Stats

Premises: adjusted SIP prices approximate total returns; completedSep18 daily close aboveSMA200; index252-session return, sector mean21/63/126/252. ATR20 arithmetic mean true range. P90 rolling60 return ending in last5 calendar years,1255 overlapping observations (not independent); warmupJune2021. Source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&start=2021-06-01&end=2026-09-18T23:59:00Z&adjustment=all&feed=sip (append symbols), exact URLs/raw metrics observations28635–28652. Initial endSep19 SIP403 resolved with completed-session cutoff. No repeat validation/backtest under explicit mandate. Risks: revisions, dividend/split normalization, reversal despite laggingSMA. Supplied currentledger empty allfunds; caps1000 equity/250 name/240 fund. One EEM+XLK costs257.92, so index-first joint-cap feasibility selects nextsectorXLE. Both aboveSMA. No new instrument expansions. Columns symbol|rank(category)|close|SMA200|ATR20|r21%|r63%|r126%|r252%|score%|eligible|chosenQty SPY|5|761.69|712.4731|6.00245|-0.713|2.2554|16.3489|17.1272|17.1272|1|0 QQQ|2|721.45|661.7726|8.27368|0.7499|-2.4817|21.9448|22.869|22.869|1|0 IWM|3|284.1|273.5106|3.217|-5.5927|-3.6361|15.3003|20.1319|20.1319|1|0 EFA|6|104.97|101.031|1.02899|-2.4986|0.5363|10.4715|16.7371|16.7371|1|0 EEM|1|67.03|62.0916|0.94325|1.3916|-5.3115|16.94|28.3116|28.3116|1|1 GLD|4|401.17|416.2206|7.92345|-3.0616|3.6294|-5.9192|19.0521|19.0521|0|0 TLT|7|81.25|84.3606|0.66287|-1.7533|-5.2589|-4.9596|-5.7096|-5.7096|0|0 XLK|1|189.6|162.2356|3.1445|3.2455|-0.842|37.3018|40.434|20.0348|1|0 XLC|9|110.81|113.6276|1.607|-0.4581|1.5022|-1.4935|-5.5731|-1.5056|0|0 XLY|10|111.03|116.5771|1.50725|-6.3749|-5.0458|1.62|-7.3592|-4.29|0|0 XLP|7|82.8|82.9683|0.89176|-4.3217|0.0846|2.2854|6.0587|1.0267|0|0 XLV|3|168.39|155.1802|2.16547|-4.1496|13.211|15.8355|24.8721|12.4422|1|0 XLF|4|55.86|53.4515|0.70885|-2.8184|4.6459|15.0093|4.9014|5.4346|1|0 XLI|6|169.75|171.1439|2.39825|-6.7051|-5.94|4.0135|13.7582|1.2816|0|0 XLB|5|49.99|50.1739|0.78826|-4.8172|-3.1577|5.5755|12.035|2.4089|0|0 XLE|2|64.31|55.3148|1.26472|1.1482|20.4533|9.8377|47.3648|19.701|1|1 XLU|11|41.1|44.2221|0.63553|-6.6333|-7.5989|-10.4965|0.1706|-6.1395|0|0 XLRE|8|42.53|42.7771|0.50224|-5.4679|-2.1849|3.0281|4.6763|0.0129|0|0

Premises:1) https://runway.adityaperswal.workers.dev/data/stock-bars completedSep18 bars; current supplied equity1000/cap360, own ledgerempty.2) Existing model r=2ATR/E; g=max(.10,2*abs(worstnegativegap)); lossfraction=r+(1-r)*g+.005. Equal N=floorcents min(cap/3,.25equity,(.02equity-.01)/maxfraction)=120. XLK/XLE/XLV stressed losses19.104343/18.675601/15.377727 each<20; total53.157671. Not a guaranteed bound: loss-to-zero120 each; historical gaps omit unseen tails.3) Reused frozen method/seed91900 to translate same distribution to reset notional, not new edge test: 10000 joint circular5-day bootstrap paths from252 returns over60 sessions; hypothetical close-only fixed brackets, 50bp exit deduction, survivors close60; no intraday ratchet/entry costs. {"recent_drift":{"p05_p50_p95":[-15.400604271271359,14.480958312074208,43.13656939007692],"negative_fraction":0.1952,"stop_frequency":[0.5768,0.3935,0.4811],"target_frequency":[0.2544,0.2356,0.2997]},"zero_drift":{"p05_p50_p95":[-17.928425459694306,-3.1389371155714065,20.166403638167974],"negative_fraction":0.5747,"stop_frequency":[0.7557,0.6521,0.7065],"target_frequency":[0.1024,0.0509,0.128]}}. Zero-drift median negative; frequencies are model diagnostics, not calibrated live odds or Kelly inputs. Equal size unchanged by forecast. Funding shortfall absent; P90 is return quantile not target-hit probability.

Premises: adjusted SIP https://runway.adityaperswal.workers.dev/data/stock-bars throughSep18, current basket selected ex post; equal-weight daily return statistics are descriptive, not strategy returns. {"corr60":{"XLK":{"XLK":1,"XLE":-0.22408,"XLV":-0.46584},"XLE":{"XLK":-0.22408,"XLE":1,"XLV":-0.02004},"XLV":{"XLK":-0.46584,"XLE":-0.02004,"XLV":1}},"corr252":{"XLK":{"XLK":1,"XLE":-0.18019,"XLV":-0.10763},"XLE":{"XLK":-0.18019,"XLE":1,"XLV":-0.03983},"XLV":{"XLK":-0.10763,"XLE":-0.03983,"XLV":1}},"worst":-0.07091272110326936,"p01":-0.027520426024856548,"n":1331}. Pair correlations negative in60/252-day windows, but worst simultaneous basket daily return -7.0913%, 1st percentile -2.7520%. Do not reduce gap stress using correlation. Fixed historical sample excludes unseen states; 1331 observations are dependent and not independent bets. No live trades exist to estimate slippage or win rate; those remain unavailable.

Premises:1) Primary adjusted SIP https://runway.adityaperswal.workers.dev/data/stock-bars timeframe1Day/feed=sip/adjustment=all; fetched two pages June1 2021–Sep18 2026, explicit end21UTC, complete1332 bars each/no duplicate dates.2) Return close[-1]/close[-1-n]-1 for21/63/126/252; arithmetic mean score; strict close>SMA200. ATR20 arithmetic mean true range.3) Current supplied reset equity1000 cap360 supersedes stale capital in memory. Table returns and average in percent; other columns dollars; rank null fails SMA. Columns ["symbol","close","r21","r63","r126","r252","avg","sma200","atr20","rank_eligible","notional"]; rows [["XLK",189.6,3.2455,-0.842,37.3018,40.434,20.0348,162.2356,3.1445,1,120],["XLE",64.31,1.1482,20.4533,9.8377,47.3648,19.701,55.3148,1.2647,2,120],["XLV",168.39,-4.1496,13.211,15.8355,24.8721,12.4422,155.1802,2.1655,3,120],["XLF",55.86,-2.8184,4.6459,15.0093,4.9014,5.4346,53.4515,0.7088,4,0],["XLB",49.99,-4.8172,-3.1577,5.5755,12.035,2.4089,50.1739,0.7883,null,0],["XLI",169.75,-6.7051,-5.94,4.0135,13.7582,1.2816,171.1439,2.3982,null,0],["XLP",82.8,-4.3217,0.0846,2.2854,6.0587,1.0267,82.9683,0.8918,null,0],["XLRE",42.53,-5.4679,-2.1849,3.0281,4.6763,0.0129,42.7771,0.5022,null,0],["XLC",110.81,-0.4581,1.5022,-1.4935,-5.5731,-1.5056,113.6276,1.607,null,0],["XLY",111.03,-6.3749,-5.0458,1.62,-7.3592,-4.29,116.5771,1.5072,null,0],["XLU",41.1,-6.6333,-7.5989,-10.4965,0.1706,-6.1395,44.2221,0.6355,null,0]]. Top3 XLK/XLE/XLV; XLF qualifies fourth, seven others fail SMA. No all-listing/global/crypto expansion: outside explicit fixed11 universe, not screened-and-failed claims. P90 rolling60 total returns over five-year endpoints N1255: XLK18.3634507%, XLE20.6348444%, XLV10.6286482%. Indicative stop/target:183.311/224.417103,61.78055/77.580268,164.05906/186.287581. Actual-entry recomputation required. Specific validated mandate excludes repeated backtest and discretionary filters; no holdings to rebalance now. Initial deployment next RTH, thereafter monthly/stop rerank.

Premises recorded in technical table. Goal two slots; joint cap binding: EEM67.37+XLK190.55=257.92>240. Take next rank XLE64.63. Both proposed name exposures <250 with other books empty in supplied current reset ledger; prior monitors'849.92 equity is superseded by current1000 reset context. Queue LIMIT one each lastclose*1.005,72h through Monday after regular close, horizon1–3months. P90 EEM10.7179634933%, XLE20.63484436% yields gain7.22 and13.34 versus stop losses1.89 and2.53, 3.82R/5.27R after rounding. One-share default controls sizing; empirical halfKelly not estimable from fundN0 and simulation not calibrated live odds, so no size increase. Combined10%gap13.20=1.32% equity; gap beyond stop can exceed4.42 planned risk. Residual108 is structural after two required single-share slots, not discretionary cash avoidance. No individual stocks/non-US direct listings/crypto orders: fixed universe defines scope. Strong counterargument is momentum reversal and price gaps; filters do not eliminate them. If pending price moves >ATR from order limit cancel/requeue to fresh close+0.5%; if filled reconcile exits to actual entry and ratchet only in profit max(existingstop,SMA200,high20-2ATR20). Rerank monthly first trading run or stop. Sources each bar URL in technical table, https://runway.adityaperswal.workers.dev/data/stock-bars .

Start state: Supply101.99cash, account849.92, no positions or queued orders; no holdingR/daysheld/stops to reset. Goal: own bottleneck cash capture with asymmetric exits. Binding constraint: current qualified entry plus defensible payoff, not desire to meet350.08funding shortfall. Premises: 1. Own two historical winners were operator exits, not validated manager exits. 2. Friday refreshed panel onlyFRO passes breakout; frozenFRO3311 training-77.277%/holdout-10.760%N11 still fails. Corrected specialdividend makes raw-4.83% not economic loss; no after-exdate dividend capture. https://www.frontlineplc.cy/fro-declares-special-one-time-dividend-after-sale-of-two-vllcs/ 3. TEN52.09 belowpriorhigh52.81 and about.455R on frozen45.41/55.36; LPG58.15 below58.31 and priorholdout-25.659%N10. https://runway.adityaperswal.workers.dev/data/stock-bars ; https://www.tenn.gr/wp-content/uploads/2026/09/tenn091026.pdf 4. NVT is a new real candidate: costed daily holdout+38.014%,stress+34.741%,N12 and positive adjacent cells; but157.88<162.57 trigger. Same ruleHUBB holdout-21.133%. NVT cash supports interest, yet capacity investment/input inflation and acquisitionfinancing dilute rent (3365/3376); price-only 3Rthreshold199.153 not approved fairvalue. Sources https://www.sec.gov/Archives/edgar/data/1720635/000162828026051428/nvt-20260630.htm ; https://www.sec.gov/Archives/edgar/data/1720635/000110465926107974/tm2625115d3_ex99-1.htm . Conclusion: zero new orders, zero exit changes,101.99cash. Validity: no qualified researched setup ->cash for this run, NOT proof no opportunity market-wide. Strong countercase: currentAI/freightregime can differ from history; positive NVT test earns monitoring rather than an automatic veto because CI crosseszero. Reopen on qualifying price/cash/target evidence, with halfKelly constrained bycaps and stress, approximate quarterprobe16.61 atcurrentNVTstress inputs; recompute atactualentry. 15min/+2R manager-policy validation remains distinct from daily fixed-bracket study. Due386/387 resolved, nextresearch392 and Sep29financing393 set; preserveMonday388 Panama. Collector272 replaces271 after local1671chars END8/8; firstremote stillunverified, check392;270 healthy. FROSep16/17fullreports, product-levelNVT margins and broad non-US instrument eligibility not resolved; no claim acted on from those gaps. No new separate FUND: electrical bottleneck case fitsSupply.

Premises: 1. Sep15 prospectus says Maverick TTMJune30 revenue527m, acquisitionQ4expected,1650m new debt versus1500m existingprincipal. https://www.sec.gov/Archives/edgar/data/1720635/000110465926107974/tm2625115d3_ex99-1.htm 2. Aug24 issuer estimatesFY26 revenue700m and11.5x adjustedEBITDA purchase multiple on1750m. ImpliedEBITDA152.174m/21.74%margin are forecasts. 3. Fixed800m notes at6.15%=49.2m/year plus850m floating at assumed5–8% gives91.7–117.2m annualnewinterest; acquired EBITDA less this is34.97–60.47m before other costs. Compare unlike periods explicitly: projectedFY versus trailingJuly2025–June2026. Sellers receive purchase price; shareholders need operating execution. https://investors.nvent.com/press-releases/press-release-details/2026/nVent-to-Acquire-Maverick-Power/default.aspx ; https://investors.nvent.com/press-releases/press-release-details/2026/nVent-Prices-800-0-Million-Senior-Notes-Offering/default.aspx 4. NVT157.88/5.05guide=31.26x; halfyearFCF221.1m/(164.1mdilutedshares*157.88)=0.8534%, not annual yield and not acquisition-proforma. Reference priorhigh184.40 yields1.923R against2ATR stop144.375 after12bp assumedroundtrip. >=3Rrequires199.153,39.44x unchangedFYguide or higher sustainableEPS. UnconditionalP90historical60daygain28.1% could reachthat, but is not provenfairvalue or currentconditionalprobability. Valid conclusion: positive historical strategy and good company can coexist with no current breakout and insufficient fully grounded business target. Strongcountercase: continuedgrowth/acquisitionaccretion lifts EPS rather thanmultiple; read realizedpostdealfiguresbeforeassigning quantifieduplift. Do not use missing cash certainty as permanent veto: next qualifying trigger merits a small independently costed probe if target economics improve.

1. Fresh Sep18 SIP/all eleven-name collector panel: only FRO closes above prior20high and SMA50. STNG87.16<87.85, TEN52.09<52.81, LPG58.15<58.31, BWLP25.66<26.14 and SWKS88.76<91.32 lost the previous-day breakout condition; VIST/CCJ/HWM/KMT still fail. NVT157.88>50SMA156.4076 but belowprior20 162.57; HUBB446.92 below50SMA475.396 and200SMA484.0453. Recorded every panel datum. https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all 2. FRO rawSep17close54.03 toSep18 51.42=-4.83065%; adjusted50.66to51.42=+1.5002%. Sep11 issuer declared.80special additionalto2.61ordinary, both expectedNYSEexSep18. https://www.frontlineplc.cy/fro-declares-special-one-time-dividend-after-sale-of-two-vllcs/ . Simple cash-inclusivereturn+1.48066%, not raw4.83%loss. This supersedes memory's conditional/undatedspecial. No after-exdate dividendcapture edge. 3. NVT2ATR stop proxy144.37482; gross3R198.39554 becomes only2.94466R after12bp roundtrip assumption; costed3Rthreshold199.15336. Old252high184.40 gives1.92269R. Current60daygainP90 28.1083% would project202.257, a statistical tail sensitivity rather than approved fundamental fairvalue. 4. TEN frozen business levels45.41/55.36 retained; at52.09 payoff roughly.455R after30bp roundtrip assumption, still below3R. No tighterstop or highertarget fabricated to pass. Signals+SMA correlated, not independent corroboration. No holdings so no live exits moved; no order until entry plus defended payoff.

1. numpy seed91900,20000 paths x20 trades sampled IID from36 frozen NVT2018–24 costed trades. At12%account notional eachtrade, terminal P5/median/P95 returns -1.594/+7.302/+17.559%,terminal loss9.2%,P95maxdrawdown5.576%. These conditional model outputs are not current stock target odds, elapsed20trade duration or loss bounds. Different regimes and clustered losses can invalidate them. 2. Measured worst daily openinggap since2018 -16.0305%; separate deliberately doubled32.061% stress, with2ATR stop8.5541% and50bp allowance, gives38.3726% notional loss scenario. Normal3% account stress budget25.4976=>notional66.4474 belowfund101.99; quarter probe16.6118 if a later entry qualifies. A jump greater than stress can lose more. Fractional RTH-only exits would apply because whole share157.88 exceedsfundcap; marketclosed so no fractionalorder now. 3. Point-estimate halfKelly(average payoff) .11196 ofriskbank training would be constrained by normal3%equityrisk andfund12%notionalcap; do not use it literally as position risk. Current signal false and nettarget not approved ->actualsize0. Source https://runway.adityperswal.workers.dev/data/stock-bars (URL typo correction: https://runway.adityaperswal.workers.dev/data/stock-bars ). This supersedes no prior stress probability, and imposes no assumed5% disaster veto.

1. Corrected longonly baseline3368–71: NVT training36 mean3.036%/trade, bootstrap95%CI[-.185,6.415]%; holdout12 mean3.772%,CI[-4.197,12.995]%; win44.44%/33.33%. Training avgwin13.558%,avgloss5.382%; holdout avgwin24.078%,avgloss6.380%,consistent with fat-tail return concentration. 20000 IID trade draws seed91900; dependence/nonstationarity can widen uncertainty. 2. All6 adjacent NVT holdout cells positive(+38.0 to+117.0%); not six independent discoveries and do not select best. HUBB baseline holdout-21.13%,2/6cells positive; transfer of same industrial narrative not supported. 3. Supply query_trades yields two operator-liquidated winners FRO/STNG, no stop/target exits; 2/2 win rate cannot estimate a strategy stop probability, average losing trade or execution slippage without reference quotes. Source query_trades(fund=supply), datedSep2–4 after reset. 4. Historical point-estimate halfKelly risk fraction NVT.11196training/.07833holdout, HUBB holdout0. These are average-payoff approximations, not permission to put11% account risk into one trade; normal3% equity risk/caps override. Source https://runway.adityaperswal.workers.dev/data/stock-bars . Conclusion NVT merits a prospective signal/cash monitor; statistical confidence alone neither vetoes nor authorizes entry. Current missing trigger and current target economics control.

Ran node /app/agent/dist/backtest.js --symbols NVT,HUBB --strategy breakout --lookback20 --days2000 --stop-pct8 --target-pct24. Local engine audit: IEX daily, current-close signal/entry, signal exit, fixed8/24 brackets, no fees/slippage, no train/holdout; therefore use only as screen, not live edge. NVT return-7.3167%,DD33.1769%,win35.0427%,N117; HUBB-35.6065%,DD41.8128%,win32.1739%,N115. Buyhold475.656/136.974%. Does not contradict independent SIP next-open fixed-ATR60session strategy3368–71: entry/exit/feed/costs differ. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=iex&timeframe=1Day ; corrected costed training/heldout stats are separately recorded. Reject using CLI screen alone for an order.

Hypothesis: capacity-constrained electrical suppliers with cash growth can benefit from a closing breakout. Fixed baseline before calculation: close above prior20 closing high and SMA50, next-session open; stop2x prior20 arithmetic ATR, target6xATR, maximum60sessions; no intrabar target-before-stop assumption. Separate periods start flat, training2018–2024 and holdout2025–Sep18,2026. Entry-day lows checked; gap stops fill at open, intraday stops at level; fees1bp/slippage5bp eachside, stress15bp. vectorbt longonly portfolio; manual product of trade returns reconciles within1e-8. Initial default-direction run accidentally allowed shorts; discarded before any recorded result/order; only corrected results saved. {"symbol":"HUBB","lookback":20,"ATR_multiple":2,"period":"holdout","slippage_bps":5,"return_pct":-21.13292453225124,"drawdown_pct":30.493533223875357,"win_pct":18.181818181818183,"n":11,"mean_trade_pct":-1.758224422557041,"targets":1} Stress {"symbol":"HUBB","lookback":20,"ATR_multiple":2,"period":"holdout","slippage_bps":15,"return_pct":-22.84905539539477,"drawdown_pct":31.801758858962316,"win_pct":18.181818181818183,"n":11,"mean_trade_pct":-1.9545118335165357,"targets":1} Source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all . Daily proxy omits 15-minute enforcement, discretionary +2R ratchet and afterhours gaps; cannot treat it as validated live-manager expectancy. Adjacent L10/20/40 x ATR2/3 diagnostics recorded, no parameter chosen using holdout. NVT current signal false; HUBB belowSMA50. Historical fundamental filter unavailable, survivorship/selection risk and few recent trades remain. Results support NVT further prospective validation, not an order tonight.

Hypothesis: capacity-constrained electrical suppliers with cash growth can benefit from a closing breakout. Fixed baseline before calculation: close above prior20 closing high and SMA50, next-session open; stop2x prior20 arithmetic ATR, target6xATR, maximum60sessions; no intrabar target-before-stop assumption. Separate periods start flat, training2018–2024 and holdout2025–Sep18,2026. Entry-day lows checked; gap stops fill at open, intraday stops at level; fees1bp/slippage5bp eachside, stress15bp. vectorbt longonly portfolio; manual product of trade returns reconciles within1e-8. Initial default-direction run accidentally allowed shorts; discarded before any recorded result/order; only corrected results saved. {"symbol":"HUBB","lookback":20,"ATR_multiple":2,"period":"train","slippage_bps":5,"return_pct":29.622942449060268,"drawdown_pct":32.259413005863905,"win_pct":34.883720930232556,"n":43,"mean_trade_pct":0.9504845423487236,"targets":11} Stress {"symbol":"HUBB","lookback":20,"ATR_multiple":2,"period":"train","slippage_bps":15,"return_pct":18.94125314366264,"drawdown_pct":33.000543941158,"win_pct":34.883720930232556,"n":43,"mean_trade_pct":0.7487851214103924,"targets":11} Source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all . Daily proxy omits 15-minute enforcement, discretionary +2R ratchet and afterhours gaps; cannot treat it as validated live-manager expectancy. Adjacent L10/20/40 x ATR2/3 diagnostics recorded, no parameter chosen using holdout. NVT current signal false; HUBB belowSMA50. Historical fundamental filter unavailable, survivorship/selection risk and few recent trades remain. Results support NVT further prospective validation, not an order tonight.

Hypothesis: capacity-constrained electrical suppliers with cash growth can benefit from a closing breakout. Fixed baseline before calculation: close above prior20 closing high and SMA50, next-session open; stop2x prior20 arithmetic ATR, target6xATR, maximum60sessions; no intrabar target-before-stop assumption. Separate periods start flat, training2018–2024 and holdout2025–Sep18,2026. Entry-day lows checked; gap stops fill at open, intraday stops at level; fees1bp/slippage5bp eachside, stress15bp. vectorbt longonly portfolio; manual product of trade returns reconciles within1e-8. Initial default-direction run accidentally allowed shorts; discarded before any recorded result/order; only corrected results saved. {"symbol":"NVT","lookback":20,"ATR_multiple":2,"period":"holdout","slippage_bps":5,"return_pct":38.01431920685477,"drawdown_pct":30.443203166088118,"win_pct":33.33333333333333,"n":12,"mean_trade_pct":3.7722441127324444,"targets":3} Stress {"symbol":"NVT","lookback":20,"ATR_multiple":2,"period":"holdout","slippage_bps":15,"return_pct":34.74140408033717,"drawdown_pct":30.859294874456864,"win_pct":33.33333333333333,"n":12,"mean_trade_pct":3.5649068063104035,"targets":3} Source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all . Daily proxy omits 15-minute enforcement, discretionary +2R ratchet and afterhours gaps; cannot treat it as validated live-manager expectancy. Adjacent L10/20/40 x ATR2/3 diagnostics recorded, no parameter chosen using holdout. NVT current signal false; HUBB belowSMA50. Historical fundamental filter unavailable, survivorship/selection risk and few recent trades remain. Results support NVT further prospective validation, not an order tonight.

Hypothesis: capacity-constrained electrical suppliers with cash growth can benefit from a closing breakout. Fixed baseline before calculation: close above prior20 closing high and SMA50, next-session open; stop2x prior20 arithmetic ATR, target6xATR, maximum60sessions; no intrabar target-before-stop assumption. Separate periods start flat, training2018–2024 and holdout2025–Sep18,2026. Entry-day lows checked; gap stops fill at open, intraday stops at level; fees1bp/slippage5bp eachside, stress15bp. vectorbt longonly portfolio; manual product of trade returns reconciles within1e-8. Initial default-direction run accidentally allowed shorts; discarded before any recorded result/order; only corrected results saved. {"symbol":"NVT","lookback":20,"ATR_multiple":2,"period":"train","slippage_bps":5,"return_pct":147.57958759279143,"drawdown_pct":23.404508338535944,"win_pct":44.44444444444444,"n":36,"mean_trade_pct":3.036020094846493,"targets":12} Stress {"symbol":"NVT","lookback":20,"ATR_multiple":2,"period":"train","slippage_bps":15,"return_pct":130.38043745758864,"drawdown_pct":23.862705817854334,"win_pct":44.44444444444444,"n":36,"mean_trade_pct":2.83015376658531,"targets":12} Source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all . Daily proxy omits 15-minute enforcement, discretionary +2R ratchet and afterhours gaps; cannot treat it as validated live-manager expectancy. Adjacent L10/20/40 x ATR2/3 diagnostics recorded, no parameter chosen using holdout. NVT current signal false; HUBB belowSMA50. Historical fundamental filter unavailable, survivorship/selection risk and few recent trades remain. Results support NVT further prospective validation, not an order tonight.

1. Sep18 Fed G17 primary, August preliminary: total output unchanged; manufacturing fell0.3%, utilization75.7%,2.5pp under long-run average; mining utilization86.3% is1.1pp above its long-run average. June manufacturing growth revised0.3% to0.1%. https://www.federalreserve.gov/releases/g17/current/default.htm 2. Inference: aggregate slack weakens the claim that all industrial suppliers can raise prices; it cannot refute a specific switchgear/cooling bottleneck. 3. Strongest counterexample: nVent Q2 cash and sales grew despite macro slack. Different products, periods and demand composition make both partly true. Current manufacturing weakness does not identify an outage, nor imply an AA buy. No consensus surprise claimed. Conclusion: resolve due387 as observed and no automatic order. Missing: plant-level constraints and matched realized margins for an incremental commodity trade. Existing fixed-rule failures cannot be replaced by this macro headline.

Own holdings zero: R earned, days held and live stop resets are not applicable. Attack the prospective theses rather than invent positions. NVT: (1) power/cooling demand converts capacity into sales and cash, proven Q2; (2) nVent buys scarce integration/switchgear skills for $1.75bn plus up to$550m, with fixed financing burden while new cooling factory starts H12027; (3) acquisition sellers and lenders capture part of rent immediately while hyperscalers gain capacity; shareholders keep residual only if margins/working capital beat financing and competition. Bear is overpaying for a temporarily scarce capability; best rebuttal is complementarity and 11.5x anticipated acquired EBITDA versus strong existing margins, not guaranteed synergy. Sources https://investors.nvent.com/press-releases/press-release-details/2026/nVent-to-Acquire-Maverick-Power/default.aspx ; https://investors.nvent.com/press-releases/press-release-details/2026/nVent-Expands-Data-Center-Liquid-Cooling-Capacity/default.aspx . LPG/BWLP: (1) tentative Panama maintenance reduces slots; (2) routing increases ton-miles but unpaid waits/tolls may absorb rent; (3) new ships and route normalization can compress peak TCE, so current congestion is not future equity cash. Today ACP index still heads A35/A34, no newer amendment found in bounded index check https://pancanal.com/en/maritime-services/advisory-to-shipping/ ; prior independent cash/risk review3347 remains. ALM: (1) offtake can finance restart; (2) metallurgical recovery/capex and undisclosed floor determine accepted-tonne margin; (3) recovered supply improves WBH security and can reduce the scarcity premium. PSIX: (1) power demand creates shipments; (2) customer-owned refund liabilities reduce owner cash claim; (3) capacity/competition can favor customers without sustaining stock premium. Sources https://www.sec.gov/Archives/edgar/data/1670061/000149315226043044/ex99-1.htm ; https://www.sec.gov/Archives/edgar/data/1137091/000162828026054328/psix-20260630.htm . Collector270 reports same accessions at20:46Sep18, not independently new cash. Facts end at sourced contract/period; subsequent consequences are conditional inference. No new orders from narration.

Premises: 1. July31 Q2 release reports $167m quarterly FCF and $5.00–5.10 FY adjusted EPS guidance; H1 continuing FCF is $221.1m, 62.1% of continuing net income. https://www.sec.gov/Archives/edgar/data/1720635/000162828026051203/q22026nvtpressrelease.htm 2. Q2 gross margin fell 70bp to37.9%, despite volume; the 10Q attributes inflation, mix and capacity spending, and reports $25m tariff reimbursements offset by incremental tariffs. Operating leverage can improve operating margin without stronger unit pricing. https://www.sec.gov/Archives/edgar/data/1720635/000162828026051428/nvt-20260630.htm 3. FY25 10K describes mostly multisource adequate materials and competitive markets; no quantified singular supplier bottleneck established. https://www.sec.gov/Archives/edgar/data/1720635/000162828026008608/nvt-20251231.htm 4. Sep17 signed $600m undrawn acquisition facility; Sep15 priced $800m 6.15% notes, $49.2m annual coupon, expected Sep29 close. https://www.sec.gov/Archives/edgar/data/1720635/000110465926108580/tm2625610d1_8k.htm ; https://investors.nvent.com/press-releases/press-release-details/2026/nVent-Prices-800-0-Million-Senior-Notes-Offering/default.aspx . Strongest bear: mix/input inflation, working capital and financing consume the apparent AI rent; 2027 new capacity plus competitive pricing can compress returns before capex earns back. Counterexample: Q2 actual FCF and Systems Protection margin improvement show real operating benefit; volume growth can overwhelm these costs. Valuation at Sep18 adjusted157.88 is31.26x guided midpoint5.05, not a proven bargain. July guidance may not include prospective acquisition effects; no invented revised EPS. Conclusion valid: cash evidence supports watch, but does not logically establish a3R stock payoff. Soundness bounded by issuer incentives, historical quarter, missing product-level price/margin and customer concentration. Price and fees are separate tests; no order from this analysis.

Premises:1 currentledgerempty and Coreflat/noqueues;2 fresh3352 fixedsignals selectEEM/QQQ/IWM;3 venueclosed untilMondaySep21 13:30UTC and mandate requiresRTHfractional notionalmarket;4 risk3361 setsconditional276.80 exposure. Conclusion noorderthisrun, notbearishcash; missedFridaydeployment remainsoperationalbreach, causeunknown. New389Monday13:50UTC review requires actualsubmission/fillreceipts perlot,390next02UTCresearch verifieschanges;385Mondaycontextpreserved. Resolved375/383/384 with ledger and actualFed/BLS outcomes; no fictitious fills/exits. Strongestbearcases3360, dependencies3354 andbootstrap3355 constraininterpretation butdonot veto rule. OwnpositionR/daysheld/exitraising N/A, noownclosedtrade; trade11Core not reassigned. PlanEEM90.04 stop65.1435 target74.214251;QQQ103.20 stop704.90264 target838.105473;IWM83.56 stop277.666 target320.524605 referenceonly, recalcactualentry,1–3mo. Exitprofitratchet max(existing,SMA200,high20-2ATR),neverloosen; rerankmonthly/stopafterentry. No scheduledcollector required before02UTC because selectedmarketsclosed/ownflat; crypto nottop3. Currentruncomplete~5min under39minuteplan, records/3lessons saved, nooverrun/newfundproposal. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://www.federalreserve.gov/releases/g17/current/ ; https://www.bls.gov/news.release/laus.nr0.htm .

Premises:1) Own query_trades empty and supplied ledger flat/noqueues; Sep18 monitor374 did not produce orders. Cause unverified; do not assert authentication failure explains this session. No own close lesson due; EEM11 belongs to other fund.2) Technical3353 selectsXLK/XLE/XLV; simulation risk formula gives106.70each with currentequity849.92/cap339.97.3) Current weekend/closed equities; mandate only RTH fractional notional MARKET, not whole-share or limit substitute. Conclusion no order now; closed session justifies current wait but does not excuse missed eligible RTH deployment, an unresolved mandate execution failure. Replace stale374 with MondaySep21 13:50UTC review, not queued order. At first available RTH refresh ledger/equity/cap/cash/queues/currentE/completed data BEFORE each fill, preserve common equal slot under tightest stress. Stop E-2ATR,targetE*(1+P90),1–3months. Indicative XLK183.311/224.4171,XLE61.78055/77.58027,XLV164.05906/186.28758. After each order require actual fill/stop/target receipt; if pending do not duplicate; if rejected record actual reason and repair feasible issue same run. Once held reviewR/horizon,profit-onlyratchet max(existing,SMA200,high20-2ATR); stop triggers full rerank/lesson; otherwise monthly rerank firstOctobertradingrun. No new macro gate/Kelly/backtest/3R target override; funding shortfall absent. Collector267 last completed note3580END11/11, nextSep19 06:16 percontext; no newer receipt expected yet. Keep existing collector, no redundant jobs. Resolve381 actualFed/BLS review3358; preserve382 Mondaycontext. Valid inference conditional on future session/state. Between now and next02UTC run market staysclosed; no signal requiring new overnight execution job. Who benefits: actual fills give mandate exposure; repeated reminders without receipts do not. No newFUND warranted.

Premises:1) Technical3353 fresh adjusted SIP https://runway.adityaperswal.workers.dev/data/stock-bars; equity849.92/cap339.97.2) Retain existing stress definition r=2ATR/E,g=max(.10,2*abs(worsthistoricalnegativegap)),fraction=r+(1-r)*g+.005; N=floorcents min(cap/3,.25equity,(.02equity-.01)/maxfractions). XLK/XLE/XLV g=.125185405/.115854679/.1;common106.70,320.10total,19.87residual. Loss16.986945/16.605722/13.673363 <16.9984 per lot; sum47.266029. Model not guarantee: loss-to-zero106.70 perlot exceeds2%, unobserved gaps may exceed history. Equal weights obey tightest constraint, no correlation discount.3) New completedbar and bear attack justify drift sensitivity, not strategy validation. Joint circular5day bootstrap recent252 daily returns,10000paths,seed91900,60sessions; both recent drift and subtract each asset samplemean. Fixed initial close-cross stops/targets,50bp exit penalty including survivors atday60; no entrycost,intraday touches,profitratchet or manager timing. Output orderedXLK/XLE/XLV: {"recent_drift":{"basket_p05_p50_p95":[-13.693703964538782,12.875985432485985,38.35559961601006],"negative_fraction":0.1952,"stop_frequency":[0.5768,0.3935,0.4811],"target_frequency":[0.2544,0.2356,0.2997]},"zero_drift":{"basket_p05_p50_p95":[-15.94135830457819,-2.7910382519289096,17.931293901604363],"negative_fraction":0.5747,"stop_frequency":[0.7557,0.6521,0.7065],"target_frequency":[0.1024,0.0509,0.128]},"names":["XLK","XLE","XLV"],"n":10000,"seed":91900,"horizon":60,"joint_stress":47.26602936450736,"loss_to_zero_perlot":106.7}. Conclusion model median flips sign if recent drift vanishes; cannot convert target frequencies to actual expectancy or Kelly. Retain mandate sizing/targets rather than selecting favorable simulation. Historical worst gaps and finite resampling omit unseen tail states; genuine live win odds unavailable. No repeat edge backtest per explicit mandate.

Premises:1 fresh3352 selectedEEM/QQQ/IWM;2 equity849.92,cap407.96,positioncap212.48;3 RTHfractional notional market only;4 frozen3293 crisis envelopes gEEM=.125794155019,QQQ=.109666233203,IWM=.138906519177 exceed current5year worstnegative gaps and carriedunchanged, not reestimated. N=floor cents min(cap/3,.25equity,25/[r+(1-r)*2g+.005]),r=2ATR/E; budget25 is below3%equity25.4976. Doubled envelope and50bp execution charge are stressassumptions. EEM90.04/QQQ103.20/IWM83.56 total276.80,residual131.16, approximatelyequal allocations adjustedforrisk. Perlot stressedloss24.999759/24.998967/24.998509; joint74.997235=8.824%equity, NOT guaranteedceiling. Reference EEM E67.03 stop65.1435 target74.214251 P90+10.717963%=3.808R; QQQ E721.45 stop704.90264 target838.105473 P90+16.169585%=7.050R; IWM E284.10 stop277.666 target320.524605 P90+12.821051%=5.661R. Horizon1–3months. Normalstop dollars6.793497 vs target37.050736 beforecosts. Fiveyear rolling60 P90 is upperdecile realizedreturn, not90%targethit probability. No calibrated Kelly/live winodds: mandate fixedsize takes precedence over generic guesses. At eachactualfill recompute E-2ATR and E*(1+P90), cap/risk using freshstate; validateactualreceipt. Once profitable ratchet max(existingstop,SMA200,high20-2ATR), neverloosen; no additional tightening justbecause red. Once invested rerank firstOct tradingrun orstop, otherwisehold subjectexits/horizon. Closedmarket now: do notqueue substitute limits orlower-ranked crypto. Friday nondeployment is operational mandate gap, cannot retrospectively cure withoffsession trade. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and prioranalysis3293/3344 frozenstress.

No open holdings; this attacks proposed initial lots, not fictitious positions. Premises:1 rule3352 still selectsEEM/QQQ/IWM;2 correlations3354 high;3 fractional exits wait forRTH;4 macro3356 is context not causal proof. EEM bear: annual+28.3116% can be stale strength while latest20days only+.6154%; cross-market/currency shocks can arrive before US exit access. First: overseas earnings/currency repricing; then: correlated ETF selling/stop gap; then: reduced capital at next rerank. Countercase price7.9535% aboveSMA and rank1 persists. QQQ bear: positiveFriday+.6319% and9.0178% aboveSMA can coexist with abrupt discount-rate or earnings repricing; momentum does not value earnings. First: discount-rate/earnings shock; then: shared growth exposure reprices and correlations rise; then: simultaneous forced losses deplete risk budget. Countercase strongest20day+1.4798% amongchosen andrank2. IWM bear:20day-4.308%,Friday-.466%,only3.8716% aboveSMA alongside weaker manufacturing makes trendfailure nearest. First: weaker activity hurts sales/cash; then: refinancing/margin pressure could accelerate selling; then: SMA/stop breach and RTH-delayed exit. Countercase August payrolls broadly stable,20day weakness doesnot nullify annual+20.1319%. These chains are conditional hypotheses, not measured forecasts/issuer valuation. Who benefits: liquidity providers collect spread; cash holders avoid initial gap but miss momentum recovery. Startflat,goal initiallong allocation,bindingRTH plusstresssize. Validity: if fresh ranked eligible and executable, deploy; soundness limited by adjustments, datarevisions and novel gaps, not defeated by narratives. No fundamental veto or enlarged funding-driven size. Sources https://runway.adityaperswal.workers.dev/data/stock-bars ; https://www.federalreserve.gov/releases/g17/current/ ; https://www.bls.gov/news.release/laus.nr0.htm .

Premises: adjusted SIP https://runway.adityaperswal.workers.dev/data/stock-bars; present selected basket ex-post, complete daily returns1331. Equal-weight constant daily returns are descriptive, not realized manager returns or edge retest. Correlations/distribution: {"corr60":{"XLK":{"XLK":1,"XLE":-0.22408197315356568,"XLV":-0.46584282477992034},"XLE":{"XLK":-0.22408197315356568,"XLE":1,"XLV":-0.020044931678771718},"XLV":{"XLK":-0.46584282477992034,"XLE":-0.020044931678771718,"XLV":1}},"corr252":{"XLK":{"XLK":1,"XLE":-0.18019478917094045,"XLV":-0.10762663426047785},"XLE":{"XLK":-0.18019478917094045,"XLE":1,"XLV":-0.039825192100027294},"XLV":{"XLK":-0.10762663426047785,"XLE":-0.039825192100027294,"XLV":1}},"worst":-0.07091272110326936,"p01":-0.027520426024856548,"latest":0.0010214650662413078}. Worst historical equal basket day-7.0913% contrasts negative pair correlations over60/252days. Counterexample to assumed protection: correlations can turn positive in liquidation; shorter windows exclude old common crashes. At planned320.10 exposure the historical worst-day rate maps to about22.70USD, not bound, not necessarily stop-managed PnL. Conclusion do not enlarge fixed risk sizing for apparent diversification. Overlapping P90 60day samples1255 are not independent trials. Prior leadership confirmed but breadth deteriorated; would change initial candidates if corrected rank/SMA eligibility changes, not because of macro narrative.

Premises:1) Fed Sep18 August release https://www.federalreserve.gov/releases/g17/Current/default.htm: manufacturing-.3%MoM,IPflat/+1.4%YoY, business equipment-.5%,energy materials+.7%,utilization76.3%; revisions present.2) BLS https://www.bls.gov/news.release/laus.nr0.htm August statepayrolls increased4 states,46+DC essentiallyunchanged; unemployment down8+DC,stable42. Independent agencies measure different populations; not a contraction consensus or measured surprise.3) Technical3353: XLK today+.819%,XLE-.264%,XLV-.249%, breadth7->4. No causal attribution from same-day coincidence. Conditional chains: XLE(1) weaker industrial activity reduces fuel demand while output persists;(2) commodity realizations/margins decline and producer cash returns/capex are cut;(3) equipment orders weaken and ETF momentum can reverse or gap through stop. Counterexample supply restraint offsets demand. XLK(1) slower equipment demand or disappointing capex monetization lowers revenue expectations;(2) fixed costs and depreciation weaken cash conversion, forecasts reset;(3) multiple compression across concentrated chip/platform holdings accelerates a stop before slow SMA catches up. Counterexample productivity profits sustain spend; equipment macro is not AI demand measurement. XLV(1) hypothetical reimbursement cuts or treatment-cost inflation pressure drug/provider economics;(2) estimates weaken and concentrated leaders derate;(3) defensive correlations fail during common liquidation, fractional stops await RTH. No new such policy verified today; macro release gives no direct XLV earnings inference. Counterexample durable treatment volumes cushion downside. Conclusion stronger bear context is evidence to preserve risk discipline, not override initial fixed top3. Scope is fixed11 US ETFs: foreign/crypto/single-name operations do not fit. Monitor381 review now complete; retain Monday382 household-spending review. No current holdings/closed own trades; cause of missedSep18 entry unknown.