Numbered premises:1 signal2903 independently refreshes9completed daily series and selectsQQQ/IWM/EFA after excludingCore queuedEEM;2 own trade query empty and no closesawaitlesson;3 newcap187.22 permits62.40/62.41/62.41 below212.7475positioncap;4 statistical2904 each doubledworstcrisisgap+50bp scenario13.23/13.00/15.61 below25.5297 while joint41.84 exceeds3%account;5 Saturday fractional execution prohibited by venue. Valid conclusion: hold session-bound cash now and execute fixed initial complement at next eligible scheduledRTH review with refreshed state. This is execution timing, not a bearish signal or failed momentumvalidation. Mondaymonitor320 replacesstale311; due312resolved aftercompletedreview. Soundness limits: source-adjusted returnproxy notindependent dividend reconstruction, future gaps unbounded, livequotes/fillsunknown. Gross target payoff24.10344 againstordinary3.73076stoploss over1–3mo is notexpectedreturn. MC2905 20000joint60sessionblockpaths is a frozenbarrier diagnostic, notOOSedge/liveodds; do notuseforKelly orrankchanges. The exactmandate's alreadyvalidatedequalweight rule controls over genericbacktest/Kelly template. Structuralfundamental2859 retained; newconsequences2907 scalescommonequityrisk, nofresh valuationclaimneeded. Indicators2906 explain profit-ratchet versusinitialstop; noexit moved because noholding. Once actualprofit, recomputeratchet max(existing,SMA200,high20-2ATR20); price through threshold needsRTHexitreview ratherthaninvalidabovepriceadjustment. Validation:OHLCbounds,allocationtotal,eventprobabilitypartitions andsamebarorderingsensitivity checks passed. No scheduledcollector required before08UTC: neither completedETFdaily norUTCcryptoday advances; nextresearchmonitorscontextchanges. Stopresearch now: noextra edge test, newfund orout-of-mandateasset warranted. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and /data/crypto-bars ; https://docs.alpaca.markets/us/reference/stockbars ; context06:01UTC. Oneoversizedrecord_analysis and onemonitorpayload were rejected bylengthlimits and successfully retried; no venueorder rejection. Remaining gaps actual15minfractionalfills/dynamicexitprobabilities andpre2016tailhistory are named, nothidden ornewdeploymentgates.
fund_cap187.22
QQQ_size62.4
IWM_size62.41
EFA_size62.41
gross_target_gain24.1
normal_stop_loss3.73
joint_stress41.84
new_orders0
closed_trades0
monday_monitor320
Larger complementary book: same exposures, larger shared-equity consequence
Start state flat187.22fund/850.99account; goal initial equal complementary momentum holdings at next RTH. Binding constraint session closed, then overnight exit availability and risk budget. Premises:1 selected assets unchanged2903;2 prior primary structural analysis2859 documents Nasdaq100 nonfinancialQQQ, US smallcapIWM and developed exUS/CanadaEFA;3 current measured gap correlations.779–.817 imply common equity shock exposure;4 allocation rises29.411765%, not an improvement in evidence or expected return. First order: global risk repricing can gap allthree against stops. Second order: fractional lots wait forRTH/15minute checks; marks may overstate executable liquidation. Third order: joint double-crisis41.84243loss reduces shared equity4.916912%, shrinking other funds' risk/position caps too. Different ETF names do not prevent this chain. Counterargument: separate exposures can reduce ordinary variance; true, but simultaneous worstMar16 2020 gaps defeat independence in stress. Who benefits: investor gains access to expensive whole-share slots; product issuers/venue earn fees or spread, not evidence of futurealpha. Gross all-target gain24.10344 over1–3months versus3.73076ordinaryinitialstoploss is payoff geometry, not expectation or solution to349.01monthendshortfall. Conclusion preserve fixed complement and equal cap-based proposal; report joint stress explicitly and do not use capital pressure to alter stops, targets or choose tradable lower-rankedcrypto tonight. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; inherited primary exposureURLs https://www.invesco.com/qqq-etf/en/about.html https://www.ishares.com/us/literature/summary-prospectus/sp-ishares-russell-2000-etf-3-31.pdf https://www.ishares.com/us/products/239623/ishares-msci-eafe-etf?qt=EFA read earlierSept12, not new independent confirmations.
fund_cap187.22
account_equity850.99
cap_increase_pct29.41
joint_stress_loss41.84
joint_equity_loss_pct4.92
gross_target_gain24.1
ordinary_stop_loss3.73
Signal gates and profitable-ratchet execution are distinct decisions
Premises:1 signal2903 ranks only aboveSMA assets, not positive-return assets indiscriminately;2 QQQ/IWM/EFA are8.437308/5.756536/5.986341%aboveSMA;3 latest252 split-price logreturn annualvol19.623772/18.822658/15.876152%;4 own book has no profitable existing lot. Counterexamples: GLD+18.943507%12m is belowSMA415.9345 versus398.77 and excluded; BTC/ETH negative12m yet aboveSMA remain eligible but rank6/7. No extra positive12m filter introduced. Current hypothetical profitable-ratchet levels max(SMA200,high20-2ATR20) are718.84315/299.03895/107.12826, ABOVE lastcloses714.88/288.89/106.70. They are not valid initial stops: initial stops remainE-2ATR. Tool adjust_exits explicitly requires stop below current price. Future once-profitable review must recompute indicators and actual price: raise only without loosening; if price is already through the computed protective threshold, treat as a triggered-exit situation in regular session, not a rejected above-market stop submission or arbitrary lowered threshold. No action now because no lot exists. A static-barrier simulation omits this important lifecycle and cannot supply live exit odds. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all (signals) and adjustment=split (volatility); venue adjust_exits tool contract readSep12 06UTC. Rate/total:19.62% annualizedQQQvol is a dispersion estimate, not19.62% expectedreturn; no probability inferred.
QQQ_sma_distance_pct8.44
IWM_sma_distance_pct5.76
EFA_sma_distance_pct5.99
QQQ_vol19.62
IWM_vol18.82
EFA_vol15.88
QQQ_ratchet_reference718.84
IWM_ratchet_reference299.04
EFA_ratchet_reference107.13
existing_lots0
Frozen-barrier exit diagnostic: P90 target is not a 90% success probability
Premises:1 actual completed split-adjusted OHLC daily vectors Sept13 2021–Sep11 2026 N1255;2 current initial stop fractions2.2013275/2.1257399/1.6511153% and P90 targets16.1695853/12.8238446/9.6302829%;3 resample synchronized five-session blocks jointly across3assets,20000paths of60sessions,seed2026091206;4 normalize each O/H/L/C to priorC and compound synthetic prices, first barrier touched exits, opening gaps fill at open, intraday barriers at threshold;5 assumed6bp per side costs, no reinvestment. Compare stop-first and target-first when daily both touch:0 ambiguous paths and identical output. QQQ stop77.655%,target12.780%,timeout9.565%,meanexit18.30565sessions,meannet+.876683%,P05-2.976048%;IWM81.095/14.325/4.580%,14.8415sessions,+.185055%,P05-2.871990%;EFA76.485/16.685/6.830%,17.71015sessions,+.342275%,P05-3.046753%. At62.40/62.41/62.41 dollars bookmean+.876157,median-3.953189,P05-5.082488,P95+21.317089, sampled3%accountbreaches0. Output shows a low hit rate can coexist with a fat right tail, not a verified tradable expectancy. Crucial exclusions: no profit-triggered SMA/ATR ratchet, monthly rank changes, 15min check delay, bids/asks, future dividends/cash, or novel tail shocks; fiveyear history omits2020. Daily threshold fills may be optimistic versus actual monitoring. Blocks preserve short serial and same-day crossasset structure but not long regime persistence. Results are model-dependent first-passage diagnostics, NOT OOS strategy performance, calibrated real win odds, Kelly inputs, or a guarantee. Mandate unchanged; do not gate deployment or change targets on this output. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=split ; live signal2903 and gap stress preceding statistical analysis.
paths20000
sessions60
block5
sample1255
QQQ_target_pct12.78
IWM_target_pct14.32
EFA_target_pct16.68
book_mean0.88
book_median-3.95
book_p05-5.08
book_p9521.32
cost_bps_per_side6
29.41% allocation increase raises common gap stress to 4.92% of account
Premises:1 fund187.22 versus prior144.67 is29.411765% more, equity unchanged850.99;2 proposed62.40/62.41/62.41;3 crisis-inclusive2016–Sep11 2026 split-adjusted daily opens/priorcloses N2687;4 loss scenario includes current2ATR stop then multiplicative adversegap and assumed50bp friction. Formula L=N*[r+(1-r)*g+.005], r=2ATR/close. Worst gaps QQQ9.457211%,IWM9.301937%,EFA11.623512%, allMar16 2020. Gap correlations QQQ/IWM.811520,QQQ/EFA.778810,IWM/EFA.816941. Using DOUBLE each worst gap gives13.228414/13.002589/15.611427dollars=1.554474/1.527937/1.834502%equity each below25.5297 risk threshold. Joint41.842430=4.916912% equity. Common20% extra beyondstop+50bp loses41.364711=4.860775%; common10% loses23.015787. Ordinary stops sum3.730764; all initial targets yield24.103442 gross, not expected payoff. To reach3% per lot requires39.071750/39.112107/39.405948% extra gap beyond stop under this equation. Total loss of62.41lot is7.333811%equity, so no guaranteed3%bound. An unconditional per-lot total-loss cap would need<=25.52 before fees. Conclusion: current equal lots pass explicit severe historical scenarios; diversification does not imply book3%bound. This is stress sizing, not a trade-edge backtest or probability forecast; full-loss possibility and pre2016/sample omissions remain. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=split&start=2016-01-01 and user venue/account contextSep12 06:01UTC. Same vendor across all measurements, not independent corroboration. Prior chronologically separated tail check remains in2845/2846; no re-estimation needed to scale dollars.
old_cap144.67
new_cap187.22
increase_pct29.41
normal_stop_loss3.73
all_targets_gain24.1
double_gap_loss41.84
double_gap_equity_pct4.92
max_lot_stress15.61
threshold25.53
sample2687
06UTC nine-asset signals: unchanged QQQ IWM EFA complement, $187.22 cap
Numbered premises:1 completedSept11 total-return-proxy ranks aboveSMA are EEM34.2038%,QQQ23.6988%,IWM23.4573%,EFA19.4581%,SPY18.4891%,BTC-33.1666%,ETH-43.6228%;2 CoretrendEEM1 is queued, no other held/queuedCore slots in suppliedcontext;3 trend-frac has no positions or history;4 available144.67 can fund48.22/48.22/48.23 fractional notional lots, each below212.7475cap;5 each passes current explicit double-crisis-gap+50bp per-position3% stress, but not a guaranteed bound;6 this venue's fractional entries/exits restrictedRTH and it is Saturday. Valid conclusion from these premises: proposed initial complementQQQ/IWM/EFA with closed-session cash and a concrete Monday review. Soundness limits: vendor-adjusted return proxy not independent dividend reconstruction; futureCoreholdings/equity/entryquotes must refresh; unseen gaps and15minquotes not bounded. Counterexamples tested: negative12m yet aboveSMA does not disqualifycrypto under this exactrule, but rankkeepsitout; EEM mostmomentum butexcluded; five-yearmaximum misses2020; allthree distinct ETFs shareworstdate. No additional filter or tickerbacktest introduced. Specific validated-rule instruction overrides generic backtest-before-trading template; no newstrategy developed. No local closedtrade data exist to estimate wins,losses,slippage orhalfKelly. Therefore do not fabricate empirical winodds or deriveKelly from aP90target; fixed equal-slot allocation governs recommendation.
At frozencloses perlot targetgains16.169585%,12.823845%,9.630283%, rewards$7.797/$6.184/$4.645 approximately, aggregate$18.6253 ifalltargets hit (notexpectation), ordinaryaggregateATRstoprisk$2.882845. Current grossRR7.3454/6.0326/5.8326; P90rolling60sample1255 overlappingreturns, not60day successprobability. Horizon1–3months, preserve initializedslots untilmonthlyfirsttradingrun orstop, reviewholdings eachtradingrun. Noexistingholdings toreview orclosedtrades awaitinglesson. Researchmonitor312 next06UTC; MondayRTHreview311 atSep14 13:50UTC. These reminders are notorders and do notexecute trades. No overnight collectorneeded: before next06UTC completedETFbars andlastcompletedUTCcryptoday cannot advance; existing09:50review resolvesexecutionavailability. Stopresearch: primary issuerstructures andsix15minaudit observations now change only uncertaintybounds, notrankconclusion. Opengaps:2008/pre2016history, actualfractional bid/ask/slippage, dynamicstop lifecycle/exitodds, andwhether3%is intendedas guaranteedbound ratherthanscenario threshold. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and /data/crypto-bars ; fullprimaryURLs and observations in2838/2845/2846/2859/2860. No newfundcase: workfits existingtrend-frac.
fund_cap144.67
target_payoff_dollars18.63
ordinary_stop_risk2.88
QQQ_RR7.35
IWM_RR6.03
EFA_RR5.83
new_orders0
closed_trades0
monitors_set2
Overnight common shock: price repricing, delayed exit, and account-level loss aggregation
Start state: fund flat,144.67 allocation, account850.99; all3 intended assets long by fixed signals. Goal: fill complementary momentum slots in regular session with explicit overnight risk. Binding constraint now is session availability, then the fractional exit delay and fund cap. Premises:1 venue context says fractional liquidations onlyRTH, stopschecked15min;2 actual history shows same worst opening date across3 ETFs;3 a stop is a trigger, not a guaranteed price. First order: an assumed global adverse shock reprices QQQ/IWM/EFA together; crisis-inclusive gaps9.457/9.302/11.624% are historical descriptions, not predictions. Second order: fractional holdings must wait forRTH, and the next15min check can worsen execution (IWM Aug5 2024 opening-5.2747%,09:45proxy-5.4997%). Third order: correlated cash losses reduce common equity and hence all funds' future25% position and risk allowances; separate fund labels do not remove this channel. At planned sizes an assumed20% extra gap past all stops plus50bp friction loses31.9636, or3.75605% account; each individual loss remains below3%. Who benefits: fractional access lets investor fill unaffordable whole-share slots, issuer receives asset-linked fees and execution counterparties may earn spread; none of these proves momentum alpha or acceptable tail probability. Strong counterargument: guarantee under3% for every possible per-lot gap requires notional<25.5297, not48.22. Rewritten conclusion: equal-slot sizes satisfy stated empirical stress scenarios only; do not promise guaranteed bounds. Default fixed-rule equal sizing is retained for review, with guarantee-safe alternative25.52/lot explicitly available in2846. Sources venue context2026-09-12; https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=split and issuer structure URLs in fundamental analysis. Alpaca general https://docs.alpaca.markets/us/docs/245-trading supports fractional overnight at some service layers; it does not override this venue's narrower stated execution rules.
account_equity850.99
fund_allocation144.67
common20pct_loss31.96
account_loss_pct3.76
per_lot_guarantee_safe25.52
stop_check_minutes15
ETF structure explains distinct momentum slots but does not establish tail independence
Premises:1 QQQ tracks100 largest nonfinancial Nasdaq-listed companies (issuer https://www.invesco.com/qqq-etf/en/about.html );2 IWM tracks US small-cap equities (issuer prospectus https://www.ishares.com/us/literature/summary-prospectus/sp-ishares-russell-2000-etf-3-31.pdf );3 EFA tracks developed large/mid-cap equities outsideUS/Canada (issuer https://www.ishares.com/us/products/239623/ishares-msci-eafe-etf?qt=EFA ). ReadSept12 2026. These sources are primary for product design but commercially interested, and two iShares pages are one issuer family, not independent confirmations. Conclusion: economic exposures differ by company size, listing and geography, yet all remain long equity claims. Recorded gap correlations.779–.817 over2016–26 and common worstMar16 2020 contradict treating three labels as independent left tails. Inference: global discount-rate/liquidity shocks can strike all simultaneously; foreign trading hours/FX can transmit repricing into EFA's US opening. No claim of a specific present catalyst, current factor weight or causal regression. Counterexample to broad diversification: EFA's11.6235% crisis gap exceeded QQQ9.4572% andIWM9.3019%. No individual corporate filing, unit-economic forecast or ETF valuation edge is needed to implement the accepted fixed price rule; these structural facts support risk accounting, not an extra entry filter. Rank-based recommendation remains QQQ/IWM/EFA, with EEM excluded by Core trend queued order.
QQQ_index_names100
crisis_gap_corr_min0.78
crisis_gap_corr_max0.82
EFA_worst_gap_pct-11.62
Fractional gap stress: $48 lots fit per-position scenarios, not a guaranteed book loss cap
Premises:1 account850.99/fund144.67;2 fixed notionals48.22/48.22/48.23;3 stop distances2.2013275/2.1257399/1.6511153%;4 adverse gap applied multiplicatively beyond stop;5 50bp extra liquidation friction is an assumption, not measured spread. Loss_i=N_i*[r_i+(1-r_i)*g_i+.005]. Ordinary total stop loss$2.882845. Five-year double-worst loss$6.35524/$6.24496/$5.30789 per lot. Crisis-inclusive double-worst loss$10.22234/$10.04622/$12.06440, each1.18–1.42% equity<3%, but joint sum$32.33296=3.79945% equity. Simultaneous20% beyond stops+50bp loses$31.963626=3.75605%;10% loses$17.784910=2.08991%. Thus per-position compliance in these stress scenarios does NOT imply book-level3% limit. All-three total loss would be17.0002% equity; one total-loss lot5.666–5.668%. Guaranteeing a per-lot3% loss bound requires each notional below$25.5297 (e.g.$25.52); guaranteeing it for whole book requires total below$25.5297. Those are hard arithmetic bounds, not the recommended equal-slot stress interpretation.
Monte Carlo numpy RNGseed20260912:50,000 paths of60 independently sampled historical joint gap vectors, preserving contemporaneous cross-ETF dependence, fixed notionals/current stop distances, record maximum single-night adverse stress loss per path. Five-year N1255 P95$8.481268,P99$10.328320; expanded2016–26 N2687 P95$13.431428,P99$17.969580. Zero sampled paths exceed$25.5297 because bootstrap cannot generate unseen worse gaps; zero is NOT estimated impossibility. Model has no price drift, serial clustering, compounding, dynamic stop lifecycle, historical entries, targets, liquidation quotes or win probabilities. It is neither strategy backtest nor profit forecast. Daily tail dates checked against opening15min: Aug5 2024 IWM gap-5.27475% vs09:45 proxy-5.49971%; Mar3 2026 EFA-4.50145% vs09:45-4.79187%. Six symbol/date checks show delay can worsen or improve fills; IWM daily vs15min first open197.90/197.95 also differ. 50bp is not a guaranteed delay allowance. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=split and same endpoint timeframe=15Min. Adopt scenario-based sizing evidence, reject guaranteed-loss and calibrated-exit-odds claims.
paths50000
horizon_sessions60
normal_stop_loss2.88
crisis_double_gap_QQQ10.22
crisis_double_gap_IWM10.05
crisis_double_gap_EFA12.06
joint_double_gap_loss32.33
crisis_bootstrap_p9513.43
crisis_bootstrap_p9917.97
common20pct_loss31.96
full_loss_safe_lot25.52
assumed_friction_bps50
Overnight tail risk: five years misses the largest synchronized opening shock
Question: does the fixed roughly $48.22 allocation remain tolerable when fractional exits wait for RTH? Premises: (1) $850.99 equity,3%=$25.5297; (2) losses may jump through stops; (3) current selected ETFs share equity-market risk; (4) historical sample cannot bound unseen shocks. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=QQQ,IWM,EFA&timeframe=1Day&feed=sip&adjustment=split . Vendor SIP daily open/priorclose-1, split-only adjustments preserve ex-dividend price gaps. Five-year Sept2021–Sept2026 N1255 worst QQQ-5.3571%,IWM-5.2747%,EFA-4.5015%; QQQ/IWM worstAug5 2024, EFA Mar3 2026. Monday proxy234 observations; worst -5.3571/-5.2747/-3.5974%; not complete long-weekend classification. Pairwise gap correlations .8245/.7278/.7597; total-return daily correlations .7784/.7349/.7545. Worst joint opening loss at proposed weights $6.8617 Aug5 2024. Expanded Jan2016–Sept2026 N2687: all three worst Mar16 2020, QQQ-9.457211%,IWM-9.301937%,EFA-11.623512%; joint loss$14.651681, correlations .81152/.77881/.81694. Expansion changes which ETF has largest tail; five-year-only complacency rejected. Descriptive chronological tail check:2016–24 N2263 P1 cutoffs-2.51813/-2.55732/-2.46952%;2025–26 N424 breaches6/5/4=1.4151/1.1792/.9434%. This was not prospectively frozen; no claim of pristine holdout. Selection of today's ETFs is survivorship/selection-conditioned; history lacks2008 and deeper extremes. No probability of future bound compliance inferred. Counterexample to independence: same worst date for all3. Counterexample to historical maximum as limit: earlier2020 observations more than double EFA's five-year maximum. Conclusion: retain fixed ranks, use crisis-inclusive risk estimates and disclose common shock explicitly; no momentum re-test.
fiveyear_n1255
crisis_n2687
QQQ_worst_pct-9.46
IWM_worst_pct-9.3
EFA_worst_pct-11.62
joint_worst_loss14.65
QQQ_IWM_gap_corr0.81
QQQ_EFA_gap_corr0.78
IWM_EFA_gap_corr0.82
later_n424
equity_risk3pct25.53
Initial nine-asset fixed signal table: QQQ IWM EFA fractional complement
Premises: (1) accepted fixed momentum mandate, no per-run revalidation; (2) completed Sept11 bars; (3) Core trend holds none and has EEM1 queued per supplied live context; (4) our fund has no positions/orders, confirmed query_trades. Conclusion: initialize QQQ/IWM/EFA, top3 above SMA after EEM exclusion. Table: symbol |12m total-return proxy%|close|SMA200|ATR20|eligible rank|proposed notional USD
SPY|18.4891|764.2900|712.0452|5.4529|5|0.00
QQQ|23.6988|714.8800|659.2565|7.8684|2|48.22
IWM|23.4573|288.8900|273.1651|3.0705|3|48.22
EFA|19.4581|106.7000|100.6733|0.8809|4|48.23
EEM|34.2038|67.8400|61.7603|0.9526|1|0.00
GLD|18.9435|398.7700|415.9345|7.9524|below SMA|0.00
TLT|-5.7569|80.8700|84.5005|0.6911|below SMA|0.00
BTC/USD|-33.1666|77212.8315|70029.0427|2437.1412|6|0.00
ETH/USD|-43.6228|2516.0660|2052.4676|98.9882|7|0.00
Sources https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all and https://runway.adityaperswal.workers.dev/data/crypto-bars?timeframe=1Day ; adjustment definition https://docs.alpaca.markets/us/reference/stockbars . ETF dividend-adjusted closes are vendor total-return proxy, not independent cash-distribution reconstruction. Return=Ct/Ct-252-1 (crypto365), SMA arithmetic200, ATR simple20 true ranges. All ETFs1579bars; crypto2080, current partial excluded. BTC/ETH pass SMA despite negative12m: rule adds no positive-return filter. QQQ E714.88 stop699.14315 target830.47313 P90+16.169585%; IWM E288.89 stop282.74895 target325.93680 P90+12.823845%; EFA E106.70 stop104.93826 target116.97551 P90+9.630283%. Each P90 sample1255 overlapping60-session gains with endpoints Sept12 2021–Sept11 2026. Reward/risk7.3454/6.0326/5.8326, not win odds. Horizon1–3mo. On actual entry recompute stop=E-2ATR,target=E*(1+P90); no stale-close orders. Profitable ratchet=max(existing stop,SMA200,high20-2ATR); if computed stop exceeds current price, do not silently clip, review valid exit state. Initial ranks then monthly/stop-triggered re-ranking. No orders at closed session; preserve next-session handoff. This is a signal computation, not a strategy backtest.