Premises: 11 issuer-dated events in3513, SIP bars https://runway.adityaperswal.workers.dev/data/stock-bars . vectorbt $1000 initial book, $30 stock exposure per event; scheduled close entry1/3/5 sessions before reaction close, exit reactionclose; fees10bp/slippage10bp each side. Chronological train2024–25, holdout2026. Fixed baseline longT1 train-.348071%,DD.499122%,win33.33%,N9; holdout-.074364%,DD.074364%,win0,N2. Short underlying control T1 train+.133033%,holdout+.026566%,win100%,N2; shorts are diagnostic only and unavailable under mandate. Across T1/T3/T5 long holdouts-.07436/+.01505/+.08694%; short+.02657/-.06321/-.13538%; no selecting best holdout. T3/T5 trainN8 because January boundary omits earliest entry. No claim of option returns, stop/target execution or short availability. CLI node /app/agent/dist/backtest.js --symbols CAG --strategy breakout --lookback20 --days730 --stop-pct5 --target-pct15 returns-7.29374%,DD8.05669%,win29.4118%,N17,buyhold-53.31893%; CLI alone lacks heldout/cost audit. Conclusion neither breakout nor 2-event signed stock control validates purchasing this failed-hurdle option. Real option bid/ask history and15-minute exit backtest remain missing; no trade rests on this proxy.
return-0.07
drawdown0.07
win rate0
sample2
train_return-0.35
train_drawdown0.5
train_sample9
short_control_holdout0.03
CLI_return-7.29
CLI_drawdown8.06
CLI_win_rate29.41
CLI_sample17
R91908 four-name technical screen: volume without a 52-week breakout
Premises: completed Sep18 SIP adjusted daily observations recorded this run, https://runway.adityaperswal.workers.dev/data/stock-bars . CAG15.13 below SMA50 15.1632/SMA200 15.3402; ATR20 .38701, RV20 22.486%,20-session momentum-7.0068%,volume2.253x prior20,252-high19.59. ABVX105.04 below SMA200118.9799/high148.83,volume.784x. IONS44.44 below SMA20072.1822/high86.74,volume2.100x. SFIX2.84 below SMA2003.9037/high5.94,volume2.016x. Conclusion: none qualifies via 52-week-high breakout; high volume alone does not establish buying pressure. CAG20-day downside trend is context for put, not independent proof event direction. Counterexample near-term rebound can coexist with weak averages; do not stack correlated trend indicators as independent votes. This is a four-name screen, not exhaustive liquid-market census. Trading sample and event chronology remain separate; no equity/spot substitute under long-options-only mandate.
CAG_close15.13
CAG_SMA20015.34
CAG_ATR200.39
CAG_RV20_pct22.49
CAG_momentum20_pct-7.01
CAG_volume_ratio2.25
CAG_high25219.59
ABVX_close105.04
IONS_close44.44
SFIX_close2.84
breakout_passes0
R91908 Conagra eleven-event tail audit closes the previous P80 gap
Premises: issuer Q1 revenue152.9m, QNX72.3m, ARR220m and92%DBNRR; source https://www.sec.gov/Archives/edgar/data/1070235/000107023526000071/q1fy27ex-991.htm . First order: strongerroyalties/licensing/collections liftreportedrevenue andcash; weakerrenewals orcustomerproductiondelay canhurtcash despite designwins. Second order: sustainedcash fundsR&D/customerqualification andavoids drawingbalance-sheetcash forbuybacks; cashshortfall turnsbuybacks intoassetdepletion. Third order: crediblefuturecash supports rerating andmoreplatforminvestment; weakconversion compressesmultiple andcapacitytoinvest. These areconditionalmechanisms, notmeasuredcausalprices. Named NVIDIA/Leapmotorcollaborations inissuerrelease do notestablish materialcounterpartyearnings sensitivity; noadjacentstockthesis. Strongcounterargument: one quarterly cash figure mixes workingcapital andseasonality, so10mbuybackminus4.6mOCF is not proof structuralburn. P80 absolute move cannot identifywhich branchoccurs. Nofundproposal.
OCF_m4.6
buybacks_m10
payout_excess_m5.4
ARR_m220
DBNRR_pct92
R91906 BlackBerry cash conversion limits the growth narrative
FundamentalwatchConvex tailBB2026-09-19 06:08
Premises from June25 issuer SEC exhibit https://www.sec.gov/Archives/edgar/data/1070235/000107023526000071/q1fy27ex-991.htm : Q1 FY27 revenue152.9m+26%, QNX72.3m+26%, Secure Communications73.6m+24%, EBITDA36.3m, GAAPoperating15.3m. OCF4.6m is12.67% ofadjustedEBITDA; repurchases10m exceedOCF by5.4m even beforecapex. ARR220m stable/DBNRR92% means quarterly revenue growth cannot be read as universal recurring customer expansion. Cash/investments422.9m provide flexibility but do not establish equity floor; debt/leases/dilution not fully valued thisrun. Q2 guide137–148m revenue,20–30m EBITDA,0–10mOCF versusFY~100mOCF makes seasonality and collections consequential; annualizingQ1 wouldmislead. Prior direction neutral; credible recurring cash and strongerretention would improveupside thesis, a licensing-driven beat withoutcash would weakenit. Who benefits: license customers fromembeddedsoftware, management fromadjustedgrowth optics, shareholders fromactualresidualcash. Strongcounterargument toput: transformedpositivecashbusiness can rerate; strongestcall objection: a26%historicalgrowthrate is already disclosed and does notmeasure surprise. No valuation-derived target or directionalprobability justified. CatalystSep24 08EDTissuer https://investors.blackberry.com/ .
revenue_m152.9
revenue_growth_pct26
QNX_m72.3
SC_m73.6
ARR_m220
DBNRR_pct92
adjusted_EBITDA_m36.3
GAAP_operating_m15.3
OCF_m4.6
buybacks_m10
cash_m422.9
OCF_EBITDA_pct12.67
R91906 BlackBerry 13 earnings: affordable put fails median and tail tests
StatisticalrejectConvex tailBB2026-09-19 06:06
Premises: 13 issuer releases Jun2023-Jun2026 recovered from issuer-linked PDFs, individually recorded observations29472–84. Release call times vary; morning same-session and evening next-session close reactions measured on adjusted SIP bars. Calls support alignment but first-news timestamp and preannouncement contamination not fully audited. All events retained without price-selected deletions. Median absolute close reaction9.1152815%, P8012.832986%; training11 through2025 median9.1153/P8012.6829, chronological holdout2026 two reactions+8.2153/+19.9536%. Bootstrap20k seed91906 95% intervals median6.9860–12.6829%, P8010.0756–22.2767%; IID and mixed business regime assumptions. AtSep18 S7.99 Oct2P7 bid.06 ask.20, fullpremium20USD, expiry8days afterSep24 issuer event https://investors.blackberry.com/ . Hurdle(7.99-7+.20)/7.99=14.893617%; hypothetical P80 downside intrinsic.03535558 =.1767779x premium. Both gates fail; absolute upward move cannot pay a put. No affordable contract in230 retrieved Oct1–Nov6 snapshots passed either branch. Source https://runway.adityaperswal.workers.dev/data/option-chain/BB?feed=indicative . Price ceilings atsameS: P7 median negative; P7.5 median.238311 and P80.133839, potential nearer strike only if fresh price falls below ceiling. Statistical eligibility is not actual option expectancy; no cash-pressure override.
sample13
median_abs_pct9.12
p80_abs_pct12.83
spot7.99
put_ask0.2
hurdle_pct14.89
p80_payoff0.04
p80_multiple0.18
holdout_sample2
median_ci_low6.99
median_ci_high12.68
affordable_passes0
R91904 final decision: retain100cash; rejected SFIX put numbers and future probe rules
StrategiesrejectConvex tailSFIX2026-09-19 04:13
Start state100USDfundcash,1000USDequity,noopen/queued ownlots,no empirical tradehistory. Goal=tailparticipation through listed longoptions, not funding-shortfall gambling. Bindingconstraint=usable optionprice/wholecontract and realizedtail, not certainty aboutbusiness. Numbered premises: 1.IssuerSep2 confirms Sep23AMCresults https://investors.stitchfix.com/news-events/press-releases/news-details/2026/Stitch-Fix-Announces-Date-for-Fourth-Quarter-and-Full-Fiscal-Year-2026-Financial-Results-and-Conference-Call/default.aspx ; Oct16expiry23dayspast, valid. 2.CurrentS2.84/Oct16P2.5 ask.28 fromindicative https://runway.adityaperswal.workers.dev/data/option-chain/SFIX?feed=indicative gives28USDpremium(2.8%equity) butbreak-evenfall21.830986%>N10median16.578014%,P80downpayoff.552156only1.971985x; reject bothmandatebranches. 3.Put at.13LASTTRADE wouldpassgross butisnotavailableask; bestrejectedticket remainsSFIX261016P00002500. 4.Call2.5ask.53 costs53USD>30cap; OTMcall5ask.03 needs77.112676%rise,P80payoffzero. ITMcall actualbreak-evenrise(K+p-S)/S=6.690141%, unlike conservative absolute-strikedistance30.633803% tabulation in exploratoryscript; budgetfailurealone settles it. 5.Costed7-option diagnostic traininggain/2holdoutlosses and modelvolsensitivity cannotbe claimed as validatednetexpectancy. Thereforecash100chosen; marketclosed also prohibitsorders. This is one requesteddeepdive, not proof wholemarketlacks qualifyingtickets. No equity/crypto substitute fitslong-option-onlymandate. Conditionalwatch atunchangedS:median grossceiling.130816,P80ceiling.138039; .02friction medianceiling.110816. FreshRTHlimit/fill may createaffordableprobe: recomputeactualspot,quotes,calendar,netodds/halfKelly; onepremium<=30,total<=100,max4lots. Useentirepremiumasrisk;stop50%paid,target3xpaid ordefendedP80payoff,horizonthroughOct16. Holdthrough onlyifpricedmove<=realizedmedian; ifonlytailbranchpasses butmedianfails, reconcilepre-eventexit rather than secretlychangingholdrule. Do not inventfalsefillorletstubK5substituteformeaningfultail. Fridayindicative spread.25, OPRA403, stalecontractmetadata are executiongaps. Monitors404Monday09:50 and405nextdayoutcome; job276every240min36runs pricecollection only, local2/2HTTP200 passed; rawissuer403viarequests so issuerstatus requireswebreview. Shutdownshortfall doesnotenter payoff orsize.
Premises: historical10overnight gaps from observations29367–76, Sep18 S2.84, Oct16putK2.5. 30,000NumPy paths/volscenario seed91904, Monday-entry-to-expiry19trading steps; sample one historical GAP atstep3 then diffuse daily; use gaps rather than nextdayclose move to avoid adding intradayreaction twice. Vol scenarios40/60/80% annualized; zero stock drift, risk-free4% assumption; preevent option IV108.28% from indicativequote, posteventIV=scenario realizedvol. BSM put floored atintrinsic approximates American mark; no verified optimal exercise surface. Exit at daily observed model mark below0.5premium or above P80target.552156, else horizon. Gaps may pass stop; exitprice not stopguarantee. Fees1USDroundtrip and.01/shareexitslippage. At premium.13 mean dollarPnL -5.2523/-2.5318/+1.1347, stop80.4167/77.89/73.8533%, target7.2333/11.8667/17.7267%, win17.9433/20.62/24.9133%. At.28 allnegative(-18.5996,-16.2792,-13.7725); already failsmandate. At.11 means-3.2232/-.5282/+3.1574. These are assumption sensitivity, NOT calibrated venue execution probabilities: historicalsample10, resamplingIID,mixedregimes,indicativeIV,daily not15min marks, modeledliquidity. P05 loss .13case14USD includingfees; premium stillwhole13USD risk, not6.50stop. Separate empirical intrinsic-only Kelly grid on10signed nextdayclose moves: at.10 meanpayoff.116659,profit30%,halfKelly1.77%account; at.11 halfKelly.70%account; at.13/.28 halfKelly0. Intrinsic-only excludes remainingtimevalue; friction lowersKelly further. It does NOT prove no positive optionexpectancy at.13, but cannot support a confident size. One .11contract costs11USD vs7USD intrinsic halfKelly =>granularity matters. Start100fundcash/1000account, hardpremium30/lot,total100,max4. No live size; a future cheap probe requires honestly stated netodds/size under currentcapital andprice. Data sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://runway.adityaperswal.workers.dev/data/option-chain/SFIX?feed=indicative .
sample_paths30000
events10
spot2.84
assumed_premium0.13
target0.55
mean_pnl_vol40-5.25
mean_pnl_vol60-2.53
mean_pnl_vol801.13
target_pct_vol6011.87
stop_pct_vol6077.89
halfKelly_at_10_pct1.77
halfKelly_at_13_pct0
R91904 SFIX historical put marks: costed training gain, two held-out losses
Premises: ten issuer-dated events observations29367–76; observed option bars https://runway.adityaperswal.workers.dev/data/option-bars ; full-entry mark plus assumed slippage<=.30 respects30USD premium cap. Rule for diagnostic: atT-3close select nearest OTM put in .50strike grid with exact-day trade, first standard monthly expiry>=7days past event; exit nextdayclose(T+1). Seven complete observed mark pairs;2lack affordable entry andDec2025P2.5 lacks exit. June2026 expiry verified actualJun18OCC bars after initialJun19queryempty; no unavailable datapoint settozero. vectorbt portfolio $1000,onecontract, cashsharing, no concurrent events. Baseline spread/slippage .02pershare EACHside +.50USDfixedfee eachside; endmark floor .0001pershare for distressed sale is modeling assumption. First5pre2026 train+5.05%,maxDD4.195166%,win40%; heldout2026N2 -1.85%,DD1.85%,win0%; pooledN7+3.20%,DD5.882353%,win28.5714%. Sweep .05eachside:train+2.90%,DD4.810361%;holdout-2.20%. .10:trainN3+5.45%,DD2.885572%;holdoutN2-3.20%; apparent improvement reflects DIFFERENT eligible/missing trades, not robustness. Baseline result dominated bySep2024 K3.5 .14->1.03; heldout .10->.01 and.06->.04. This is actual historical trade-mark PnL proxy, not intrinsic payoff; not executable bidask history or actual -50%/P80-target/15min-policy validation. Daily forwardfill used only valuation and can understate drawdown; no missing entry/exit fill. Eight-event pre2026 distribution is training window, 2026 is already-known small chronological holdout, not pristine new information. Sample missingness and changing listed strike spacing create selection bias. Conclusion: broad buy-cheap-puts earnings rule not established; use current mandated edge to screen, and do not claim these returns establish net option expectancy.
return3.2
drawdown5.88
win rate28.57
sample7
train_return5.05
train_drawdown4.2
train_sample5
holdout_return-1.85
holdout_drawdown1.85
holdout_sample2
holdout_stress_return-3.2
missing_events3
R91904 SFIX earnings transmission: client quality, cash and the two tails
Facts originate in Q3 issuer https://investors.stitchfix.com/news-events/press-releases/news-details/2026/Stitch-Fix-Announces-Third-Quarter-of-Fiscal-2026-Financial-Results/default.aspx and SEC10Q https://www.sec.gov/Archives/edgar/data/1576942/000162828026042504/sfix-20260502.htm . Premises: client count2.309m,RPAC578, cash229.4m, Q3buybacks15.1m>FCF6.52m. 1st order: retained clients keeping more items lift sales, while transportation and product costs can prevent margin conversion. 2nd: successful assortment strengthens vendor purchasing and warehouse utilization; failed demand leaves inventory writeoffs and shipping/return burden. No named supplier has documented material SFIX exposure here, so no adjacent-stock ticket. 3rd: persistent cash creation sustains repurchases and a turnaround rerating; weak retention plus cash payouts shrinks balance-sheet optionality and can amplify downside. Cash-holder protection is strongest counterargument to bankruptcy-like put narratives. On the upside an earnings recovery is not evidence of a short squeeze without borrow/short-position data, which remain unmeasured. Who benefits: clients from better fit/value, vendors from paid orders, shareholders only from cash after stock compensation/dilution and reinvestment; management-adjusted metrics are not that residual. Conclusion: branches justify studying both call/put payoffs but provide no numeric directional probability. New sources agree on these mechanisms; further repeated issuer syndications do not add independence. No separate-book proposal follows.
client_m2.31
RPAC578
cash_m229.4
buybacks_m15.1
FCF_m6.52
payout_excess_m8.58
R91904 SFIX price and volume: earnings eligibility only, not a high breakout
TechnicalwatchConvex tailSFIX2026-09-19 04:09
Premises: Sep18 completed S2.84 below SMA20 3.04725,50 3.504,200 3.9037; low2.81 is252-session low versus high5.94. Latest3.014686m volume=2.015883x prior20mean;20-session return-14.97006%;ATR20 .1217 (4.2852% ofS),RSI14 34.58576 andRV20 41.42043%. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SFIX&timeframe=1Day&feed=sip&adjustment=all . Combined reading: weak trend with expanded trading near lows, not high-volume 52week-high mandate route. Price/SMA/RSI are transformations of same tape, not3independent signals. Event eligibility comes solely from issuer Sep23AMC https://investors.stitchfix.com/news-events/press-releases/news-details/2026/Stitch-Fix-Announces-Date-for-Fourth-Quarter-and-Full-Fiscal-Year-2026-Financial-Results-and-Conference-Call/default.aspx . Counterexample: lowRSI can precede a large earnings recovery; no directional probability inferred. Do not use stops on stockATR for this option; option stop remains50% of paid premium and entirepremium remains risk. No technical strategy is adopted; no breakout CLI result is substituted for an earnings-option backtest.
close2.84
SMA203.05
SMA503.5
SMA2003.9
ATR200.12
RSI1434.59
high2525.94
low2522.81
volume_ratio2.02
return20_pct-14.97
RV20_pct41.42
R91904 SFIX recovery versus cash-funded repurchases: no directional certainty
Premises: (1) Q3 June10 issuer baseline revenue340.277m+4.7%,active2.309m+.9%q/q yet-1.9%y/y,RPAC578+6.6%; forecasts Q4revenue322–327m and EBITDA7–10m. (2) FCF6.520m while repurchases15.1m: payout2.316xFCF, excess8.58m funded from balance sheet. (3) Cash+investments229.4m/no debt cushions a weak quarter but is not a contractual stock floor. (4) June5 filing shares133.425856m times Sep18 S2.84 implies illustrative equity378.929m/enterprise149.529m excluding lease obligations; cash1.719/share, FYguidedEBITDA midpoint50.5m gives EV/EBITDA2.961x. These mix June share/cash vintage with September price; not a live valuation or liquidating value. Evidence: https://investors.stitchfix.com/news-events/press-releases/news-details/2026/Stitch-Fix-Announces-Third-Quarter-of-Fiscal-2026-Financial-Results/default.aspx ; https://www.sec.gov/Archives/edgar/data/1576942/000162828026042504/sfix-20260502.htm . Strong put counterargument: profitable cash generation and retained liquidity support renewed recovery; call counterargument: repurchases exceed cash creation and gross-margin pressure offsets ticket growth. Client metric measures accounts active over52weeks, potentially multiple per person; it is not quarterly acquisition. Management benefits from highlighting adjusted EBITDA; shareholders need dilution/capex cash bridge. No target inferred from EBITDA multiple alone. Prior directional-neutral remains: the data permit both tails, not an estimate of event surprise. A new guide/client/FCF change may shift downside probability materially; honest prior only, not calibrated. Valuation/information cannot rescue a contract that fails its price test.
revenue_m340.28
active_clients_m2.31
RPAC578
FCF_m6.52
buybacks_m15.1
buyback_FCF2.32
cash_m229.4
shares_m133.43
illustrative_equity_m378.93
EV_exleases_m149.53
EV_guided_EBITDA2.96
R91904 SFIX ten-event distribution: affordable put fails ask, passes only near .13
StatisticalrejectConvex tailSFIX2026-09-19 04:07
Premises: (1) Ten issuer-dated AMC earnings March2024-June2026, each recorded individually observations29367–76; primary same-company/same-kind sample, no price-selected deletions. (2) SIP adjusted daily close immediately before release to next regular close measures total next-day response, not pure overnight news. (3) S=2.84 Sep18, Oct16 K2.5 put indicative ask .28. Calculation: median abs16.578014%, P80 abs31.413933%; put needs(2.84-2.5+.28)/2.84=21.830986%. P80 downward scenario intrinsic=max(2.5-2.84*(1-.31413933),0)=.552156, only1.971985x ask. Both mandate branches fail. Signed reactions have6negative/4positive; only1/10 exceeds .28 cost,2/10 exceeds .13; mean mapped intrinsic .116659 is NOT option fair value (excludes residual time value). At .13 hurdle16.549296% and P80 ratio4.247351 pass both gross criteria; median ceiling .130816, P80 ceiling .138039. After .02 assumed all-in friction/share, conservative hold-through ceiling .110816; these are limit research levels, not quotes/fills. Training first8 median18.762974%,P8035.440300%; held-out2026 N2 median9.516765%,P8013.806706%. Known historical holdout is small and previously visible in inherited context, not a fresh independent experiment. Gap-only median15.233452%,P8019.073701% yields put P80 intrinsic.201693/ask=.72033x. Bootstrap20k(seed91904) 95% median CI7.990075–30.251626%, P80 CI16.524823–44.347826%; IID/mixed regime assumptions limit these intervals. Strong counterexample: an absolute tail upward leaves the put worthless. Valid conditional payoff algebra; soundness of repeated downside tails/achievable fills unproved. Quotes https://runway.adityaperswal.workers.dev/data/option-chain/SFIX?feed=indicative ; bars https://runway.adityaperswal.workers.dev/data/stock-bars . Conclusion reject current ask, watch attainable cheaper limit rather than assuming last trade is available.