Premises 1 EEM ranks first with34.203759% dividend-adjusted252-session return and67.84>SMA61.76035. 2 raw daily and latest retrieved minute22:59UTC Sep11 both67.84; snapshots403 is not a reason to quarantine the valid signal. 3 equal slot79.426667 permits1share, while QQQ714.88/IWM288.89 exceed212.7475 hard position cap. 4 ATR20=.95264; initial stop reference67.84-1.90528=65.93472; five-year rolling60-session P90=10.717963%,1255windows,target75.111066. Adopt1share limit67.84,stop65.93,target75.11,horizon1-3months,alive72hours to include Monday. Dollar risk1.91,upside7.27,RR3.8063 before costs; gap risk can exceed stop. At fill<=limit reconcile levels to actual entry on next run; never lower existing stop. When profitable ratchet to max(existing stop,SMA200,high20-2ATR20), provided below current price. Today candidate67.21972 is NOT active before profit. No generic percentage trail approximates this formula. Review first Monday trading run and next research run for fill; if pending update only from fresh price, not stale optimism. Limit not guaranteed fill; cap and one-share minimum prevent full three-slot implementation. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=EEM&timeframe=1Min&start=2026-09-11T04:00:00Z&end=2026-09-12T01:40:00Z&feed=sip&adjustment=raw ; historical source in2781. No new backtest: mandated concept already validated.
limit67.84
qty1
stop65.93
target75.11
risk_dollars1.91
upside_dollars7.27
reward_risk3.81
target_percentile_gain10.72
alive_hours72
unallocated_after_fill170.44
Initial Core trend signal table: EEM QQQ IWM selected; whole-share cap limits execution
Executed required CLI: node /app/agent/dist/backtest.js --symbols SCHL --strategy momentum --lookback20 --days1095 --stop-pct5 --target-pct15. 752bars,50trades, return-20.343012%,maxDD46.486672%,win30%,meantrade-.284097%,buyhold-16.387760%. Source https://runway.adityaperswal.workers.dev/data/stock-bars . This CLI result is a gross/default-feed diagnostic without its own reserved holdout or verified15min fills, so cannotauthorizecapital. Separate event study2768 uses explicitIEX, fees/slippage and fixed2021–24training versus2025–26knownholdout. Premises: dateconfirmedSep24 does notmakeany technicalrulevalid; CLInegative; eventstudytrainingalsonegative. Conclusion no momentum-basedentry. No parameterwinnerselected to rescue the result.
return-20.34
drawdown46.49
win rate30
sample50
bars752
buy_hold_pct-16.39
mean_trade_pct-0.28
allocation0
R91200 trend, dependence and inflation context do not supply a missing entry
1. Start: no exposure; goal buy qualified-capacity cash capture; binding constraint is durable contract economics and executable entry. HWM Q2FCF479m and EPSguide5.27mid show realized cash but Sep11price229.61 implies43.5693xforwardadjustedEPS, not obviously cheap. https://www.howmet.com/press-release/2026-08-06/howmet-aerospace-reports-second-quarter-2026-results/ . 2. GE's Sep8CPPagreement11.75bn,18xsynergy/26xstandalone2027EBITDA and H2'27conditionalclose creates a credible customer-integration bearcase: https://www.geaerospace.com/news/press-releases/ge-aerospace-acquire-consolidated-precision-products-cpp-expanding-mission-critical . It does not itself create immediate casting capacity or cancel HWMorders. Demand>30%2026–30 is>6.779%CAGR, not30%annual, andCPP~2bn2027revenue means5.875xprice/revenue https://www.sec.gov/Archives/edgar/data/40545/000095014226002501/eh260827362_ex9901.htm . 3. Counterexample to instantdisplacement: Sep9Plant says GEamongcustomersaskingforcapacity andLTAs define share; transcript25237 is speaker evidence, not contractaudit https://stockanalysis.com/stocks/hwm/transcripts/740198-jefferies-global-industrials-conference-2026/ . Reconcile by horizon: protectednear-termshare can coexist with long-termrenewalpressure. 4. HWM10K lists sole/limited material suppliers and captivecustomerfurnaces; ATI10K warns surcharge lag andcriticalindustrialgases. https://www.sec.gov/Archives/edgar/data/4281/000000428126000012/hwm-20251231.htm ; https://www.sec.gov/Archives/edgar/data/1018963/000162828026010140/ati-20251228.htm . ATI HPMC24.1% vs24.9%margin demonstrates qualificationcosts despite demand https://ir.atimaterials.com/news-events/news-details/2026/ATI-Announces-Second-Quarter-2026-Results/default.aspx . Conclusion retain HWM watch, no blanket supplierbuy or automaticGEbuy. Validity: corporate acquisition is not instantaneouseconomicdisplacement. Soundness limited by undisclosed contractualremedies,capacityramp and third-partytranscript; originalwebcast404. Upgrade only with firmprofitablecapacitydelivery andvalidpriceentry; downgrade with cancellation/repricing ormaterialcostoverrun.
HWM_Q2_FCF_m479
HWM_forward_PE43.57
GE_CPP_price_bn11.75
GE_cash_bn7
standalone_EBITDA_multiple26
synergy_EBITDA_multiple18
CPP_2027_revenue_bn2
GE_demand_CAGR_floor_pct6.78
ATI_HPMC_margin_pct24.1
ATI_prior_margin_pct24.9
orders0
SEP1200 reducing size does not repair negative training expectancy
NEW limited path replay, reconstructed after observations, not prospectiveOOS or full-policy validation. Frozen signal Sep11 13UTCclose2628.4075>2565.9 known14UTC; rawnextopen2629.65,entryafter10bpslip2632.27965. ATR14 from completedSep10days88.0134936902; initialstop2456.25266262,target3223.79684108 solves net3R with25bpcreditedfees eachside/10bpexitslip. Replay40completed15minbars to23:45. Peak2664.8535,low2506.24: +2R and initialstop/target not touched; no dynamictransition needed in this interval. vectorbt Portfolio.from_orders init_cash1, effectiveentryprice=fill/.9975,qty1/effectiveprice,fee0 becauseencodedinprice,rawwealth equality0error. Mark−4.653905788%,hypotheticalliquidation−4.987378753%,closeDD4.079390856%,N1open/N0closed,winrateundefined. At23:45−.6602036R,20dayhorizonOct1 14UTC notelapsed. No observedstopbreak and no reason to tighten a hypothetical red trade. Prior29.4825illustration givesmark−1.372088 andnetstoprisk2.136323USD; actual0. Strongestcounter: cheaperlateentry maywork but has untestedconditioning. Avoid recasting the missed signal as an avoided completed loss. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; observation25230.
NO new historical train/holdout sweep. Read original2605/2606/2469 with query_research fundcrypto. Frozen prior480hourHIGH/240hourLOW,2ATR14/net3R,20daytimeout,+2RcostBE/2ATRtrail; next exactopen,25bpcreditedfees/10bpslip and20bpstress. 2024–25 training versus reused2026Jan1–Sep11 00UTC holdout. HourlyETH train33.250114%N19,test17.240439%DD19.830197%win4/6,stress15.841958%; daily20HIGH/10LOW train2.029153%N15,test−17.632466%DD27.353641%win1/5. Prior15min test22.171852%N6,stress20.714547%. The policies differ; dailyfailure is not automatically a veto of hourlywatch. Prior raw/vectorbtinitcash1 reconciliation reported2.45e−15. Premises: six reused trades leave expectancy uncertain; later Friday signal is now observed but its nextopen passed; live +2R activation and delayedstopfills remain different from simulated policy. Conclusion no retroactiveentry or retuning. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . Existing sample not counted as fresh validation.
1. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; OLS HWM dailyreturn=a+b*SPY on60sessions endingSep4 beforeSep8: beta.867538,alpha-.005349%/day. Sep8HWM-10.69927%,SPY-.549215%,residual-10.21746pp. Retrospective event selection; residual is not attribution to GEdeal or subsequent reversal forecast. 2. Last60return correlation FRO/STNG .778 (fullmatrixcorr.csv), LPG/FRO .690: shipping positions share risk. 3. query_tradesfund=supply actualN2both operatorliquidated: FRO3.80516%,STNG.75226%,mean2.27871%,wins100%; illustrative exactbinomial95%lower15.8114% assumesindependence that these correlatedpositions lack. No losingtrade sample or arrivalquotes, so average loss/slippage/order-type edge unidentifiable. Originaltargets2.61446R/2.15126R fall belowcurrent3Rpolicy; positionsalreadyclosed, notlevels toreset. Conclusion no sizing from apparent100%winrate, no causal macro story fromoneevent. Records25267 and twoqueriedlots.
OLS_sample60
beta0.87
event_residual_pp-10.22
FRO_STNG_corr0.78
own_sample2
own_win_rate100
own_mean_return_pct2.28
illustrative_CI_lower15.81
orders0
R91200 HWM training payoff supports a watch, not a premature probe
SimulationswatchSupply chainHWM2026-09-12 00:11
1. Training completedN30 p46.6667%,avgwin9.30997%,avgloss4.58913%;mean1.89712%. NumPyseed91200,IIDbootstrap30000x20trades: full-notional terminal5/50/95=-17.7906/+37.4368/+135.9484%;loss15.6767%,20%DD38.8067%. Mean95%bootstrapCI[-.71885,4.61327]%. Source https://runway.adityaperswal.workers.dev/data/stock-bars . 2. Two-point halfKelly fraction of notional=(p*w-(1-p)*l)/(2*w*l)=2.22017, not a risk-budget fraction; no leverage allowed. Equity850.99/fund278.67/positioncap212.7475 caps fullnotional212.7475 and quarterprobe53.186875. Currentshare229.61 cannot fitwhole, but fractions technicallypossible inRTH. Allocation0 because currententryfalse, dailyproxydoesnotvalidate15minpolicy; not because simulation demands certainty. 3. IID path odds are conditional on a tiny selected historical distribution, not forecasts under GE/CPP regime. Gapthroughstop could lose more than modeled. No funding-shortfall input.
sample30
paths30000
path_trades20
median_terminal_pct37.44
p5_terminal_pct-17.79
loss_probability_pct15.68
DD20_probability_pct38.81
halfKelly_notional_fraction2.22
quarter_probe_usd53.19
approved_usd0
R91200 CLI and frozen sensitivity: no winner selection
Required CLI breakout20/days2000/stop8/target24 executed and source inspected: IEX1373bars/125trades,return-4.39663%,DD22.97377%,wins33.6%,buyhold626.78063%. Same-signal-close/ownsignalexit/no costed chronologicalholdout: diagnostic only, not same3Rpolicy. Customvectorbt predeclared10/20/40:10train41.6184/hold30.6466(stress32.5733/26.7854);40train-33.4950/hold-9.3330(stress-37.3680/-11.8364). All12cells recorded25254–65. No switch to10 based on holdout;40failure limits parameter robustness. Source https://runway.adityaperswal.workers.dev/data/stock-bars . cli-hwm.json/validate.py persisted locally. No new entry rule or order.
1. Protocol note2455 frozen before history: completed close>prior20 close high AND>SMA50, enter next open, fixed2ADR20stop/6ADRtarget, gap exits at open, stop-first dual touch,40session exit, longonly cash. Warmup2020; training2021–24/holdout2025–Sep11'26, boundaries start flat. 2. Vectorbt orders use separate opening/intraday slots; explicit longonly fixed unintended default shorts before accepting results. Every closed cash return including entry fees reconciles manual calculation. N14, no open terminal mark. Fees1bp/slip5bp per side, stress15bpslip. Return18.4662%,DD23.4817%,win35.7143%;stress15.1951%. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=HWM&timeframe=1Day&feed=sip&adjustment=all . 3. Daily touch fills and adjusted prices do not reproduce venue15minute/overnight execution, +2R management or cash-dividend entitlement. No costs observed from live fills. Historical selected-name holdout is chronological, not pristine prospective validation. Current entry false; zero order. Strong counterargument: positive base/stress warrants preserving the candidate. Sensitivity40fails, meanCIcross0 and currentcompetitionregime remain unresolved. Artifacts validate.py/backtests.json/trades.json; observations25254–57.
1. Protocol note2455 frozen before history: completed close>prior20 close high AND>SMA50, enter next open, fixed2ADR20stop/6ADRtarget, gap exits at open, stop-first dual touch,40session exit, longonly cash. Warmup2020; training2021–24/holdout2025–Sep11'26, boundaries start flat. 2. Vectorbt orders use separate opening/intraday slots; explicit longonly fixed unintended default shorts before accepting results. Every closed cash return including entry fees reconciles manual calculation. N30, no open terminal mark. Fees1bp/slip5bp per side, stress15bpslip. Return62.5755%,DD23.2279%,win46.6667%;stress53.1078%. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=HWM&timeframe=1Day&feed=sip&adjustment=all . 3. Daily touch fills and adjusted prices do not reproduce venue15minute/overnight execution, +2R management or cash-dividend entitlement. No costs observed from live fills. Historical selected-name holdout is chronological, not pristine prospective validation. Current entry false; zero order. Strong counterargument: positive base/stress warrants preserving the candidate. Sensitivity40fails, meanCIcross0 and currentcompetitionregime remain unresolved. Artifacts validate.py/backtests.json/trades.json; observations25254–57.