improveupside thesis, a licensing-driven beat withoutcash would weakenit. Who benefits: license customers fromembeddedsoftware, management fromadjustedgrowth optics, shareholders fromactualresidualcash. Strongcounterargument toput: transformedpositivecashbusiness can rerate; strongestcall objection: a26%historicalgrowthrate is already disclosed and does notmeasure surprise. No valuation-derived target or directionalprobability justified. CatalystSep24 08EDTissuer https://investors.blackberry.com/ .

Premises: 13 issuer releases Jun2023-Jun2026 recovered from issuer-linked PDFs, individually recorded observations29472–84. Release call times vary; morning same-session and evening next-session close reactions measured on adjusted SIP bars. Calls support alignment but first-news timestamp and preannouncement contamination not fully audited. All events retained without price-selected deletions. Median absolute close reaction9.1152815%, P8012.832986%; training11 through2025 median9.1153/P8012.6829, chronological holdout2026 two reactions+8.2153/+19.9536%. Bootstrap20k seed91906 95% intervals median6.9860–12.6829%, P8010.0756–22.2767%; IID and mixed business regime assumptions. AtSep18 S7.99 Oct2P7 bid.06 ask.20, fullpremium20USD, expiry8days afterSep24 issuer event https://investors.blackberry.com/ . Hurdle(7.99-7+.20)/7.99=14.893617%; hypothetical P80 downside intrinsic.03535558 =.1767779x premium. Both gates fail; absolute upward move cannot pay a put. No affordable contract in230 retrieved Oct1–Nov6 snapshots passed either branch. Source https://runway.adityaperswal.workers.dev/data/option-chain/BB?feed=indicative . Price ceilings atsameS: P7 median negative; P7.5 median.238311 and P80.133839, potential nearer strike only if fresh price falls below ceiling. Statistical eligibility is not actual option expectancy; no cash-pressure override.

Numberedpremises:1 full18 signals3468 selectEEM andbudgetfeasibleXLE.2 query_trades confirms12/13 pending1each,zeroopen/closed.3 suppliedallfundledger othersflat/noqueues; own132reserved<240fund andpername67.37/64.63<250cap.4 freshquery latestavailableSep18IEXtrades67.04/64.24 are.33/.39 fromlimits<ATR.94325/1.264725; completedSIPclose67.03/64.31 alsoinside1ATR. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://runway.adityaperswal.workers.dev/data/stock-snapshots?symbols=EEM,XLE&feed=iex .Conclusion noorder/cancel/exitmove. EEM1 L67.37 S65.48 T74.59 risk1.89 reward7.22=3.8201R;XLE1 L64.63 S62.10 T77.97 risk2.53 reward13.34=5.2727R, horizon1–3months. Both expireSep22 02:04UTC;72hqueuecoversMonday. FreshXLEformula77.96 onecentvintagegap notstaleness;reconcileactualentryonfill. Cash108unreservedbecause2slotscovered,nocashveto. NoKellyestimatefromzeroownclosedtrades; one-sharefixedsize, optionaldoublingdeclined. Validity followsmandate; soundnesslimitedbydataadjustmentprovenance/staleIEXmarks/currentcontextotherbooks, refreshbeforeanymutation. NoOOSbacktest becausefixedstrategyalreadyvalidatedandexplicitdo-not-retest; no newstrategy adopted. Stopstudyhere: blocklengthsconfirmuncertainty, extraresamplingnotdecision-changing. Gaps: trueexitodds,actualslippage,dividendcompleteness,smallXLEvintagecause remainunknown.

Premises:1 observations29429/29468/29470 document5missing splits and60daygainacf~.97.2 whole-share orders12/13 alreadypendingwithin1ATR. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all and issuer source in29429. Conditional chain1: overlapping observations mistakenforindependent -> uncertaintyunderstated -> optionaldoublingseemsjustified -> correlatedgaplossandcapitalshortfallincrease. Chain2: hardcodedrepairlist missesresponsechange -> ranks/targetsbiased -> validqueuescanceled -> weekendbackstopmissesnextsession. Who benefits: broker/spreadrecipient potentially earnsfromunnecessaryturnover; no measuredprofitclaim. Counterargument datarevision mightactuallychangeeligibility; mustrecomputefirst, notfreezealloldsignals. Current recomputationretainssamepair; keeponeeach andexact5yearwindow. No event-driven prediction or newbook.

Premises:1 daily source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ,signals3468, splitrepair29429.2 EEM252return28.3116% andclose67.03>SMA62.09155 but63return-5.3115%; positiveannual signal doesnot imply monotonicnear-termstrength.3 XLE21/63/126/252returns1.1482/20.4533/9.8377/47.3817%,mean19.7052%,SMA55.314825 vsclose64.31. XLKmean20.0361% outranksby.3309035pp butpairbudgetfails. Conclusion maintain SMAfilter plusfixedranking and2ATR risk; no discretionary63dayveto orlookbackoptimization. Counterexample longtermtrend canreverse suddenly; stop defines exittrigger notguaranteedfill. These indicators shareunderlyingprice and arenotindependent corroboration.

Premises:1 issuer Nov20 2025 says allfive2:1 effectiveDec5, aggregate marketvalue unchanged. Source https://investors.statestreet.com/investor-news-events/press-releases/news-details/2025/State-Street-Investment-Management-Announces-Share-Splits-for-Five-Select-Sector-SPDR-ETFs/default.aspx .2 currentresponse allfive prices halve, observation29429; priorresponse reportedlyXLY/XLB alreadyadjusted.3 whole-share constraints depend on shareprice, economicwealth doesnot. Conclusion repair only per-response confirmeddiscontinuity; present signals3468 usefive repairs. This updates prior operational assumption, not issuerfundamentals. Counterexample blindly repairing an alreadyadjusted series doubles historicalreturn, just as missingrepair depresses it. Split creates no earnings/cash and cannot justify a newfund. Ranks afterrepair still selectEEM/XLE; XLKpair257.92 exceeds240fund by17.92.

Premises:1) Fresh signal3460 ranksXLK20.0361%,XLE19.7052%,XLV12.4422%,4eligible; own trades empty.2) Current supplied equity1000 cap260, equal86.66 fits259.98 and stress13.7965/13.4869/11.1053 below20each.3) Saturdayclosed, specific mandate fractional notional MARKET in regular session; nexteligible scheduled runMondaySep21 13:50UTC. Conclusion no orders thisrun, temporary cash due session constraint, NOT bearish signal. Preserve existing401 reminder with fresh ledger/cash/aggregate exposure/currententry/normalizedbars before EACH order, verify fills/brackets; rejection repair same eligible run. Monitor is not queued order; unexplained Sep18 failed deployment remains unresolved. XLE otherfund64.63+own86.66=151.29 below250 at supplied state. StopE−2ATR, targetE*(1+P90):18.3622/20.6279/10.6286%,1–3months. Once profitable max(existingstop,SMA200,high20−2ATR); rerank firstmonthly tradingrun or stop. Current close reward/risk approximately5.54/5.24/4.13, not expectedpayoff. No Kelly override of specific equalweight rule. Statistical3461/indicators3462/simulation3466/consequences3467 are diagnostics, no fresh backtest required by validated fixed mandate; no new strategy or FUND. Collector275 actualremoteEND11/11 exit0 verified,28runsleft nextSep20 04:16; maintain382context monitor, no duplicates. No event before08UTC requiring new job. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Gaps: full15min execution and ratchet simulations not attempted; no claimed calibrated future probabilities or absolute gap bound. Fundtarget/funding shortfall excluded.

Premises:1 source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all&start=2020-09-01&end=2026-09-18T23:59:59Z verifiedsplitrepair29429,1255 rolling60session gains each.2 numpy seed190906;3000replicates for each blocklength20/60/120,uniformvalidblockstarts,concatenateandtrim1255;sample already-computed gains,notpricepaths.3 blockdependence betterpreserved thanIID butstationarity assumed. Percentile2.5–97.5 ranges inpercent: EEM block20[8.4246,14.6764],60[7.7705,15.2419],120[7.2695,14.6641];XLE20[16.7909,24.9857],60[14.2856,26.7455],120[13.1971,27.1555]. MediansrespectivelyEEM10.7581/10.8267/10.6242,XLE20.5145/20.4653/20.5145. These are conditional resampling uncertainty bands for the historical estimator, NOT future-return ranges, stop/target probabilities, or portfolioPnL. No fees/fills modeled because no execution claim. Counterexample structuralbreak defeatsbootstrap; periods demonstrate instability. Conclusion sizing unchanged1each and acceptedqueues preserved; no empiricalKelly inferred. Existing4.42 plannedrisk isnotlossbound. This is distinct from priorgap-path diagnostic, not a repeatedstrategybacktest.

Premises:1 same split-normalized SIP series as signal table, source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all&start=2020-09-01&end=2026-09-18T23:59:59Z.2 P90 of1255 overlapping60-session returns endingSep20 2021–Sep18 2026 is EEM10.71796%,XLE20.62795%.3 adjacent gains autocorrelation .97286/.97481;1255 isnot independenttrials. Every60th endpoint at60 offsets gives20–21 observations perphase: EEMP90 range7.5403–14.4586%,median10.1740%;XLE12.3929–24.9686%,median19.5529%. Phases mutuallydependent,range notCI. Descriptive endpoints2021–23 N574 vs2024–26 N681: EEMP90 6.2663->12.1418%,median-2.8085->5.2833%,positive32.9268->85.7562%;XLEP90 23.0071->17.3154%,median7.1487->2.6234%,positive63.5889->64.3172%. Conclusion historical upside threshold is materially period-sensitive; not a90%probability targethit. No strategy retest/holdout claim; these known regimes are descriptive and data-survivorship/dividend completeness constrain soundness. Counterexample: sustainednewregime can shift next60day distribution entirely, so keep mandated5yearwindow and one-share size rather than optimize target to favorable phase.

Premises:1 completedSep18 SIP bars,1519each, adjustmentall requested; five missing issuer-confirmed splits repaired per29429.2 index252return/sector mean21/63/126/252,filter SMA200; raw ranks include ineligible.3 EEM67.37+XLK190.55=257.92>240fund, selectnextXLE64.63,total132.4 ownpending12/13; suppliedotherfunds flat. Source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all&start=2020-09-01&end=2026-09-18T23:59:59Z. Each P90 uses1255 rolling60session gains endinglast5calendar years. Table returns percent: SPY: rank5,C761.69,R21/63/126/252 -0.713/2.255/16.349/17.127,score17.127,SMA712.4731,ATR6.00245,P9010.8419%,eligible1,pendingQty0 QQQ: rank2,C721.45,R21/63/126/252 0.750/-2.482/21.945/22.869,score22.869,SMA661.7726,ATR8.27368,P9016.1696%,eligible1,pendingQty0 IWM: rank3,C284.1,R21/63/126/252 -5.593/-3.636/15.300/20.132,score20.132,SMA273.5106,ATR3.21700,P9012.8211%,eligible1,pendingQty0 EFA: rank6,C104.97,R21/63/126/252 -2.499/0.536/10.471/16.737,score16.737,SMA101.0310,ATR1.02899,P909.6303%,eligible1,pendingQty0 EEM: rank1,C67.03,R21/63/126/252 1.392/-5.311/16.940/28.312,score28.312,SMA62.0916,ATR0.94325,P9010.7180%,eligible1,pendingQty1 GLD: rank4,C401.17,R21/63/126/252 -3.062/3.629/-5.919/19.052,score19.052,SMA416.2206,ATR7.92345,P9016.7817%,eligible0,pendingQty0 TLT: rank7,C81.25,R21/63/126/252 -1.753/-5.259/-4.960/-5.710,score-5.710,SMA84.3606,ATR0.66287,P906.1506%,eligible0,pendingQty0 XLK: rank1,C189.6,R21/63/126/252 3.245/-0.842/37.302/40.439,score20.036,SMA162.2356,ATR3.14450,P9018.3622%,eligible1,pendingQty0 XLC: rank9,C110.81,R21/63/126/252 -0.458/1.502/-1.493/-5.573,score-1.506,SMA113.6276,ATR1.60700,P9013.7910%,eligible0,pendingQty0 XLY: rank10,C111.03,R21/63/126/252 -6.375/-5.046/1.620/-7.363,score-4.291,SMA116.5771,ATR1.50725,P9014.8966%,eligible0,pendingQty0 XLP: rank7,C82.8,R21/63/126/252 -4.322/0.085/2.285/6.059,score1.027,SMA82.9683,ATR0.89176,P907.6530%,eligible0,pendingQty0 XLV: rank3,C168.39,R21/63/126/252 -4.150/13.211/15.835/24.872,score12.442,SMA155.1802,ATR2.16547,P9010.6286%,eligible1,pendingQty0 XLF: rank4,C55.86,R21/63/126/252 -2.818/4.646/15.009/4.901,score5.435,SMA53.4515,ATR0.70885,P9011.8388%,eligible1,pendingQty0 XLI: rank6,C169.75,R21/63/126/252 -6.705/-5.940/4.013/13.758,score1.282,SMA171.1439,ATR2.39825,P9012.0877%,eligible0,pendingQty0 XLB: rank5,C49.99,R21/63/126/252 -4.817/-3.158/5.576/12.035,score2.409,SMA50.1739,ATR0.78826,P9010.2432%,eligible0,pendingQty0 XLE: rank2,C64.31,R21/63/126/252 1.148/20.453/9.838/47.382,score19.705,SMA55.3148,ATR1.26472,P9020.6279%,eligible1,pendingQty1 XLU: rank11,C41.1,R21/63/126/252 -6.633/-7.599/-10.497/0.171,score-6.140,SMA44.2221,ATR0.63553,P9010.2393%,eligible0,pendingQty0 XLRE: rank8,C42.53,R21/63/126/252 -5.468/-2.185/3.028/4.676,score0.013,SMA42.7771,ATR0.50224,P9010.8535%,eligible0,pendingQty0 Conclusion preserve oneeach. XLE P90 fresh20.62795% gives77.96 vs frozen77.97; onecentnot stale trigger. No backtest perexplicitdo-not-retest.

Premises:1) Statistical3461: full basketvol16.28%,recent11.01%, paired correlations flip signs.2) Simulation fixed OHLC checking stop69.40/63.51/66.99% versusclose61.69/54.97/60.01%.3) Model is not15min venue enforcement and unknown gaps absent. First order: selecting recent benign covariance or close-only exits lowers apparent risk. Second: extrapolating those estimates invites oversized lots or mistaking repeated resamples for independent events. Third: one correlated adverse session and delayed exit can consume expected diversification. Counterargument: recent regime may persist, but1255versus179 samples cannot establish persistence; preserve equal risk-capped allocation and fixed exit rules. Who benefits: manager gains honest model limitations, no issuer economics inferred. No headline or funding target enters rank/size. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Logical scenarios, not predicted catalysts.

Premises:1) SIP normalized OHLC throughSep18 https://runway.adityaperswal.workers.dev/data/stock-bars; current selected basket, no past selection simulation.2) 10000 synchronized63-session paths per regime with circular5-day blocks, seed91906,1255 fullsample days or179 recent2026days; preserve within-day cross-sector/within-block dependence. Each OHLC divided by its previous close, compound from1.3) Fixed current2ATR stop and5yearP90 targets,86.66each; no trail, SMA ratchet, reranking or re-entry. This is sensitivity study, NOT mandate backtest, OOS validation or calibrated live odds. Close model tests at close and fills there; OHLC tests low/high, gaps fill at open if beyond barrier, otherwise barrier; stop first for ambiguous day (zero encountered). Survivors liquidated at day63close. Costs6bp eachway baseline,20bp stress; no cash interest. Fullsample close mean6.0981USD,median4.6280,P5−12.8331,P9534.6646,loss39.60%; OHLC mean4.5986,median2.6125,P5−9.8123,P9531.2103,loss43.64%. Full OHLC stop odds69.40/63.51/66.99%,target18.58/18.68/17.52%,survive12.02/17.81/15.49. Recent close mean12.8759,loss14.28%; recentOHLCmean10.4871,loss18.54%; recentOHLCstop66.53/43.15/64.44%,target26.13/36.75/22.39%,survive7.34/20.10/13.17. Stresscostmeans fullclose5.3541/fullOHLC3.8588/recentclose12.1130/recentOHLC9.7309. Full outputs observations recorded separately. No sampled lot loss>20; this DOES NOT bound unseen gaps. Intraday model assumes barrier liquidity and continuous observation, unlike venue15min checks; adjustment prices not executable quotes. Trailing rules omitted, no directional claim about their effect. Historical regimes retain drift; small recent sample exaggerates precision. Conclusion unchanged86.66 slots; never equate historical P90 with90%hit probability. Model sensitivity explains uncertainty; no strategy retest per specific mandate.

Premises:1 full9 refreshed3459 selects EEM/QQQ/IWM;2 query_trades trend-frac empty, Core retired flat/noqueue supplied;3 equity1000/fund280;4 SaturdayRTHclosed, nextopen Sep21 13:30UTC. 93.33each total279.99 remains cap-driven. Existing sizing floorcents min(cap/3,.25equity,(.03equity-.50)/(r+(1-r)*2g+.005)),r=2ATR/E,g frozen .125794155019/.109666233203/.138906519177. Retained perlot stress25.913233/22.608078/27.921384, joint76.442695 not lossbound. RefEEM67.03 S65.1435 T74.214251; QQQ721.45 S704.90264 T838.105473; IWM284.10 S277.666 T320.524605. Targets rolling60P90 gains10.717963/16.169585/12.821051%, horizon1–3months; actualentry recomputes exits. Baseline stoprisk6.880971USD,total targetgain37.060036 beforecost. Profit-onlyratchet max(existing,SMA200,high20-2ATR), neverloosen. Verified monitor397 armedSep21 13:50UTC and385macro retained. Before EACH RTH notionalmarketorder refresh capital/entry/completedbars/Coreexclusions/allfundaggregate then verifyactualreceipt. EEM67.37trend-ws queue separatefund but aggregate160.70<250. Fridaymiss unresolved cause; reminder is notorder. No ownclose or holding. No newcollector needed before08UTC: noeligibleETFsession/no newlycompletecryptoday. Fixed validationdone so no repeatedbacktest or unvalidated newfilter. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all and https://runway.adityaperswal.workers.dev/data/crypto-bars ; suppliedvenueclock/ledger.

Premises:1 refreshed completed signals3459;2 eligibility uses annualreturn rank and SMA200 only;3 short volatility is descriptive, not entrygate. EEM/QQQ/IWM annual28.3116/22.8690/20.1319%; SMA distance5.23557/7.21291/3.29168 ATR. RV20 annualized19.32396/13.25958/11.57069% versus RV60 24.84014/20.26231/12.95534%. All three recent RV values below60day; IWM nearest SMA in ATR units. Counterexample: low realized volatility can precede a large overnight shock; positiveannualreturn does not prevent near-term loss. No new volatility filter, reduced gap envelope or extra risk budget. First-order joint equity shock reduces marks; second-order fractional exits wait untilRTH; third-order losses shrink subsequent sizing and stop requiresrerank. No current holding to ratchet. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Premises:1 1255 synchronized daily returns Sep20 2021–Sep18 2026;2 fixed today's EEM/QQQ/IWM93.33 initial dollars each, buy-and-hold compounding20sessions;3 numpy20000paths seed91906;4 compare joint IID rows with independent perasset IID rows, then joint5sessionblocks for serial sensitivity. Same-day dependence isolation: P05 PnL -22.4160 versus -13.4391 USD, ES05 -28.6110 versus -17.1955; model probability loss>30 1.505% versus .015%. Joint5dayblock P05 -21.6557,ES05 -28.4310,P01 -32.7992,lossfrequency42.17%,loss>30 1.58%. Full results {"N":20000,"H":20,"block":5,"sample":1255,"start":"2021-09-20","end":"2026-09-18","seed":91906,"joint_block":{"p01":-32.79919741904743,"p05":-21.655714707388654,"median":2.909658317689602,"mean":2.714465051489629,"prob_loss":0.4217,"prob_loss30":0.0158,"es05":-28.431048746217193},"joint_iid":{"p01":-32.76254907968935,"p05":-22.41602014010171,"median":1.9648147526769801,"mean":2.5320445311655244,"prob_loss":0.44905,"prob_loss30":0.01505,"es05":-28.61101950104886},"independent_iid":{"p01":-19.57023865210427,"p05":-13.439106213579274,"median":2.5778309022182273,"mean":2.6777364221379094,"prob_loss":0.39825,"prob_loss30":0.00015,"es05":-17.1955094610215},"correlation":{"EEM":{"EEM":1,"QQQ":0.6929633476476149,"IWM":0.6507916837227055},"QQQ":{"EEM":0.6929633476476149,"QQQ":1,"IWM":0.7785802945417117},"IWM":{"EEM":0.6507916837227055,"QQQ":0.7785802945417117,"IWM":1}}}. Validity: dependence alters basket distribution; soundness limited to empirical stationary return model. Today's basket retrospectivelyselected, 2020excluded, no execution/stops/targets/ratchets/costs, no held-out strategy or actual winrate. These probabilities are conditional model frequencies, NOT calibrated forecasts, exit odds or Kelly inputs. No size uplift or momentum veto. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all

Premises:1) Full11 current cross-section technical signal table.2) Return horizons overlap by construction.3) SMA200 gate separate from relative rank. Pearson cross-sectional correlations {"r21":{"r21":1,"r63":0.534688,"r126":0.68941,"r252":0.662118},"r63":{"r21":0.534688,"r63":1,"r126":0.338486,"r252":0.649424},"r126":{"r21":0.68941,"r63":0.338486,"r126":1,"r252":0.693433},"r252":{"r21":0.662118,"r63":0.649424,"r126":0.693433,"r252":1}}. Range .338486–.693433 across6pairs; N11 one date, not significance or incremental predictive evidence. XLK21return+3.2455% despite63return−.8420%; XLV21−4.1496% despite average+12.4422% and aboveSMA. Conclusion: no independent vote counting, short-window weakness not veto,4/11 qualify. Fixed averaging is mandate, not optimized weights. Source https://runway.adityaperswal.workers.dev/data/stock-bars

Premises:1) Synchronized adjusted daily returns sourced https://runway.adityaperswal.workers.dev/data/stock-bars throughSep18 with conditional split repair.2) Selected current basket measured retrospectively, selection bias acknowledged; not historical strategy returns.3) Fiveyear sample1255 versus2026sample179. Results {"five_year":{"n":1255,"corr":{"XLK":{"XLK":1,"XLE":0.241529,"XLV":0.388204},"XLE":{"XLK":0.241529,"XLE":1,"XLV":0.2488},"XLV":{"XLK":0.388204,"XLE":0.2488,"XLV":1}},"ann_vol":{"XLK":0.2597661336235835,"XLE":0.2563091167749567,"XLV":0.15197385823461795},"basket_ann_vol":0.16277607370741043,"all_negative_fraction":0.14900398406374502,"basket_worst_day":-0.07089666234595027},"recent":{"n":179,"corr":{"XLK":{"XLK":1,"XLE":-0.247776,"XLV":-0.158572},"XLE":{"XLK":-0.247776,"XLE":1,"XLV":-0.078192},"XLV":{"XLK":-0.158572,"XLE":-0.078192,"XLV":1}},"ann_vol":{"XLK":0.2835588873548983,"XLE":0.23328115676346114,"XLV":0.16834922354661147},"basket_ann_vol":0.11010394791947922,"all_negative_fraction":0.061452513966480445,"basket_worst_day":-0.02626755283184627}}. Conclusion: recent negative correlations cannot be treated as durable protection. Equal daily-return basket volatility is a constant-weight descriptive proxy, not un-rebalanced buy-and-hold PnL. No OOS edge claim; 2026 not untouched holdout after prior research. Fixed selection and equal sizing retained.

Premises:1) Fresh SIP daily adjustment=all throughSep18 source https://runway.adityaperswal.workers.dev/data/stock-bars .2) Conditional Dec5 2025 split repair XLK/XLE/XLU; XLB/XLY continuous; issuer confirmation retained29382.3) Fixed mean21/63/126/252returns and close>SMA200. Returns decimal; ATR arithmetic20 true ranges. Columns ["symbol","r21","r63","r126","r252","avg","close","sma200","atr20","rank_eligible","notional"]; rows [["XLK",0.032455,-0.00842,0.373018,0.404392,0.200361,189.6,162.235625,3.1445,1,86.66],["XLE",0.011482,0.204533,0.098377,0.473817,0.197052,64.31,55.314825,1.264725,2,86.66],["XLV",-0.041496,0.13211,0.158355,0.248721,0.124422,168.39,155.18015,2.16547,3,86.66],["XLF",-0.028184,0.046459,0.150093,0.049014,0.054346,55.86,53.4515,0.708845,4,0],["XLB",-0.048172,-0.031577,0.055755,0.12035,0.024089,49.99,50.173925,0.78826,null,0],["XLI",-0.067051,-0.0594,0.040135,0.137582,0.012816,169.75,171.1439,2.39825,null,0],["XLP",-0.043217,0.000846,0.022854,0.060587,0.010267,82.8,82.96825,0.89176,null,0],["XLRE",-0.054679,-0.021849,0.030281,0.046763,0.000129,42.53,42.77705,0.50224,null,0],["XLC",-0.004581,0.015022,-0.014935,-0.055731,-0.015056,110.81,113.62755,1.607,null,0],["XLY",-0.063749,-0.050458,0.0162,-0.073631,-0.042909,111.03,116.5771,1.50725,null,0],["XLU",-0.066333,-0.075989,-0.104965,0.001706,-0.061395,41.1,44.222125,0.63553,null,0]]. Conclusion XLK/XLE/XLV86.66 each259.98. Stop E-2ATR; target E*(1+P90), P90 .183621922/.206279467/.106286482; horizon1–3months. Indicative close-based stops183.311/61.78055/164.05906,targets224.414716/77.575833/186.287581. Gap stress13.79652/13.48690/11.10528 each<20 under specified existing model, not bound. Record observations29418–28 contains full inputs. No RTH order possible this Saturday.

Premises:1 completed Sep18 daily provider bars with explicit end/pagination/deduplication;2 annual252/365 intervals, SMA200, arithmeticATR20, five-year rolling60 gainP90;3 Core retired flat/noqueues supplied, ownledger queried empty;4 equity1000/cap280. AboveSMA ranks determine initial basket; GLD positiveannual failsSMA, crypto negativeannual aboveSMA ranks6/7. Core exclusion does not extend to trend-ws EEMqueue; its67.37 plus93.33=160.70<250. Full table [{"symbol":"SPY","date":"2026-09-18","bars":1519,"close":761.69,"annual":0.17127216250711208,"sma":712.4730999999999,"atr":6.002450000000005,"p90":0.10841930825440019,"p90_n":1255,"above":true,"high20":773.38,"rv20":0.09177563610967954,"rv60":0.11312092354477239,"sma_atr":8.199468550341958,"rank":4,"size":0},{"symbol":"QQQ","date":"2026-09-18","bars":1519,"close":721.45,"annual":0.2286901578759135,"sma":661.77265,"atr":8.27367999999999,"p90":0.1616958533244174,"p90_n":1255,"above":true,"high20":724.125,"rv20":0.13259575277098215,"rv60":0.20262312430252308,"sma_atr":7.21291493023662,"rank":2,"size":93.33},{"symbol":"IWM","date":"2026-09-18","bars":1519,"close":284.1,"annual":0.20131929468476484,"sma":273.51065,"atr":3.2170000000000045,"p90":0.12821050854556687,"p90_n":1255,"above":true,"high20":299.61,"rv20":0.11570688235583014,"rv60":0.12955340911025792,"sma_atr":3.291684799502645,"rank":3,"size":93.33},{"symbol":"EFA","date":"2026-09-18","bars":1519,"close":104.97,"annual":0.16737099644128106,"sma":101.03105,"atr":1.0289949999999997,"p90":0.09630282889112697,"p90_n":1255,"above":true,"high20":108.83,"rv20":0.11416290921426177,"rv60":0.12889421103624116,"sma_atr":3.8279583477082073,"rank":5,"size":0},{"symbol":"EEM","date":"2026-09-18","bars":1519,"close":67.03,"annual":0.28311638591117916,"sma":62.091550000000005,"atr":0.9432499999999997,"p90":0.10717963493264468,"p90_n":1255,"above":true,"high20":69.125,"rv20":0.1932396140694298,"rv60":0.24840144812103848,"sma_atr":5.235568513119531,"rank":1,"size":93.33},{"symbol":"GLD","date":"2026-09-18","bars":1519,"close":401.17,"annual":0.1905214114016085,"sma":416.22065,"atr":7.923445000000004,"p90":0.16781703911009302,"p90_n":1255,"above":false,"high20":429.42,"rv20":0.24422366642064655,"rv60":0.23863792442144555,"sma_atr":-1.8995083577913339,"rank":null,"size":0},{"symbol":"TLT","date":"2026-09-18","bars":1519,"close":81.25,"annual":-0.05709643727515379,"sma":84.36059999999999,"atr":0.6628700000000016,"p90":0.06150557763249668,"p90_n":1255,"above":false,"high20":83.28,"rv20":0.08715413290888699,"rv60":0.09328490770712505,"sma_atr":-4.692624496507586,"rank":null,"size":0},{"symbol":"BTC/USD","date":"2026-09-18","bars":2087,"close":80872.5325,"annual":-0.3095310208682954,"sma":70400.16140458945,"atr":2297.23361440355,"p90":0.36778582915826996,"p90_n":1826,"above":true,"high20":82233.502538071,"rv20":0.4222517733513944,"rv60":0.4154559559484917,"sma_atr":4.558687906075055,"rank":6,"size":0},{"symbol":"ETH/USD","date":"2026-09-18","bars":2087,"close":2612.4025,"annual":-0.43082804809764197,"sma":2070.4311531083276,"atr":102.69994243532499,"p90":0.42387299348060825,"p90_n":1826,"above":true,"high20":2664.8535,"rv20":0.5023620903380691,"rv60":0.611675557757322,"sma_atr":5.277231262646301,"rank":7,"size":0}]. Source https://runway.adityaperswal.workers.dev/data/stock-bars and /data/crypto-bars . Planned sizes conditional on fresh RTH state/entry; no momentumretest.

Start: account1000, Supply120 cash, no own holdings or queued orders; query_trades empty after reset. Goal: buy durable bottleneck beneficiaries at asymmetric payoff. Binding investment constraint: defensible price payoff plus an appropriate entry, not available capital. Premises: (1) Q3 operating benefit and positive quarterly cash are real, but1.580m liability financing exceeds1.506m OCF; annualized margins/cash remain uncertain. https://www.sec.gov/Archives/edgar/data/1000230/000143774926029950/occ20260731_10q.htm https://www.sec.gov/Archives/edgar/data/1000230/000143774926019811/occ20260430_10q.htm (2) Standard terms offer repricing protection, actual realization/allocation unknown. https://www.occfiber.com/terms/ (3) Growth scenario110m revenue/38%GM/30mSG&A/25%tax/22x yields19.815, only2.09R after55bp costs; net3R hurdle21.920. Stronger bull assumptions can yield32.272 but are not guidance. (4)14.82 remains below14.92 inherited breakout; prior costed train-83.82%, holdout+19.16% with51.36%DD does not establish a transferable scarcity edge. https://runway.adityaperswal.workers.dev/data/stock-bars . Conclusion: actual size0, no orders/exits/cancellations, keep120cash for a qualified Supply payoff. Validity: this supports rejection of tonight's setup, not certainty stock falls. Countercase: improved allocation, working-capital release and new mix could make the bull scenario happen quickly; a small probe would then be appropriate without waiting for certainty. Subjective business prior for positive postinvestment cash in next two reported quarters moves40% to55% after terms andQ3 review; not calibrated share-return odds. Two quartersGM>=35% andOCF/NI>=70% without growing liability reliance would move judgment toward70%; GM<32% with renewednegativeFCF orcreditavailability<3m toward25%. These are evidence sensitivities, not mandatory waiting gates. Current modeled binary half-Kelly risk stakes range.515%–6.049% by source regime, not deployment authorization. At14.82 a one-share probe costs14.82, planned netrisk2.299, net3Rgain6.898; explicit50%gap loss7.532. Three-share50%gap stress22.597 includingcosts; four30.129 exceeds normal30 budget. No hard assertion gaps cannot exceed50%. Existing job274 monitors operating filings until next06run; monitor403 covers put/refinancing preparation. Source saturation: final specific allocation/price queries added no new primary cash economics; private contract and SKU price/volume gaps remain. No new FUND: this belongs in Supply.