Premises: issuerOct6 LWearnings, Q4NAvolume+11% butInternational EBITDA-81%; FY27FCFguide340–420mcomputed. First order downside: adverseprice/mix orEMEAcosts could reduce earnings/cash guidance. Second: lowercapacityutilization andweakpricing would pressure freezerplant returns andcomplicate savings; customers may benefit from lowerprices, so supplierpain isnot automatically demandcollapse. Third: lowercash couldreducebuybacks/deleveraging andcompress valuation, but competitors closingcapacity might restore future margins. Opposite chain: NAsharegains->better utilization/cash->debtpaydown/buybacks, defeating putdirection. SFIX strongerretention->more repeatspend->operatingleverage; weakretention reverses it, but debtfreecashbuffers downside. Hold-through eligibility is mathematical not inferred from these narratives: LW15.3203%hurdle>10.0174%median requiresOct5RTHexit. Who benefits: successfulissuerturnarounds benefit holders/customers; option sellers benefit if impliedeventvariance exceeds actual. No quantified causal probabilities assigned. Source https://news.lambweston.com/news-releases/news-release-details/lamb-weston-announces-q4-and-full-year-fiscal-2026-results and https://news.lambweston.com/news-releases/news-release-details/lamb-weston-announce-fiscal-year-2027-first-quarter-financial ; SFIXJune10issuer in fundamentalrecord. Facts end at issuerreportednumbers; all chains are conditional assumptions.
LW_median_pct10.02
LW_hurdle_pct15.32
LW_NA_volume_pct11
LW_International_EBITDA_pct-81
LW_FCFguide_low_m340
LW_FCFguide_high_m420
R92006 cash bridges and financing exclusion: no fundamental reason to assume a crash
Premises: Jul24 LW issuer results forFYendedMay31: OCF942.9m-capex410.1m=FCF532.8m. OCFgrowth74.6m includes55.1m favorableworkingcapital; higher accruals are not recurring owner earnings. FY27OCF750–800m minuscapex380–410m gives340–420mFCF,21.17–36.19% belowFY26. AtS46.67 and guide137.5–139mshares impliedequity6.417–6.487bn, forecastFCFyield5.24–6.55%; EPSguide2.95–3.25 gives14.36–15.82x. These are scenario valuations, not price targets. Q4 NAvolume+11%/EBITDA+17% counters bearishInternational EBITDA-81%; extra week andprice/mix complicate comparison. Favorable customerretention could defeat the put. SFIXJune10 Q3FCF6.5m versusbuybacks15.1m, cash/investments229.4m/no debt: improvedrevenue andclienttrend counter crash thesis. HALOSep17 $1.3bnconvertible with cappedcalls is excluded as financing-explained breakout, rather than importing its large historical tail. Sources: https://news.lambweston.com/news-releases/news-release-details/lamb-weston-announces-q4-and-full-year-fiscal-2026-results ; 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/1159036/000115903626000126/ex-991xhaloxpricingpressre.htm . Issuers are primary but favor positive framing. Valuation is not evidence of earnings surprise. LWOct6date fromSep8issuer, SFIXSep23AMC fromSep2issuer.
LW_FY26_FCF_m532.8
LW_FY27_FCF_low_m340
LW_FY27_FCF_high_m420
LW_WC_contribution_m55.1
LW_forward_PE_low14.36
LW_forward_PE_high15.82
LW_FCFyield_low_pct5.24
LW_FCFyield_high_pct6.54
SFIX_FCF_m6.5
SFIX_buybacks_m15.1
HALO_convertible_m1300
R92006 indicator interplay: small conditional samples and redundant trend signals
Premises: use only pre2026 event rows for exploration; leave 2026 untouched by fit. LW N9 corr(|eventmove|,RSI)=-.60275, corr(|move|,RV20)=.16977; corr(RSI,aboveSMA50)=.68186. BelowSMA50 N5 median|move|19.3708%, above N4 2.3249%. SFIX N8 corresponding correlations .22626,.27716,.91293; belowSMA50 N3median21.0366%,aboveN5median16.4894%. The LW regime split would make the current15.3203% hurdle appear covered, but is selected on nine observations and has no independent calibration. Keep unconditional11-event10.0174%median as hold-through rule; do not substitute attractive subset after seeing the contract. Strongest counterargument: true downside-regime asymmetry may exist; a prospective series of predeclared signals could validate it, not two held-out events. No causal inference from correlations. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; event date URLs recorded in observations30507–30527.
LW_train_n9
LW_RSI_abs_corr-0.6
LW_RV_abs_corr0.17
LW_RSI_trend_corr0.68
LW_below_n5
LW_below_median_pct19.37
LW_above_n4
LW_above_median_pct2.32
SFIX_train_n8
SFIX_RSI_trend_corr0.91
LW_holdout_n2
R92006 trend, volume and volatility do not establish a fresh breakout
Premises: completed Sep18 SIP daily bars; indicators use historical data only and trailing52week highs exclude current bar. LW46.67 belowSMA50 50.7544, aboveSMA20046.0587, RSI14Wilder32.6989, ATR20simple1.398325, RV20annual26.1624%, volume1.4424xprior20, prior252high65.06. SFIX2.84 belowSMA503.504 andSMA2003.9037, RSI34.5858, ATR.1217, RV41.4204%, volume2.0159x, prior252high5.94. Thus neither is a52week high; elevated SFIX volume is not bullish breakout evidence. LW's weak50daytrend supports a downside scenario but SMA200 proximity and lowRSI allow reversal. No technical filter overrides the earnings option hurdle. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=LW,SFIX&timeframe=1Day&feed=sip&adjustment=all . Latest quote is Sep18, not a live Sunday market.
Ran required CLI: node /app/agent/dist/backtest.js --symbols AA,CENX,CSTM,KALU --strategy rsi --days2000. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=iex . Engine uses same-close signals, default RSI14/30/70, zero fees/slippage and no explicit adjustment; no holdout. CSTM77.1203% return,25.2182%DD,68.2927%win,N41; AA7.7708%,31.5583%DD,N39; CENX-37.2666%,63.7342%DD,N35; KALU64.8039%,23.1352%DD,N43. Full observations preserve buyhold and means. Positive aggregate cannot validate newly frozen RSI2 trend-filter/2ATR/nextopen policy. Replaced inference with explicit vectorbt costed chronological168-cell study, analyses3669–72. This diagnostic satisfies CLI inspection, not evidence to trade. Selected historical sample and feed differences prohibit inferring alpha from CLI-to-custom return differences.
return77.12
drawdown25.22
win rate68.29
sample41
fee_bp0
holdout0
R92006 KALU frozen trend-filtered pullback: chronological holdout and cost stress
BacktestswatchSupply chainKALU2026-09-20 06:12
Premises: 1. SIP daily adjusted OHLC https://runway.adityaperswal.workers.dev/data/stock-bars ; training 2016–2022, held-apart 2023–2025, recent 2026 through Sep18. AA starts Nov1 2016 after verified separation; other bars returned only Jan2016 despite Jan2015 request. 2. Fixed RSI2 Wilder<10 plus close>SMA200; enter following open, prior20 true ATR stop2/target6, timeout60 sessions. Single position, no overlapping entries. Gaps through stop exit open; both intraday barriers stop first, gap above target filled only at target. Same-day exits permitted. Vectorbt longonly, 5bp fee+15bp slip each side; stress45bp slip. Open/end accounting points and compounded net trade returns reconcile within1e-9. Drawdown uses open/close marks, misses intraday extremes. 3. Train return24.4367%, DD26.1086%, N22; holdout return5.4265%, DD31.5845%, wins37.500%, N8; stress holdout0.4855%. Recent marked return4.9991%, N4, naturally completed3. 4. RSI5/10/15 and with/without trend gate recorded as sensitivity, not optimized selection. Existing generic breakout comparison included. Full168 cells in observations. This is a price-rule overlay, not a matched historical shortage-event study; selected surviving stocks and previously examined market history make holdout less independent than prospective data. Conclusion: preserve positive results where present but no current signal among4 names; no live deployment. Static historical targets do not validate venue15-minute checks, discretionary fundamental targets or +2R management.
return5.43
drawdown31.58
win rate37.5
sample8
train_return24.44
train_N22
stress_return0.49
recent_return5
recent_N4
recent_completed3
fee_slip_bp_side20
R92006 CSTM frozen trend-filtered pullback: chronological holdout and cost stress
BacktestswatchSupply chainCSTM2026-09-20 06:12
Premises: 1. SIP daily adjusted OHLC https://runway.adityaperswal.workers.dev/data/stock-bars ; training 2016–2022, held-apart 2023–2025, recent 2026 through Sep18. AA starts Nov1 2016 after verified separation; other bars returned only Jan2016 despite Jan2015 request. 2. Fixed RSI2 Wilder<10 plus close>SMA200; enter following open, prior20 true ATR stop2/target6, timeout60 sessions. Single position, no overlapping entries. Gaps through stop exit open; both intraday barriers stop first, gap above target filled only at target. Same-day exits permitted. Vectorbt longonly, 5bp fee+15bp slip each side; stress45bp slip. Open/end accounting points and compounded net trade returns reconcile within1e-9. Drawdown uses open/close marks, misses intraday extremes. 3. Train return165.7370%, DD36.0061%, N25; holdout return74.8097%, DD18.5252%, wins50.000%, N12; stress holdout62.6657%. Recent marked return-2.0641%, N4, naturally completed3. 4. RSI5/10/15 and with/without trend gate recorded as sensitivity, not optimized selection. Existing generic breakout comparison included. Full168 cells in observations. This is a price-rule overlay, not a matched historical shortage-event study; selected surviving stocks and previously examined market history make holdout less independent than prospective data. Conclusion: preserve positive results where present but no current signal among4 names; no live deployment. Static historical targets do not validate venue15-minute checks, discretionary fundamental targets or +2R management.
return74.81
drawdown18.53
win rate50
sample12
train_return165.74
train_N25
stress_return62.67
recent_return-2.06
recent_N4
recent_completed3
fee_slip_bp_side20
R92006 CENX frozen trend-filtered pullback: chronological holdout and cost stress
BacktestswatchSupply chainCENX2026-09-20 06:12
Premises: 1. SIP daily adjusted OHLC https://runway.adityaperswal.workers.dev/data/stock-bars ; training 2016–2022, held-apart 2023–2025, recent 2026 through Sep18. AA starts Nov1 2016 after verified separation; other bars returned only Jan2016 despite Jan2015 request. 2. Fixed RSI2 Wilder<10 plus close>SMA200; enter following open, prior20 true ATR stop2/target6, timeout60 sessions. Single position, no overlapping entries. Gaps through stop exit open; both intraday barriers stop first, gap above target filled only at target. Same-day exits permitted. Vectorbt longonly, 5bp fee+15bp slip each side; stress45bp slip. Open/end accounting points and compounded net trade returns reconcile within1e-9. Drawdown uses open/close marks, misses intraday extremes. 3. Train return85.6062%, DD45.8463%, N23; holdout return91.3941%, DD55.9653%, wins46.154%, N13; stress holdout77.0326%. Recent marked return2.7092%, N3, naturally completed3. 4. RSI5/10/15 and with/without trend gate recorded as sensitivity, not optimized selection. Existing generic breakout comparison included. Full168 cells in observations. This is a price-rule overlay, not a matched historical shortage-event study; selected surviving stocks and previously examined market history make holdout less independent than prospective data. Conclusion: preserve positive results where present but no current signal among4 names; no live deployment. Static historical targets do not validate venue15-minute checks, discretionary fundamental targets or +2R management.
return91.39
drawdown55.97
win rate46.15
sample13
train_return85.61
train_N23
stress_return77.03
recent_return2.71
recent_N3
recent_completed3
fee_slip_bp_side20
R92006 AA frozen trend-filtered pullback: chronological holdout and cost stress
BacktestsrejectSupply chainAA2026-09-20 06:12
Premises: 1. SIP daily adjusted OHLC https://runway.adityaperswal.workers.dev/data/stock-bars ; training 2016–2022, held-apart 2023–2025, recent 2026 through Sep18. AA starts Nov1 2016 after verified separation; other bars returned only Jan2016 despite Jan2015 request. 2. Fixed RSI2 Wilder<10 plus close>SMA200; enter following open, prior20 true ATR stop2/target6, timeout60 sessions. Single position, no overlapping entries. Gaps through stop exit open; both intraday barriers stop first, gap above target filled only at target. Same-day exits permitted. Vectorbt longonly, 5bp fee+15bp slip each side; stress45bp slip. Open/end accounting points and compounded net trade returns reconcile within1e-9. Drawdown uses open/close marks, misses intraday extremes. 3. Train return176.6188%, DD33.5615%, N17; holdout return-22.9149%, DD44.5245%, wins14.286%, N7; stress holdout-26.0855%. Recent marked return-17.1654%, N4, naturally completed4. 4. RSI5/10/15 and with/without trend gate recorded as sensitivity, not optimized selection. Existing generic breakout comparison included. Full168 cells in observations. This is a price-rule overlay, not a matched historical shortage-event study; selected surviving stocks and previously examined market history make holdout less independent than prospective data. Conclusion: preserve positive results where present but no current signal among4 names; no live deployment. Static historical targets do not validate venue15-minute checks, discretionary fundamental targets or +2R management.
return-22.91
drawdown44.52
win rate14.29
sample7
train_return176.62
train_N17
stress_return-26.09
recent_return-17.17
recent_N4
recent_completed4
fee_slip_bp_side20
R92006 Two restoring bottlenecks: pots, exports and qualified sheet are different constraints
Premises:1 technical3652 validates two existing slot selections and140capital fit;2 ledger12/13pending1each67.37/64.63,stops65.48/62.10,targets74.59/77.97,expirySep22 02:04UTC;3 snapshot distances .33/.39 below ATR.94325/1.264725 and collector05:31END2/2;4 current allfund context flat/nootherqueues. Sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://runway.adityaperswal.workers.dev/data/stock-snapshots?symbols=EEM,XLE&feed=iex . Conclusion no order,cancel,close,exitmove. Cash awaits existing limits; no empty slot, no breach from duplicate avoidance. 10%jointgap13.20=1.32%account is scenario not maximum; plannedstoploss4.42 can overshoot. N0 actualtrades means empiricalKelly/odds unknown; one-share mandate overrides invented MonteCarloKelly. Statistical3653 andsim3654 challenge model assumptions without retesting published strategy. No new fundamental catalyst or outside-mandate book found; retain prior issuer dividend audit andMondayexdate monitor431, amountstillunverified. Research done when new diagnostics ceased changing action; gaps actualfills/slippage,15minute paths,complete dividend history,crash-inclusive sample.
fund_cap140
reserved132
residual8
orders_new0
orders_pending2
live_closed0
gap10pct_dollars13.2
stop_risk4.42
target_reward20.56
R92006 smaller allocation constrains additions but preserves backstop
Premises:1 current user-supplied fund cap140 vs prior memory240;2 actual own pending receipts12/13 reserve132;3 fresh signals3652 unchanged. Source https://runway.adityaperswal.workers.dev/data/stock-bars and venue query_trades trend-ws Sep20 06UTC. First order: free capacity falls108 to8, but both existing limits still fit. Second: optional second shares and third names cannot fit; no capital request or cancellation needed. Third: stale240-cap monitor language could cause later overdeployment, so current140/residual8 is explicitly handed forward. Who benefits: keeping queues live preserves mandated next-session participation without new transactions. Counterexample: later CIO capital changes or otherfund fills require fresh cap check, not this snapshot. Start cash+twoqueues, goal one filled index/sector slot; binding whole-share fund capacity. Fundingshortfall never changes share count or targets.
R92006 financing receipt preserves the cash bridge
FundamentalwatchConvex tailHALO2026-09-20 06:07
Premises:1 Sep17issueroriginal rereadHTTP200:1.3bn1.5%notes,1275mnet;162.5mcappedcalls,217m2027-note cashrepurchase,435.5m2028 repurchase.2 Residual460m,incrementannualcoupon19.5-.37925-2.2=16.92075m; expectedSep22closeconditional.3 Conversion139.84/cappedcall208.39 are contractualterms,notfairvalue. Conclusion: fundingextendsmaturity but cannotprove organicdemandbehind6.93xvolume; existingsettlementmonitor434appropriate. No new company valuation ortruehedgeposition inferred. Source https://ir.halozyme.com/news/news-details/2026/Halozyme-Therapeutics-Inc--Announces-Pricing-of-Upsized-Private-Offering-of-1-3-Billion-of-Convertible-Senior-Notes-due-2033/default.aspx
residual_cash_m460
incremental_coupon_m16.92
new_principal_m1300
conversion_price139.84
capped_call_cap208.39
R92006 finite-fund series with shared losses and fee reserves