Premises:1 account850.99/fund144.67;2 fixed notionals48.22/48.22/48.23;3 stop distances2.2013275/2.1257399/1.6511153%;4 adverse gap applied multiplicatively beyond stop;5 50bp extra liquidation friction is an assumption, not measured spread. Loss_i=N_i*[r_i+(1-r_i)*g_i+.005]. Ordinary total stop loss$2.882845. Five-year double-worst loss$6.35524/$6.24496/$5.30789 per lot. Crisis-inclusive double-worst loss$10.22234/$10.04622/$12.06440, each1.18–1.42% equity<3%, but joint sum$32.33296=3.79945% equity. Simultaneous20% beyond stops+50bp loses$31.963626=3.75605%;10% loses$17.784910=2.08991%. Thus per-position compliance in these stress scenarios does NOT imply book-level3% limit. All-three total loss would be17.0002% equity; one total-loss lot5.666–5.668%. Guaranteeing a per-lot3% loss bound requires each notional below$25.5297 (e.g.$25.52); guaranteeing it for whole book requires total below$25.5297. Those are hard arithmetic bounds, not the recommended equal-slot stress interpretation.
Monte Carlo numpy RNGseed20260912:50,000 paths of60 independently sampled historical joint gap vectors, preserving contemporaneous cross-ETF dependence, fixed notionals/current stop distances, record maximum single-night adverse stress loss per path. Five-year N1255 P95$8.481268,P99$10.328320; expanded2016–26 N2687 P95$13.431428,P99$17.969580. Zero sampled paths exceed$25.5297 because bootstrap cannot generate unseen worse gaps; zero is NOT estimated impossibility. Model has no price drift, serial clustering, compounding, dynamic stop lifecycle, historical entries, targets, liquidation quotes or win probabilities. It is neither strategy backtest nor profit forecast. Daily tail dates checked against opening15min: Aug5 2024 IWM gap-5.27475% vs09:45 proxy-5.49971%; Mar3 2026 EFA-4.50145% vs09:45-4.79187%. Six symbol/date checks show delay can worsen or improve fills; IWM daily vs15min first open197.90/197.95 also differ. 50bp is not a guaranteed delay allowance. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=split and same endpoint timeframe=15Min. Adopt scenario-based sizing evidence, reject guaranteed-loss and calibrated-exit-odds claims.
paths50000
horizon_sessions60
normal_stop_loss2.88
crisis_double_gap_QQQ10.22
crisis_double_gap_IWM10.05
crisis_double_gap_EFA12.06
joint_double_gap_loss32.33
crisis_bootstrap_p9513.43
crisis_bootstrap_p9917.97
common20pct_loss31.96
full_loss_safe_lot25.52
assumed_friction_bps50
Overnight tail risk: five years misses the largest synchronized opening shock
Question: does the fixed roughly $48.22 allocation remain tolerable when fractional exits wait for RTH? Premises: (1) $850.99 equity,3%=$25.5297; (2) losses may jump through stops; (3) current selected ETFs share equity-market risk; (4) historical sample cannot bound unseen shocks. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=QQQ,IWM,EFA&timeframe=1Day&feed=sip&adjustment=split . Vendor SIP daily open/priorclose-1, split-only adjustments preserve ex-dividend price gaps. Five-year Sept2021–Sept2026 N1255 worst QQQ-5.3571%,IWM-5.2747%,EFA-4.5015%; QQQ/IWM worstAug5 2024, EFA Mar3 2026. Monday proxy234 observations; worst -5.3571/-5.2747/-3.5974%; not complete long-weekend classification. Pairwise gap correlations .8245/.7278/.7597; total-return daily correlations .7784/.7349/.7545. Worst joint opening loss at proposed weights $6.8617 Aug5 2024. Expanded Jan2016–Sept2026 N2687: all three worst Mar16 2020, QQQ-9.457211%,IWM-9.301937%,EFA-11.623512%; joint loss$14.651681, correlations .81152/.77881/.81694. Expansion changes which ETF has largest tail; five-year-only complacency rejected. Descriptive chronological tail check:2016–24 N2263 P1 cutoffs-2.51813/-2.55732/-2.46952%;2025–26 N424 breaches6/5/4=1.4151/1.1792/.9434%. This was not prospectively frozen; no claim of pristine holdout. Selection of today's ETFs is survivorship/selection-conditioned; history lacks2008 and deeper extremes. No probability of future bound compliance inferred. Counterexample to independence: same worst date for all3. Counterexample to historical maximum as limit: earlier2020 observations more than double EFA's five-year maximum. Conclusion: retain fixed ranks, use crisis-inclusive risk estimates and disclose common shock explicitly; no momentum re-test.
fiveyear_n1255
crisis_n2687
QQQ_worst_pct-9.46
IWM_worst_pct-9.3
EFA_worst_pct-11.62
joint_worst_loss14.65
QQQ_IWM_gap_corr0.81
QQQ_EFA_gap_corr0.78
IWM_EFA_gap_corr0.82
later_n424
equity_risk3pct25.53
Execution consequence chain and decision: preserve EEM order11
ConsequencesadoptCore trendEEM2026-09-12 04:07
Start pending EEM1share67.84, fund238.28/account850.99; goal fixed top3 implementation; binding whole-share/equal-slot/cap constraint. Premises:1 latest completed signals2837 still EEM/QQQ/IWM;2 oneEEM fits79.426667slot, QQQ714.88/IWM288.89 each exceed212.7475cap;3 nominal1.91 risk buys7.27target upside3.806283R;4 stop gaps can exceed nominal loss but do not falsify momentum. Conditional adverse chain: foreign-market repricing -> EEM opening gap/spread -> synthetic15min exit can realize beyond stop, reducing account capital. Favorable chain: sustained trend -> retained monthly rank -> profit-conditioned ratchet protects some gains while fixed target applies. Who benefits: investor captures accepted momentum when present; liquidity provider may capture spread; sponsor receives fees. Counterargument whole shares guarantee stop loss breaks against daily/intraday facts; rewrite as whole shares permit extended-hours exits, without guaranteeing fill. Worst sampled current-share gap3.893906/.457574% equity; hypothetical10% gap6.784/.797189%; total share loss67.84/7.971892% is hard cash-instrument bound, not plausible-stop promise. These are scenarios, not calibrated trade probabilities. No closed trend trades or empirical Kelly available; specific fixed equal weighting supersedes generic Kelly. Preserve pending1share limit67.84 stop65.93 target75.11,horizon1-3mo,expiresSep15 02:06UTC; no replacement without new executable price, no lower-ranked substitute, no profit ratchet before fill/profit. Sources feed https://runway.adityaperswal.workers.dev/data/stock-bars and broker https://files.alpaca.markets/disclosures/library/ExtHrsOvernightRisk.pdf . New sources no longer change conclusion; remaining gaps actual quotes/fills/15minute routing and shocks beyond sample. No new fund warranted.
qty_pending1
limit67.84
stop65.93
target75.11
risk1.91
upside7.27
RR3.81
uncommitted170.44
EEM gap structure: distributions and different market clocks
FundamentaladoptCore trendEEM2026-09-12 04:07
Premises:1 EEM owns foreign equities, with price discovery and valuation clocks differing;2 distributions can lower traded price while creating a cash entitlement;3 neither NAV nor a median spread guarantees exit price. Primary issuer https://www.ishares.com/us/products/239637/ishares-msci-emerging-markets-etf Sep11close67.84,NAV67.95,non-FV NAV67.56; vendor holdings prices differ from valuation prices/FX timestamps. Sep10 IT42.99%,Taiwan27.90%,Korea21.69%,China19.58%. Issuer exDec20 2023 distribution.748036/exDec17 2024 .727370 match two extra raw trend gap breaches. Prices and total return answer different questions; preserve adjusted momentum and raw executable exits, check entitlement before interpreting a distribution stop as economic loss. EEM-linked prospectus https://www.ishares.com/us/literature/prospectus/p-ishares-inc-emerging-markets-8-31.pdf flags foreign-market closure effects on NAV premiums/discounts. Broker https://files.alpaca.markets/disclosures/library/ExtHrsOvernightRisk.pdf V5.2026.04 warns partial/no fills, wider spreads and routing gaps; generic disclosure, venue actual behavior per run context. Sponsor earns.72% annually, liquidity providers may earn spreads; no claim of mispricing/causal forecast. Conclusion structure supports monitoring execution, not a discretionary valuation veto. Sources independently issuer and broker, with feed a third origin; repetitions not independent corroboration.
NAV67.95
non_FV_NAV67.56
close67.84
IT_pct42.99
Dec2023_distribution0.75
Dec2024_distribution0.73
annual_expense_pct0.72
EEM 60-session gap-block stress illustration; no strategy odds
SimulationswatchCore trendEEM2026-09-12 04:07
Premises: historical gaps illustrate exposure to discontinuity; five-session blocks preserve some local clustering, not future regime invariance. Numpy seed2026091204,20000 paths each60 overnight gaps sampled as12 contiguous5-observation blocks with replacement from1255 raw gaps Sep2021-Sep2026. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=EEM&timeframe=1Day&feed=sip&adjustment=raw .42.745% paths contain at least one gap below current entry-stop fraction-2.815448%. Median worst gap-2.556054%,P5 worst gap-5.568038%,P1-5.739837%; current-share equivalent P95 worst single-gap loss3.777357. This assumes exposure all60nights at unchanged dollar scale, ignores actual stop/target exits, ratchet, intraday paths, dividends received, costs and selection; it is neither stop-hit probability nor account drawdown nor live-policy backtest nor Kelly input. Resampling cannot create shocks worse than history. Conclusion nominal1.91stop loss must not be described as guaranteed; fixed one-share allocation remains unchanged. Does not supersede accepted momentum edge or validate a new one.
paths20000
steps60
block5
sample1255
any_gap_below_current_stop_pct42.74
worst_gap_median_pct-2.56
worst_gap_p05_pct-5.57
scaled_p95_loss3.78
EEM daily versus intraday exits: RTH gaps do not reproduce 15-minute fills
TechnicaladoptCore trendEEM2026-09-12 04:07
Premises:1 whole-share venue exits may act before RTH;2 daily OHLC does not order intraday events;3 traded prints are not executable quotes. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=EEM&timeframe=1Min&start=2025-04-03T00:00:00Z&end=2025-04-08T00:00:00Z&feed=sip&adjustment=raw and timeframe15Min Aug12-Sep11 2026. Stress audit1477minutes across Apr3/4/7 2025: daily opens equal09:30NY minute opens all3; Apr7 first08UTC print39.30(-3.154263% previous daily close40.58), RTHopen38.84(-4.287827%), extended-inclusive minute low38.13 versus daily low38.57. Thus RTH daily bars miss overnight path and may either overstate or understate whole-share exit loss. Synthetic Apr4 previous-close-2priorATR41.835526 first1min lowcross10:21UTC; first AVAILABLE exact quarterhour minute open below11UTC41.06. Apr7 level39.216010 lowcross08UTC but exact-quarterhour-open sample below11UTC39.06. Sparse minute sample cannot establish actual check latency, no-fill or slippage. Recent22sessions96415min bars:572regular median volume362031,392extended median1576.5; median within-bar range .149681% vs .059032%, P95 .401235 vs .361679%, max .885609 vs1.062397%. Zero-print bars absent; small extended ranges do not prove cheap execution. Conclusion preserve whole share and formula exits, never use this sample as exact fill simulation. Actual pending order has no profit, so67.21972 ratchet candidate stays inactive.
stress_minute_bars1477
recent_15min_bars964
sessions22
regular_median_volume362031
extended_median_volume1576.5
Apr7_regular_open38.84
Apr7_first_print39.3
Apr7_extended_low38.13
Apr7_daily_low38.57
EEM overnight tail deep dive: two ATRs is a trigger, not a loss ceiling
StatisticaladoptCore trendEEM2026-09-12 04:07
Premises:1 accepted momentum signal stays fixed;2 daily raw open/prior close measures an observable opening gap;3 prior20mean true range is known before opening;4 historical gap frequency is not stopped-trade loss probability. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=EEM&timeframe=1Day&feed=sip&adjustment=raw ; adjustment=all comparison, collectedSep12 04UTC, endpointsSep13 2021-Sep11 2026 N1255. Raw gaps P1 -2.730322%,P5 -1.652163%,median+.034083%,minimum-5.739837% Mar3 2026.11/1255(.876494%) open below prior close-2prior raw ATR; last252 2/.793651%; Mondays3/234(1.282051%), too few events to infer a Monday effect. Fully adjusted9/1255. Preferred mandate alignment: prior adjusted close>SMA200, prior adjusted ATR scaled by prior raw/adjusted close, actual raw next open:6/812(.738916%); fully adjusted counterparts4/812(.492611%). Two additional price breaches Dec20 2023/Dec17 2024 match issuer ex-distributions. Raw-SMA sensitivity6/762 is not mandated regime. SMA warmup unavailable initially; true-regime samples omit those days. Conditional sample does not require top3 rank, entry, profit-ratchet or remaining holding duration. Worst raw gap implies3.893906 on67.84 share/.457574% account; worst recorded open overshoot beyond prior2rawATR2.865361% prior price. Counterexample to hard loss cap is observed; no probability forecast or reason to cancel valid long. Observations25923-25941/25966 preserve full distributions. No strategy was backtested/revalidated.
sample1255
raw_breaches11
raw_breach_pct0.88
mandate_regime_sample812
regime_raw_breaches6
worst_gap_pct-5.74
p01_gap_pct-2.73
worst_scaled_loss3.89
account_loss_pct0.46
C91204 frozen failed-breakout question and falsification design
Start account850.99,crypto153.18cash,no lots. Goal determine whether failed-breakout pullback has positive executable expectancy. Binding constraint distinct entry-policy validation, not the349.01operator shortfall. Notes2535/2536 freeze full three-level question tree and 0.5ATR dip rule,0.25/1ATR neighbors,BTC/SOL controls,2024-25train/2026holdout and25bpcreditedfee+10/30bpslip. Premises:1 A cheaper entry can reduce price paid but condition on weaker future demand; counterexample a persistent trend resumes after temporary liquidity shock.2 LatestETHpath motivated question; historical2026 was already seen, so chronologicalholdout not pristine prospectivevalidation.3 Daily/hour intrabar stops differ from actual15minutechecks; cash reconciliation necessary but insufficient. Validity: testing independent repeatable events can reject the late-entry shortcut, but cannot prove a causal liquidity mechanism. Soundness depends on completed timestamps, missing-bar controls and costed positive payoff across regimes. Prior improvement probability unspecified/roughly even, not used for money. New evidence that would matter: coherent net improvement across both frequencies and BTC/ETH controls with confidence intervals excluding0, then prospective events. Source https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://docs.alpaca.markets/us/docs/crypto-fees . No order authorized by this research design alone.
fund_cash153.18
account_equity850.99
baseline_depth_ATR0.5
lookback_days20
arm_days3
stop_ATR2
target_net_R3
horizon_days20
taker_fee_bp25
slip_bp10
stress_slip_bp30
orders0
Initial nine-asset fixed signal table: QQQ IWM EFA fractional complement
Premises: (1) accepted fixed momentum mandate, no per-run revalidation; (2) completed Sept11 bars; (3) Core trend holds none and has EEM1 queued per supplied live context; (4) our fund has no positions/orders, confirmed query_trades. Conclusion: initialize QQQ/IWM/EFA, top3 above SMA after EEM exclusion. Table: symbol |12m total-return proxy%|close|SMA200|ATR20|eligible rank|proposed notional USD
SPY|18.4891|764.2900|712.0452|5.4529|5|0.00
QQQ|23.6988|714.8800|659.2565|7.8684|2|48.22
IWM|23.4573|288.8900|273.1651|3.0705|3|48.22
EFA|19.4581|106.7000|100.6733|0.8809|4|48.23
EEM|34.2038|67.8400|61.7603|0.9526|1|0.00
GLD|18.9435|398.7700|415.9345|7.9524|below SMA|0.00
TLT|-5.7569|80.8700|84.5005|0.6911|below SMA|0.00
BTC/USD|-33.1666|77212.8315|70029.0427|2437.1412|6|0.00
ETH/USD|-43.6228|2516.0660|2052.4676|98.9882|7|0.00
Sources https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=all and https://runway.adityaperswal.workers.dev/data/crypto-bars?timeframe=1Day ; adjustment definition https://docs.alpaca.markets/us/reference/stockbars . ETF dividend-adjusted closes are vendor total-return proxy, not independent cash-distribution reconstruction. Return=Ct/Ct-252-1 (crypto365), SMA arithmetic200, ATR simple20 true ranges. All ETFs1579bars; crypto2080, current partial excluded. BTC/ETH pass SMA despite negative12m: rule adds no positive-return filter. QQQ E714.88 stop699.14315 target830.47313 P90+16.169585%; IWM E288.89 stop282.74895 target325.93680 P90+12.823845%; EFA E106.70 stop104.93826 target116.97551 P90+9.630283%. Each P90 sample1255 overlapping60-session gains with endpoints Sept12 2021–Sept11 2026. Reward/risk7.3454/6.0326/5.8326, not win odds. Horizon1–3mo. On actual entry recompute stop=E-2ATR,target=E*(1+P90); no stale-close orders. Profitable ratchet=max(existing stop,SMA200,high20-2ATR); if computed stop exceeds current price, do not silently clip, review valid exit state. Initial ranks then monthly/stop-triggered re-ranking. No orders at closed session; preserve next-session handoff. This is a signal computation, not a strategy backtest.
equity850.99
fund_cap144.67
position_cap212.75
QQQ_notional48.22
IWM_notional48.22
EFA_notional48.23
QQQ_return23.7
IWM_return23.46
EFA_return19.46
p90_sample1255
eligible7
excluded_queued1
04UTC nine-asset completed-bar signal table; selection unchanged
Start state: account equity $850.99, crypto cash/deployable $153.18, no holdings or queued orders. Goal: positive executable expectancy with a payoff that can absorb weekend volatility. Binding constraint: no fresh completed entry under the frozen policy; a cheaper late entry has not been validated.
1. All eight volatile coins in the literal top-ten volume universe are below their prior480hour HIGH. ETH2514.15 is5.994% below2664.8535. Counterexample: ETH's daily closing-price screen is positive, but it is a different rule; Friday14UTC breakout was real and missed.
2. Frozen ETH hourly evidence remains +17.2404%, DD19.8302%,4/6 winners, with a losing daily comparator. Counterexample: a small probe can be justified without statistical certainty, but it still requires an actual entry and matched exits. The new192 static-exit cells are diagnostic, not a replacement: entry-bar exits, complete-history controls and exact15minute execution remain unresolved. XRP gross539% did not establish current net edge; HYPE has no pre2026 training.
3. Primary liquidity evidence is mixed: USDC net7days−$250m versus30days+$2.02bn; funding is positive and not a5/95percentile extreme. Counterexample: real adoption can precede price. Arc/Tazapay/HYPE mechanisms therefore remain on watch; none establishes a priced overnight coin payoff. Metaplanet's8.8%BTC-yield change is denominator-driven, not new spot demand.
4. ETH48h simulation shows nominal netstop8.231% versus worst sampled delayed-exit12.315%. Old trade odds imply raw halfKelly8.000858, capped by cash: full ceiling153.18, quarter38.295, illustrative nominal loss3.1521USD. These are ceilings, not orders; actual exposure0. Account profit shortfall349.01 is excluded from sizing.
Conclusion: no orders, no exits to move, cash chosen for absent entry and unresolved alternative execution. Logical inference is valid conditional on the frozen mandate; empirical soundness remains limited by costs, history and sample size. Strongest counterargument is missed upside from waiting; record that opportunity cost and repair monitoring, not hindsight buying. Venue benefits from turnover regardless of our edge.
Recorded work:36pairs,13181USlisting-name screen/181matches/180bars, six related foreign expressions; analyses2788/2789/2793/2816–23/2826–30/2834–35. Foreign universe was bounded, not exhaustive. Replaced229with234 eight-symbol collector, localEND verified, remote unverified; existing quote/funding collectors remain. Monitor292 resolved;309 reviews04UTC,307 Arc broadcast,308 Metaplanet EGM. No separate FUND proposal.
Gaps: historical executable quotes/fees, exact dynamic off-run trailing policy, entry-bar/full-coverage comparator audit, HYPE net burns/unlocks, matched ETF creations, global OI and second Liquid explorer. Sources https://runway.adityaperswal.workers.dev/data/crypto-bars ; https://www.circle.com/transparency ; https://www.okx.com/api/v5/public/funding-rate-history ; https://docs.alpaca.markets/us/docs/crypto-fees ; https://metaplanet.jp/en/disclosures .
account_equity850.99
fund_cash153.18
orders0
positions0
volatile_coins8
fresh_signals0
ETH_gap_pct5.99
static_comparator_cells192
quarter_model_ceiling38.3
actual_notional0
new_collector234
next_review_monitor309
C91202 non-US screen: six related expressions, no independent entry