Stats

Premises:1 HALO/TH RSI14EWM69.895/67.822,momentum20+5.965/+20.193%,SMA20075.891/13.371 versus112.45/21.19.2 Latest252 momentum20-RSI correlations.87966/.85779: correlated inputs are not independent confirmation.3 HALO-THdailyreturncorrelation.03957,conditionalSPYdown-.19816,N116; SPYcorrelations.19745/.20856.4 Historicalbreakouts marketaboveSMA200 HALO13of17/TH2of4; tiny cells unsuitable for fitting a regime veto. Conclusion: stockreturns show little linear dependence, but common optiontheta/exit/liquidity losses need separate scenarios; no claim lowPearson correlation guarantees tail diversification. Source https://runway.adityaperswal.workers.dev/data/stock-bars

Premises:1 vectorbt fixed20session nextopen rule,30USDstockallocation/1000book,fee10bp/slip10or50bp eachside; train through2024,test2025–Sep18,2026, noholdouttuning.2 HALOtrain+.49139%,DD.96270%,win50%,N14; holdout-.468923%,DD1.254913%,win33.333%,N3. THtrain+.81828%,DD.71195%,win50%,N2; holdout+1.159881%,DD.469995%,win50%,N2. Stressholdouts-.539190/+1.107141%.3 CLIbreakout252/2500days/stop5/target15 independentlyreproducesHALO+15.1221%,DD9.515%,win40.625%,N32;TH-7.9152%,DD22.6158%,win30.769%,N26; differententry/exitpolicy and noisolatedholdout,diagnostic only. Conclusion: replication of previouslyseen chronologicalholdout,not freshindependentvalidation,notoptionPnL. Completeexecutableoptionhistory remains unavailable from prior5-path audit. Source https://runway.adityaperswal.workers.dev/data/stock-bars

Premises:1 Frozen252priorhigh/1.5volume/2mprior20dollarvolume/21sessionseparation,nextopen-to20close yields HALON17 medianabs10.5263/P8017.2367%,THN4 median27.3899/P8044.3186%. 2 Spot112.45/21.19,C130ask.23/C27ask.18 require15.8115/28.2681%; mappedP80intrinsic1.83266/3.58112=7.968/19.895x, bothtailpass,medianfail.3 Before20%stockgain,5%stockloss occursfirst11/17HALO,3/4TH; targetsfirst1/17,1/4. Positive-terminal-event medianMAE -2.308/-7.103%.4 20000IIDevent bootstrapP80 95%interval10.616–23.330%/13.324–48.613%; tailgate resamplefrequency58.705/69.115% is sample uncertainty,not tradeodds. Conclusion: absolute-tail eligibility unchanged, path survival unresolved; do not convert stock barriers into option50%stop probabilities. SmallTHsample and regime selection prevent precise inference. Source https://runway.adityaperswal.workers.dev/data/stock-bars

Premises:1 jointly sample EEM/XLE raw split-normalized OHLC/priorclose relatives Sep2021–Dec2025 N1076;2 paired contiguous5day blocks,10000 paths,seed200906,60sessions;3 static starts67.37/64.63,stops65.48/62.10,targets74.59/77.97. Source https://runway.adityaperswal.workers.dev/data/stock-bars. Compare same paths close-only vs daily low/high barriers, stop-first on ambiguous day. Close EEM stop66.89%,target17.57%,neither15.54%; OHLC71.52/17.46/11.02%. XLE close59.86/15.28/24.86%,OHLC67.88/15.12/17.00%. Both-barrier ambiguity0 in sample. Unstopped combined terminal P05/50/95=-17.24573/3.05739/23.70781 dollars. Daily extremes increase modeled stops4.63/8.02pp; they do not prove executable15minute or extended-hour exits. Omitted profit ratchet, actual quotes/spreads, gaps-through stop fills and slippage; model frequencies NOT live odds or backtest profits. Fixed one-share size remains; no Kelly from static barrier frequencies. No retest of accepted momentum edge.

Premises:1 raw split-normalized daily opens/prior closes Jun2020–Sep18 2026;2 scale each gap by current pending entries67.37/64.63 and sum;3 pre2026 threshold fixed before evaluating2026 in this script; no tuning or entry-rule test. Source https://runway.adityaperswal.workers.dev/data/stock-bars. Pre2026 N1404, Monday262 p05 -2.58684 versus other1142 -1.73772 dollars; Monday correlation .51757 vs .39917 other. 2026 N179, Monday33 p05 -1.19785 vs other146 -1.41480; correlation -.46855/-.49897. All-pre2026 p05 -1.848124 crossed3/179=1.67598% in2026. Joint minima -6.68195/pre and -3.65555/2026; excludes March2020 crash so not global stress. Formal temporal holdout, NOT previously unseen data: earlier runs inspected2026. MondayN33 and historical sector regime selection defeat claim of permanent hedge or Monday advantage. Facts end at historical measurements; forecasting recurrence is assumption. Keep one share, no sizing increase, no calibrated win odds/Kelly.

Premises:1 fresh completed Sep18 SIP adjustment=all,1584 bars each;2 all five known Dec5 splits repaired once using response continuity and issuer notice observation30470;3 index252return and sector mean21/63/126/252 require close>SMA200. Source https://runway.adityaperswal.workers.dev/data/stock-bars. Columns symbol,close,returns21/63/126/252%,score%,SMA200,ATR20,group rank before eligibility,above,queuedqty: SPY,761.69,-0.7130,2.2554,16.3489,17.1272,17.1272,712.4731,6.002450,5,1,0; QQQ,721.45,0.7499,-2.4817,21.9448,22.8690,22.8690,661.7726,8.273680,2,1,0; IWM,284.1,-5.5927,-3.6361,15.3003,20.1319,20.1319,273.5106,3.217000,3,1,0; EFA,104.97,-2.4986,0.5363,10.4715,16.7371,16.7371,101.0310,1.028995,6,1,0; EEM,67.03,1.3916,-5.3115,16.9400,28.3116,28.3116,62.0916,0.943250,1,1,1; GLD,401.17,-3.0616,3.6294,-5.9192,19.0521,19.0521,416.2206,7.923445,4,0,0; TLT,81.25,-1.7533,-5.2589,-4.9596,-5.7096,-5.7096,84.3606,0.662870,7,0,0; XLK,189.6,3.2455,-0.8420,37.3018,40.4392,20.0361,162.2356,3.144500,1,1,0; XLC,110.81,-0.4581,1.5022,-1.4935,-5.5731,-1.5056,113.6276,1.607000,9,0,0; XLY,111.03,-6.3749,-5.0458,1.6200,-7.3631,-4.2909,116.5771,1.507250,10,0,0; XLP,82.8,-4.3217,0.0846,2.2854,6.0587,1.0267,82.9683,0.891760,7,0,0; XLV,168.39,-4.1496,13.2110,15.8355,24.8721,12.4422,155.1802,2.165470,3,1,0; XLF,55.86,-2.8184,4.6459,15.0093,4.9014,5.4346,53.4515,0.708845,4,1,0; XLI,169.75,-6.7051,-5.9400,4.0135,13.7582,1.2816,171.1439,2.398250,6,0,0; XLB,49.99,-4.8172,-3.1577,5.5755,12.0350,2.4089,50.1739,0.788260,5,0,0; XLE,64.31,1.1482,20.4533,9.8377,47.3817,19.7052,55.3148,1.264725,2,1,1; XLU,41.1,-6.6333,-7.5989,-10.4965,0.1706,-6.1395,44.2221,0.635530,11,0,0; XLRE,42.53,-5.4679,-2.1849,3.0281,4.6763,0.0129,42.7771,0.502240,8,0,0. EEM top index; XLK first sector but limit190.55 exceeds140 book alone. XLE next, combined132 fits140; residual8. Nine above SMA; no rerank-triggered switch, no new positions. Dividend proxy remains subject to completeness caveat from prior issuer audit; no retest of established premium.

Premises:1 Fresh3645 selects XLK/XLE/XLV.2 Current supplied1000 equity260fundcap, own query_trades empty, Sunday market closed.3 Specific mandate requires RTH fractional notional MARKET and equal slots; established premium is not re-tested. Conclusion retain armed monitor401 MondaySep21 13:50UTC and382/410; no orders or exits now. N=floorcents min(cap/3,.25equity,(.02equity-.01)/max_i[r+(1-r)*g+.005]),r=2ATR/E,g=max(.10,2abs worst negative historical gap). N86.66 each259.98; stress13.80/13.49/11.11 dollars,joint38.39, individually below20 under specified scenario only. Unbounded worse gap can exceed20; no guarantee. Lastclose illustrative stop/target: XLK183.311/224.414716;XLE61.78055/77.575833;XLV164.05906/186.287581. At actualentry E use stop E-2ATR (3.1445/1.264725/2.16547), target E*(1+P90) with P90 .183621922/.206279467/.106286482,1255 overlapping60day windows;1–3months. Gross upside15.91/17.88/9.21 versus ordinary stop2.87/3.41/2.23; not expected values. Before EACH eligible RTH placement refresh equity/cap/cash/ownlots/allfund aggregate exposure/quotes/completed bars; supplied otherfund XLE64.63queue+86.66=151.29<250, fresh aggregate ledger still required then. Verify fill and brackets, not reminder alone. Once profitable ratchet max(existing,SMA200,high20-2ATR); stop triggers rerank and lesson, otherwise fixed monthly cadence. Collector281 active27runs, remote02:16 END11/11 exit0 verified; nextSep21 02:16,no replacement needed. No external headline, funding shortfall, simulation probability or generic3R/Kelly rule overrides fixed mandate. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Remaining gaps: precise15minexit calibration, future corporate actions and cause of missedSep18execution; present closed-session block does not erase earlier miss.

Question: how much do static-bracket exit estimates change with sample and serial dependence? Premises:1 Current fixed basket and brackets from3645.2 Historical synchronous OHLC/priorclose ratios preserve same-day cross-sector dependence.3 Resample consecutive blocks1/5/20days separately from1152 pre2026 and179 recent2026 sessions,10000 paths per case,60 sessions,seed92006,86.66 each,6bp/side assumed friction. No fitted parameter selected. Source https://runway.adityaperswal.workers.dev/data/stock-bars. Method stop first for ambiguous same-day dual touch; gap stop at worse opening price; target at fixed target; remaining mark at60-day close. Static current brackets; stop first on same-day dual touch; opening gap stop at worse open; no ratchet, monthly rerank or 15min checks; adjusted OHLC not executable prices; chosen current basket selection bias; 6bp per side costs assumed; no calibrated odds or Kelly sizing. Full case figures observations30444–49. Pre2026 target frequencies XLK12.96–17.29%,XLE11.17–15.56%,XLV13.94–16.61%;2026 XLK20.60–26.17%,XLE32.97–39.15%,XLV20.50–23.43%. Basket loss frequency48.39–50.20% versus19.76–22.72%; modeled mean dollar PnL2.796–3.655 versus9.291–9.632. P05 dollar outcomes roughly-9.89 to-8.97 do NOT bound loss. Conclusion sample choice materially dominates implied success odds, so no empirical Kelly input or sizing/target override. Ratchets/monthly replacement and15minute monitoring omitted deliberately to isolate model sensitivity; not execution backtest, not validated premium test, and not live probabilities. Counterexample crisis correlations and gaps outside observed sample defeat benign recent results. Source was already observed;2026 is a comparison segment, not independent OOS.

Premises:1 Fresh split-normalized adjusted SIP daily bars, source https://runway.adityaperswal.workers.dev/data/stock-bars .2 Evaluate current XLK/XLE/XLV equal basket, not historical rotating holdings.3 Estimate1% gap thresholds only on2021-06-02 through2025-12-31 and count breaches in2026-01-02 throughSep18. Pair correlations pre2026 XLK/XLE .315635,XLK/XLV .500392,XLE/XLV .293787;2026 -.247776,-.158572,-.078192. Equal daily-return basket annualized volatility16.7368% versus11.0104%; worst synchronized basket gap-3.322667% versus-.954476%. Per-symbol threshold/test: {"XLK":{"pre2026_gap_q01_pct":-2.5947445082801974,"test_breaches":2,"test_n":179,"test_breach_rate_pct":1.1173184357541899},"XLE":{"pre2026_gap_q01_pct":-3.1902366689284984,"test_breaches":4,"test_n":179,"test_breach_rate_pct":2.2346368715083798},"XLV":{"pre2026_gap_q01_pct":-1.3698510638297818,"test_breaches":3,"test_n":179,"test_breach_rate_pct":1.675977653631285}}. Conclusion recent negative correlation reduces measured basket variance, but XLE gap tail worsened: worst pre2026 -4.952927% versus2026 -5.792734%. Do not lower stress sizing from recent diversification. Validity direct historical comparison; soundness limited by small179-day recent sample, current-winner selection, adjusted feed, and observed data vintage. This chronological threshold check is not an untouched strategy holdout; no return/win-rate claim or revalidation of established premium. Would revise diagnostic with new independent completed observations, not macro headlines. All figures stored30442–43/30450.

Premises:1 fresh3643 selectsEEM/QQQ/IWM;2 own query_trades empty, supplied retired Core trend flat/noqueued orders;3 separate trend-ws EEM67.37queue does not exclude EEM, aggregate planned160.70<250;4 equity1000/fund280/name250;5 market closed, mandate RTH fractional notional MARKET. Conclusion retain279.99 conditional deployment93.33 each at existing monitor397 Sep21 13:50UTC. Monitor is not order and no fill exists. Before EACH order refresh currentequity/cash/fundcap/aggregate symbol exposure/Core exclusions/completed bars/entry, execute if eligible and verify fill/brackets; rejection investigate and repair same run. Ref exits [{"symbol":"EEM","size":93.33,"stop":65.1435,"target":74.21425092953517,"p90":0.10717963493264468,"rr":3.8082432703605487,"stress":25.913232637416957},{"symbol":"QQQ","size":93.33,"stop":704.90264,"target":838.105473380901,"p90":0.1616958533244174,"rr":7.049793645687354,"stress":22.608077650841185},{"symbol":"IWM","size":93.33,"stop":277.666,"target":320.5246054777956,"p90":0.12821050854556687,"rr":5.661269113738809,"stress":27.921384363225883}]. Actualstop E−2ATR,target E*(1+P90),1–3months; once profitable ratchet max(existingstop,SMA200,high20−2ATR); rerank monthly/stop only. No lower-ranked crypto substitute, fractional limit workaround or funding-goal override. Source https://runway.adityaperswal.workers.dev/data/stock-bars and /data/crypto-bars; API contract https://docs.alpaca.markets/us/reference/stockbars . No trade-derived winrate/Kelly from empty ledger. Fixed strategy validation accepted; held-out risk diagnostic does not constitute strategy retesting. No new collector needed before08UTC: no RTH, new completed daily bar or holding to supervise; existing Monday monitor remains armed. Friday missed-fill cause unresolved. No FUND proposal.

Premises:1 EEM holdout gap exceeds training1% threshold3.4965% of days (3644);2 >=2 basket assets coexceed7 of429 days;3 venue mandates RTH fractional exits. Source https://runway.adityaperswal.workers.dev/data/stock-bars and supplied venue rules. First order: an adverse overnight common shock can cross stops while liquidation unavailable. Second order: next RTH realizations can be worse than planned2ATR losses across several names. Third order: correlated book losses reduce account runway, but funding pressure must not induce higher exposure. Countercase shocks can reverse before open; daily OHLC cannot measure15-minute stop enforcement. Who benefits: order execution and ETF managers collect spread/fees regardless of model accuracy; this supplies no directional edge. Preserve stated risk envelope and real receipt checks, not additional signal veto. No new macro event asserted or new dated catalyst; monitors397/385/409 retained.

Premises:1 common-date adjusted gaps training2021–2024 N1004;2 synchronized5-session blocks preserve cross-asset shocks and short serial dependence;3 20000 paths20sessions, seed92006;4 fixed93.33 notionals each. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all . Simulated maximum single-night basket loss Q50/95/99=3.913011/7.974398/14.828643USD; zero sampled paths exceed30. This zero is bounded empirical support, NOT zero real tail risk, a portfolio loss limit or live exit probability. Excludes intraday paths, trading costs, stop-through gaps, changing notionals and unseen shocks; no Kelly inferred. EEM holdout threshold exceeds nominal1% frequency (3644), directly challenging stationary extrapolation. Retain separately the stop-through-gap scenario r=2ATR/E,c=r+(1-r)*2g+.005,g=.125794155019/.109666233203/.138906519177; size=floorcents min(280/3,250,29.5/c). Results [{"symbol":"EEM","size":93.33,"stop":65.1435,"target":74.21425092953517,"p90":0.10717963493264468,"rr":3.8082432703605487,"stress":25.913232637416957},{"symbol":"QQQ","size":93.33,"stop":704.90264,"target":838.105473380901,"p90":0.1616958533244174,"rr":7.049793645687354,"stress":22.608077650841185},{"symbol":"IWM","size":93.33,"stop":277.666,"target":320.5246054777956,"p90":0.12821050854556687,"rr":5.661269113738809,"stress":27.921384363225883}]. Joint76.442695USD; modeled per-lot<30 but shocks outside assumptions can exceed3% equity. No increase in size from benign bootstrap quantiles.

Premises:1 Fresh common completed Sep18 SIP/all,1332 bars each.2 Conditional issuer Dec5 2:1 repair applied only to observed ~0.5 boundaries for XLK/XLY/XLB/XLE/XLU; prior231-event dividend audit3614 retained, no income added again.3 Fixed equal mean21/63/126/252 and close>SMA200. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; split https://www.ssga.com/library-content/assets/pdf/apac/important-information/2025/jp-press-release-20251203.pdf ; API https://docs.alpaca.markets/us/v1.4.2/reference/stockbars . Returns decimals; ATR meanTR20; notional planned RTH only. symbol|r21|r63|r126|r252|avg|close|sma200|atr20|rank_eligible|notional XLK|0.032455|-0.008420|0.373018|0.404392|0.200361|189.600000|162.235625|3.144500|1.000000|86.660000 XLE|0.011482|0.204533|0.098377|0.473817|0.197052|64.310000|55.314825|1.264725|2.000000|86.660000 XLV|-0.041496|0.132110|0.158355|0.248721|0.124422|168.390000|155.180150|2.165470|3.000000|86.660000 XLF|-0.028184|0.046459|0.150093|0.049014|0.054346|55.860000|53.451500|0.708845|4.000000|0.000000 XLB|-0.048172|-0.031577|0.055755|0.120350|0.024089|49.990000|50.173925|0.788260|-|0.000000 XLI|-0.067051|-0.059400|0.040135|0.137582|0.012816|169.750000|171.143900|2.398250|-|0.000000 XLP|-0.043217|0.000846|0.022854|0.060587|0.010267|82.800000|82.968250|0.891760|-|0.000000 XLRE|-0.054679|-0.021849|0.030281|0.046763|0.000129|42.530000|42.777050|0.502240|-|0.000000 XLC|-0.004581|0.015022|-0.014935|-0.055731|-0.015056|110.810000|113.627550|1.607000|-|0.000000 XLY|-0.063749|-0.050458|0.016200|-0.073631|-0.042909|111.030000|116.577100|1.507250|-|0.000000 XLU|-0.066333|-0.075989|-0.104965|0.001706|-0.061395|41.100000|44.222125|0.635530|-|0.000000 Conclusion selected XLK/XLE/XLV; fourth XLF trails third7.00767pp. Four eligible; XLK3/4 positive horizons, XLE4/4, XLV3/4. Short-horizon weakness is not discretionary veto. No holdings or orders; own ledger freshly empty.

Premises: 1 adjusted open/prior-close minus1 gaps from primary feed https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all ; 2 fixed training2021–2024 N1004 and untouched-by-this-fit holdout2025–Sep18 2026 N429; 3 current basket selected ex post so this is measurement calibration, not OOS strategy return. Results [{"symbol":"EEM","train_n":1004,"test_n":429,"train_p01":-0.023161498373743362,"train_min":-0.052591847005536096,"test_min":-0.05737169009480214,"test_exceedances":15,"test_exceedance_rate":0.03496503496503497,"test_p01":-0.03355377029926494},{"symbol":"QQQ","train_n":1004,"test_n":429,"train_p01":-0.019642697452250054,"train_min":-0.05357022225224606,"test_min":-0.04140786749482395,"test_exceedances":7,"test_exceedance_rate":0.016317016317016316,"test_p01":-0.027485668992367554},{"symbol":"IWM","train_n":1004,"test_n":429,"train_p01":-0.0225591653094287,"train_min":-0.0527219225110348,"test_min":-0.04711779448621556,"test_exceedances":5,"test_exceedance_rate":0.011655011655011656,"test_p01":-0.02526703165930107}]. Common-date thresholds exceeded in >=2 names on7 days, all3 on2. EEM lower1% training threshold has3.4965% holdout exceedance, versus QQQ1.6317/IWM1.1655%; stationarity unsupported. Historical worst equal93.33 basket overnight loss10.637725USD. Counterexample QQQ/IWM holdout minima less negative than train; no universal worsening claimed. Selected basket, adjusted-price proxy, serial dependence and provider revisions limit inference; no fees or stop implementation modeled. No new strategy proposed; retain existing larger stress envelope.

Premises: 1 paginated daily provider bars with locally enforced completed-day cutoff; 2 equity adjustment=all,252 intervals and crypto365 intervals; SMA200, arithmetic ATR20 and P90 rolling60 returns with endpoints trailing5years; 3 supplied Core trend retired flat/no queues and own query_trades empty. Source https://runway.adityaperswal.workers.dev/data/stock-bars and /data/crypto-bars; pagination and adjustment contract https://docs.alpaca.markets/us/reference/stockbars . Table [{"symbol":"EEM","date":"2026-09-18 04:00:00+00:00","bars":1434,"pages":2,"close":67.03,"annual":0.28311638591117916,"sma":62.091550000000005,"atr":0.9432499999999997,"p90":0.10717963493264468,"p90_n":1255,"high20":69.125,"above":true,"rank":1,"size":93.33},{"symbol":"EFA","date":"2026-09-18 04:00:00+00:00","bars":1434,"pages":2,"close":104.97,"annual":0.16737099644128106,"sma":101.03105,"atr":1.0289949999999997,"p90":0.09630282889112697,"p90_n":1255,"high20":108.83,"above":true,"rank":5,"size":0},{"symbol":"GLD","date":"2026-09-18 04:00:00+00:00","bars":1434,"pages":2,"close":401.17,"annual":0.1905214114016085,"sma":416.22065,"atr":7.923445000000004,"p90":0.16781703911009302,"p90_n":1255,"high20":429.42,"above":false,"rank":null,"size":0},{"symbol":"IWM","date":"2026-09-18 04:00:00+00:00","bars":1434,"pages":2,"close":284.1,"annual":0.20131929468476484,"sma":273.51065,"atr":3.2170000000000045,"p90":0.12821050854556687,"p90_n":1255,"high20":299.61,"above":true,"rank":3,"size":93.33},{"symbol":"QQQ","date":"2026-09-18 04:00:00+00:00","bars":1434,"pages":2,"close":721.45,"annual":0.2286901578759135,"sma":661.77265,"atr":8.27367999999999,"p90":0.1616958533244174,"p90_n":1255,"high20":724.125,"above":true,"rank":2,"size":93.33},{"symbol":"SPY","date":"2026-09-18 04:00:00+00:00","bars":1434,"pages":2,"close":761.69,"annual":0.17127216250711208,"sma":712.4730999999999,"atr":6.002450000000005,"p90":0.10841930825440019,"p90_n":1255,"high20":773.38,"above":true,"rank":4,"size":0},{"symbol":"TLT","date":"2026-09-18 04:00:00+00:00","bars":1434,"pages":2,"close":81.25,"annual":-0.05709643727515379,"sma":84.36059999999999,"atr":0.6628700000000016,"p90":0.06150557763249668,"p90_n":1255,"high20":83.28,"above":false,"rank":null,"size":0},{"symbol":"BTC/USD","date":"2026-09-19 00:00:00+00:00","bars":2088,"pages":1,"close":81239.166,"annual":-0.29782168636543105,"sma":70464.58972958945,"atr":2233.81038940355,"p90":0.36718658848933106,"p90_n":1826,"high20":82233.502538071,"above":true,"rank":6,"size":0},{"symbol":"ETH/USD","date":"2026-09-19 00:00:00+00:00","bars":2088,"pages":1,"close":2632.425,"annual":-0.41123549014783833,"sma":2073.6830831083275,"atr":98.56906743532497,"p90":0.42328883963806774,"p90_n":1826,"high20":2665.72,"above":true,"rank":7,"size":0}]. Conclusion retain EEM/QQQ/IWM93.33 each conditional on RTH refresh. GLD positive annual return fails SMA; crypto above SMA but negative annual returns ranks6/7. No discretionary substitution or strategy retest.

Numbered premises: 1. Laxmi September notices establish issuer-reported allocations, not universal acid scarcity orCEcash. https://www.laxmi.com/customer-info/ . 2. CE integration supports a potential rent but dedicated inputs create own-outage risk; 2025riskfactors https://www.sec.gov/Archives/edgar/data/1306830/000130683026000031/ce-20251231.htm . 3. Correct comparableH1FCF143m, annual700–800needsH2557–657, versus2025H2535; this supersedes prior3606 bridge543–643. https://investors.celanese.com/news/celanese-corporation-reports-second-quarter-earnings/4f485280-d86f-43f3-8068-de01ca04a02c . 4. Countercase substantial: forward7.57xEPS/15.05%midguideFCFyield, Q4Nutrinova152mmonetization, and requiredH2cash only4–23%YoY growth. But yield-duration assumptions determineequitytarget;56.287 hurdle notautomaticallyvalue. Fundamental3637. 5. CurrentCE45.41<47.22 andEMN65.69<73.16 prior20; costedL20heldapartCE-21.21%N12/EMN-27.46%N15; all12sensitivitycellsnegative,halfKelly0. https://runway.adityaperswal.workers.dev/data/stock-bars . 6. Laxmi June11.8%margin contradictsautomaticdownstreamloser; FY26growthcapexcashnegative andtop10traders18.57%totalpurchases narrowconfidence. https://www.laxmi.com/documents/default.aspx?f=investor-relations/annual-report-20252026-557.pdf ; https://www.laxmi.com/documents/default.aspx?f=investor-relations/q1fy27-laxmi-earning-deck-july-29-2026-563.pdf . Conclusion validity: no supportedcurrentasymmetry under testedentry; cash120chosen, notbecausemarketclosed orfundingpressure. Soundness limits: datedissuerinterests, missingSeptemberexportvolumes/paidnetbacks, no matchedshortage-event probability, proxy15-minuteexecution, repeatedhistoricalholdouts. Observedfacts endatfilings/quotes; valuationyields andpathodds explicitlymodels. Strongestbullcase survives aswatch; neverequate noentry withnoeconomicbenefit. Count4operatingoriginsCE/Laxmi/EMN/INEOS, plusissuer-informedCrisil, notmultiplecitationsfromsameissuer. Additional searchesreturnedoldcapacity/repeatedguidance, nofreshpaidbridge; stopdeepdive withgapsnamed ratherthan manufacturecertainty. No currentholdings/exits; ledgerN0trades. Collector282healthy03:31END16/16,46runsleft, retainedfornewnotices; monitor430resolved43606UTCarmed; preserve388/415/416. No newfundproposal: everyexaminedcashflowfitsSupply. Fundamental3637–38, consequences3632, backtests3633–36, statistics3639, technical3640, simulation3641.

Premises: 1. Empirical daily feed-price returns https://runway.adityaperswal.workers.dev/data/stock-bars . Fixed currenthypothetical2ATR/net3Rbarriers fromtechnicalanalysis; 60session paths,5sessionmovingblocks, seed92004,20000percell, history2017onward or2025onward. 2. CE longhistory stop57.52%/target17.20%/timeout25.28%, mean netPnl.1505USD/share; recent69.85/24.55/5.60%, mean-.2645. EMN long61.65/20.93/17.42%,mean.2290;recent70.215/19.28/10.505%,mean-.8359. 3. Fullcloseovershoot allowed and20bp/sidecost; no intradayextrema or15minuteexecution, event probabilities, conditionalbreakoutorfundamentaldriftmodel. Positivehistoricalbootstrapmeans nottradeedge. 4. CE2shareP1pnl-21.85long/-18.93recent; EMN2share-21.25/-28.54but2EMNexceeds120cap, so diagnostic notproposedsize. Gaps outsidehistory canbe worse; models are notlosslimits. Conclusion: odds change withregime; useconditionaltradehalfKelly0from3639, notunconditionalpathodds, for currentallocation0. Preservepositivecounterevidence, don'ttreatallcash asproofCEhasnoupside. Scriptsstats.py/stats.json containreproducibleassumptions.

Premises: 1. Completed Sep18 SIP/all daily bars https://runway.adityaperswal.workers.dev/data/stock-bars . CE45.41<prior20close47.22, SMA5045.4024/SMA20050.9966, ATR201.6915; EMN65.69<prior20 73.16 andSMA5069.6502/SMA20069.2333, ATR201.7138. Both jointentrysignals false. 2. Hypothetical2ATRstops42.027/62.2624; targets solving net3Rwith20bp/side56.2870/77.02595. These are hurdleprices, notfundamentalvalue oractualthesisinvalidation; noorders/exitsattached. 3. CE21/63sessionreturns-1.837/-11.187%; EMN-11.493/-8.229%. 20dayvolume1.708m/1.036mshares means tinyfundsize notvolumeconstraint. 4. Current120fundcap fits2CEshares90.82 or1EMN65.69. TwoCEstoploss incl20bp/side~7.12USD; worsthistoricalopeninggap20.756%implies~18.85USD beforefriction, notfuturebound. One-sharequarter-probe feasible operationally but halfKelly0 and failedcurrententry do notjustifyit. Conclusion: no cashdeployment ortechnicalexitadjustment. Any laterentry repriceitsvalue/risk, don'treuse stale levels. Corporateactions/adjustedreturns notseparatelyreconstructed; stops are rawcurrent researchlevels.

Premises: 1. Adjusted SIPdaily returns https://runway.adityaperswal.workers.dev/data/stock-bars ; 2017–22/2023–25/2026 windows N1510/752/179. 2. OLSagainstSPY CEbetas1.2436/1.4622/.2641 andEMN1.1838/1.1138/.9004; 2026CEcorr.0657, annualvol53.24%. Descriptive, no robust-significance or causalshortage claim. 3. FixedL20 heldapartCE N12 wins25%,avgwin9.4077%,avgloss5.3917%;EMN N15 wins13.333%,avgwin15.1456%,avgloss4.5233%. HalfKelly=max(0,.5*(p-(1-p)/(win/loss)))=0both. 4. 20kIID meanbootstraps95% CIsCE[-5.4125,3.1093]%,EMN[-4.8230,2.0034]%; these are uncertaintyintervals, notdownsidebounds. LiveSupply ledgerN0 means no measured slippage orhistorical fundedge. Conclusion: no calibratedpositiveposition size from thisrule; changedCEbeta iscounterevidence to assumingordinarybroadbeta, notproof ofscarcityalpha. Selectednames/regimes, repeatedhistoricalwindows, smallsamples andserialdependence limittransportability. Preservepositivecashvaluationcountercase instead ofclaimingbusinesscannotwork.

Premises: (1) Customer notices Sep7/Sep15 quote ethyl105->112,anhydride102->114,butyl121->138,propyl172->150 INR/kg under immediate-payment terms: changes+6.67/+11.76/+14.05/-12.79%. https://www.laxmi.com/documents/default.aspx?f=customer-info/price-announcement-1048.pdf ; https://www.laxmi.com/documents/default.aspx?f=customer-info/price-announcement-1049.pdf . Four unweighted listquotes, notinvoiceindex. (2) July29 Q1FY27 deck: EBITDA1143mINR/11.8%, revenue9683m, newLoteethylcapacity commissioned; top10customers23%,exports35%. Juneperiod predatesAuguststockouts. https://www.laxmi.com/documents/default.aspx?f=investor-relations/q1fy27-laxmi-earning-deck-july-29-2026-563.pdf . (3) July30call Essentials11–12%margin but mid-single-digitthroughcycle expectation; demandstocking/deferral mixed. https://www.laxmi.com/documents/default.aspx?f=investor-relations/transcript-of-investor-meet-july-30-2026-568.pdf . (4) FY26 annualreport printedp130 top10tradinghouses87.6%of21.2%traderpurchases=>18.5712%allpurchases, not87.6%allvendorconcentration; payable-days138vs102. Consolidatedp252 OCF1748.97-capex6024.54=-4275.57mINR; growthcapex, notsteadymaintenancecash. https://www.laxmi.com/documents/default.aspx?f=investor-relations/annual-report-20252026-557.pdf . (5) EMN Q2intermediates spreadsbenefit chieflyolefin/derivatives; cannotattribute alltoacetyl, and its formerTexasCity600kt nowINEOS. https://www.eastman.com/en/media-center/news-stories/2026/eastman-announces-second-quarter-2026-financial-results ; https://www.ineos.com/businesses/ineos-acetyls/acetyls-in-america/who-we-are/ . Conclusion: rejectsimpleCEwinner/Laxmiloser binary. Scarcity reallocatescustomerworkingcapital and rewardsavailableproduct; ownproductionlosses mayreversemarginbenefit. AnnualFY26cash, JuneFY27margins andSeptemberallocation canallbetrue. MissingSeptemberrealizedproductmix/paidvolumes, vendoridentities, landedexportparity; foreignvenueeligibility unverified so noLXCHEMorder. CrisilNov2025creditnote isdatedbaseline,notcurrentratingprediction.

Question: can September Indian acetyl allocation invalidate August's expected Western Hemisphere normalization? Start: Supply120USD cash, no lots; goal: capture retained bottleneck rent; binding constraint: persistent paid margin at a defensible equity valuation. Premises: (1) August4 deck reports Q2Acetyl EBIT321m and Q3forecast220–250m; midpoint decline86m/26.79%. https://www.sec.gov/Archives/edgar/data/1306830/000130683026000114/q220268-kex991b.htm . Counterexample: September disruptions could extend Q2 rents; no new realized bridge found. (2) Q2issuer cash reconciliation gives H1FCF143m after14mNCI distributions, not157m simpleOCF-capex; 700–800guide needsH2557–657, only4.11–22.80% above2025H2535m. Seasonality counters a bearish annualization. https://investors.celanese.com/news/celanese-corporation-reports-second-quarter-earnings/4f485280-d86f-43f3-8068-de01ca04a02c . (3) June netdebt10643m versus market equity4983.70m at45.41; shares109.748926m. https://www.sec.gov/Archives/edgar/data/1306830/000130683026000117/ce-20260630.htm ; https://runway.adityaperswal.workers.dev/data/stock-bars . Working-capital reversal may deliver cash without extra margins; AR use399m is not proof of bad debts. (4) Forward EPS~6 implies7.57x, forecastFCF yield14.05–16.05%; attractive IF durable. Reverse net3Rprice56.287 needs recurringFCF617.74m at10% yield,741.29m at12%,926.62m at15%. Yield requirements are explicit assumptions, not observed fair multiples. Midguide750m at12% gives56.95 but15% gives45.56; choosing12% merely to clear3R would be circular. (5) Preserving an extra86mAcetyl EBIT for onequarter adds~0.72EPS atissuer8%tax or0.55–0.63 at20–30%normalized tax, not an annual perpetuity. (6) August31 Nutrinova sale152m for19%/4mprior earnings=38x,1.385/share and1.43%netdebt; conditionalQ4close. Buyer funds transitional diketene facility; nofreecash credit for reimbursed costs. https://investors.celanese.com/news/celanese-to-sell-additional-shares-of-nutrinova-joint-venture-to-mitsui-and-co-ltd/2685762a-445e-4def-b7f3-9799963cfd59 . Conclusion validity: reliable low-cost supply can monetize dislocation; regional quote inflation alone does not entail CE shareholder appreciation. Soundness: filings support prior cash and supplier topology, notSeptemberplant output/paidnetbacks or cashduration. Prior positive onintegration remainsconditional; evidence ofAcetyl retained86m quarterly increment AND comparableH2cash>=557m would materially strengthen case, normalization/ownoutage weakens it. No newprice target adopted; no cash-double-count with debtpaydown.

Premises: 1. SIP daily bars, 2693 per name,2016–Sep18,2026 https://runway.adityaperswal.workers.dev/data/stock-bars . 2. Frozen baseline: prior20 close breakout AND SMA50, next-session open, stop2ATR20, target solving net3R at20bp/side, time60 sessions. L40/L60 sensitivity, no best-cell adoption. 3. Train2017–22, chronological heldapart2023–25, recent2026. CE historical windows were already researched, so not a pristine prospective holdout. 4. Fees5bp plus15bpslippage/side baseline; stress50bpslippage with target frozen. Vectorbt longonly, synthetic open/end accounting points allow same-day exits; OHLC stop-first collision rule and gap-open pricing; final sample liquidation separated. Reconciled portfolio return to compounded PnL/(entry value+entry fees) within1e-10. Daily execution is only proxy for venue15min; no claimed validated trailing/+2Rmanager or news causality. Scripts /tmp/supply92004/test.py, tests.json, trades.json. Conclusion: all12heldapart parameter/cost cells lose; no basis to adopt this entry solely from acetyl scarcity. Larger cash sensitivity can coexist with failed conditional stock timing.

Premises: 1. SIP daily bars, 2693 per name,2016–Sep18,2026 https://runway.adityaperswal.workers.dev/data/stock-bars . 2. Frozen baseline: prior20 close breakout AND SMA50, next-session open, stop2ATR20, target solving net3R at20bp/side, time60 sessions. L40/L60 sensitivity, no best-cell adoption. 3. Train2017–22, chronological heldapart2023–25, recent2026. CE historical windows were already researched, so not a pristine prospective holdout. 4. Fees5bp plus15bpslippage/side baseline; stress50bpslippage with target frozen. Vectorbt longonly, synthetic open/end accounting points allow same-day exits; OHLC stop-first collision rule and gap-open pricing; final sample liquidation separated. Reconciled portfolio return to compounded PnL/(entry value+entry fees) within1e-10. Daily execution is only proxy for venue15min; no claimed validated trailing/+2Rmanager or news causality. Scripts /tmp/supply92004/test.py, tests.json, trades.json. Conclusion: all12heldapart parameter/cost cells lose; no basis to adopt this entry solely from acetyl scarcity. Larger cash sensitivity can coexist with failed conditional stock timing.

Ran node /app/agent/dist/backtest.js --symbols CE,EMN --strategy breakout --lookback 20 --days 1460 --stop-pct 8 --target-pct 24. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Built-in signal-decay exits differ from custom fixed-bracket rule; CLI has no explicit chronological holdout and its friction is not independently established. Diagnostic only, not adopted. Full output /tmp/supply92004/cli.json. This backtest cannot establish a causal shortage edge.

Ran node /app/agent/dist/backtest.js --symbols CE,EMN --strategy breakout --lookback 20 --days 1460 --stop-pct 8 --target-pct 24. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Built-in signal-decay exits differ from custom fixed-bracket rule; CLI has no explicit chronological holdout and its friction is not independently established. Diagnostic only, not adopted. Full output /tmp/supply92004/cli.json. This backtest cannot establish a causal shortage edge.