WX·SHADOWLIVEdata feed updated just nowPAPER · NO REAL MONEYCAL NCEI_GHCND (pre-May train; KBKF=IEM fallback) 2026-05-313128 decisions14:02:27 UTC
decide▸ [decide] /home/ubuntu/weather-shadow/weather-trader/data/forward_collection/2026-07-06: 8 decision snapshots, 88 new decision rows, opened 42 positions {'baseline': 9, 'h1': 5, 'h2': 8, 'h3': 12, 'h4': 8, 'yes_diag': 0}
settle▸ [settle] settled 39, unresolved 0, fetch_errors 0
collect▸ [2026-07-07T14:00:01Z] forward-collection done: 16 snapshots written
rendered 2026-07-07 14:02:27 UTC · read-only, recomputes nothing
Books
6
Open positions
42
Settled trades
1619
Σ Settled P&L
▼ -$3,184.39
Primary book h3
FAIL
Per-book P&L6 parallel hypotheses · h3 primary · 1619 settled
BookRoleVerdictNOpenCity-daysWin%Net ROILOO ROIBrierP&LStakedEquity
h3primaryFAIL3161222560%-0.0745-0.0800-0.0893-$545.77$7,329
baselinesecondaryFAIL291920165%-0.0914-0.0964-0.0140-$612.76$6,703
h1secondaryFAIL232517675%+0.0076+0.0038-0.0307$64.58$8,443
h2secondaryFAIL212816171%-0.0640-0.0701-0.0347-$395.10$6,177
h4secondaryFAIL312816865%-0.1121-0.1176+0.0170-$715.28$6,379
yes_diagdiagnosticFAIL25601559%-0.5969-0.7183-0.1445-$980.07$1,642
PASS-SCREEN needs Brier>0 AND ROI>0 AND leave-one-out ROI>0, with ≥30 settled trades AND ≥12 distinct city-days. INCONCLUSIVE = below that floor (where all books sit early). A PASS-SCREEN is not graduation or a real-money trigger.
Equity curvescumulative settled P&L over time · h3 vs baseline = the headline
h3 (primary)baseline (control)h1h2h4yes_diag
Open positions42 live · awaiting resolution
BookCityTargetBucketSideEntrySizeP(yes)P(win)
baselineATL2026-07-0792-93°FNO0.630$14.410.2860.714
baselineCHI2026-07-0780-81°FNO0.890$14.410.0470.953
baselineCHI2026-07-0782-83°FNO0.700$14.410.1360.864
baselineCHI2026-07-0784-85°FNO0.650$13.090.2820.718
baselineDAL2026-07-0796-97°FNO0.680$14.410.2020.798
baselineMIA2026-07-0790-91°FNO0.570$6.250.3750.625
baselineNYC2026-07-0772-73°FNO0.750$14.410.1700.830
baselineNYC2026-07-0774-75°FNO0.580$8.100.2960.704
baselineSEA2026-07-0774-75°FNO0.780$14.410.1590.841
h1CHI2026-07-0780-81°FNO0.890$42.970.0470.953
h1CHI2026-07-0782-83°FNO0.700$42.970.1360.864
h1DAL2026-07-0796-97°FNO0.680$42.970.2020.798
h1NYC2026-07-0772-73°FNO0.750$42.970.1700.830
h1SEA2026-07-0774-75°FNO0.780$42.970.1590.841
h2ATL2026-07-0792-93°FNO0.630$23.450.2860.714
h2CHI2026-07-0780-81°FNO0.890$23.450.0470.953
h2CHI2026-07-0782-83°FNO0.700$23.450.1360.864
h2CHI2026-07-0784-85°FNO0.650$21.300.2820.718
h2MIA2026-07-0790-91°FNO0.570$10.170.3750.625
h2NYC2026-07-0772-73°FNO0.750$23.450.1700.830
h2NYC2026-07-0774-75°FNO0.580$13.180.2960.704
h2SEA2026-07-0774-75°FNO0.780$23.450.1590.841
h3ATL2026-07-0790-91°FNO0.690$3.980.2920.708
h3ATL2026-07-0792-93°FNO0.630$18.560.2860.714
h3CHI2026-07-0782-83°FNO0.700$18.560.1360.864
h3CHI2026-07-0784-85°FNO0.650$16.860.2820.718
h3DAL2026-07-0794-95°FNO0.640$18.560.0790.921
h3DAL2026-07-0796-97°FNO0.680$18.560.2020.798
h3DEN2026-07-0794-95°FNO0.620$3.670.3480.652
h3DEN2026-07-0796-97°FNO0.716$1.270.2750.725
h3LAX2026-07-0774-75°FNO0.660$18.560.0750.925
h3LAX2026-07-0776-77°FNO0.610$18.560.1740.826
h3MIA2026-07-0790-91°FNO0.570$8.040.3750.625
h3MIA2026-07-0792-93°FNO0.630$3.300.1390.861
h4ATL2026-07-0792-93°FNO0.630$10.440.2860.714
h4CHI2026-07-0780-81°FNO0.890$10.440.0470.953
h4CHI2026-07-0782-83°FNO0.700$10.440.1360.864
h4CHI2026-07-0784-85°FNO0.650$9.480.2820.718
h4DAL2026-07-0790-91°FNO0.981$10.440.0100.990
h4DAL2026-07-0794-95°FNO0.640$10.440.0790.921
h4DAL2026-07-0796-97°FNO0.680$10.440.2020.798
h4LAX2026-07-0774-75°FNO0.660$10.440.0750.925
Settlements1619 resolved
BookCityTargetBucketSideEntrySizeP&LResultWU high
baselineATL2026-07-0690-91°FNO0.620$9.32-$9.41LOSS90°F
h3ATL2026-07-0690-91°FNO0.620$11.54-$11.65LOSS90°F
h4ATL2026-07-0690-91°FNO0.620$7.27-$7.34LOSS90°F
baselineCHI2026-07-0680-81°FNO0.670$11.52$5.58WIN78°F
h2CHI2026-07-0680-81°FNO0.670$15.73$7.62WIN78°F
h3CHI2026-07-0678-79°FNO0.680$5.80-$5.85LOSS78°F
h3CHI2026-07-0680-81°FNO0.670$14.25$6.90WIN78°F
h4CHI2026-07-0680-81°FNO0.670$8.98$4.35WIN78°F
baselineDAL2026-07-0693°F or belowNO0.770$14.86$4.35WIN98°F
baselineDAL2026-07-0694-95°FNO0.720$14.86$5.68WIN98°F
h1DAL2026-07-0693°F or belowNO0.770$38.84$11.38WIN98°F
h1DAL2026-07-0694-95°FNO0.720$38.84$14.83WIN98°F
h2DAL2026-07-0693°F or belowNO0.770$20.30$5.95WIN98°F
h3DAL2026-07-0694-95°FNO0.720$18.39$7.02WIN98°F
h3DAL2026-07-0696-97°FNO0.670$4.08$1.98WIN98°F
h4DAL2026-07-0693°F or belowNO0.770$11.58$3.39WIN98°F
h4DAL2026-07-0694-95°FNO0.720$11.58$4.42WIN98°F
baselineDEN2026-07-0696-97°FNO0.540$14.86-$15.03LOSS96°F
h2DEN2026-07-0696-97°FNO0.540$20.30-$20.53LOSS96°F
h3DEN2026-07-0696-97°FNO0.540$18.39-$18.60LOSS96°F
h4DEN2026-07-0696-97°FNO0.540$11.58-$11.72LOSS96°F
h4DEN2026-07-0698-99°FNO0.869$8.19$1.21WIN96°F
baselineLAX2026-07-0672-73°FNO0.770$14.86$4.35WIN74°F
baselineLAX2026-07-0674-75°FNO0.610$14.86-$15.01LOSS74°F
h1LAX2026-07-0672-73°FNO0.770$38.84$11.38WIN74°F
h1LAX2026-07-0674-75°FNO0.610$38.84-$39.21LOSS74°F
h2LAX2026-07-0672-73°FNO0.770$20.30$5.95WIN74°F
h3LAX2026-07-0674-75°FNO0.610$18.39-$18.57LOSS74°F
h4LAX2026-07-0672-73°FNO0.770$11.58$3.39WIN74°F
h4LAX2026-07-0674-75°FNO0.610$11.58-$11.70LOSS74°F
baselineMIA2026-07-0690-91°FNO0.500$9.95-$10.08LOSS90°F
h3MIA2026-07-0690-91°FNO0.500$12.31-$12.47LOSS90°F
h4MIA2026-07-0688-89°FNO0.800$5.61$1.37WIN90°F
h4MIA2026-07-0690-91°FNO0.500$4.71-$4.77LOSS90°F
baselineNYC2026-07-0674-75°FNO0.610$13.79$8.68WIN70°F
h2NYC2026-07-0674-75°FNO0.610$20.30$12.78WIN70°F
h3NYC2026-07-0674-75°FNO0.610$18.39$11.58WIN70°F
h1SEA2026-07-0678-79°FNO0.770$38.84$11.38WIN84°F
h2SEA2026-07-0678-79°FNO0.770$20.30$5.95WIN84°F
baselineATL2026-07-0590-91°FNO0.770$14.40$4.22WIN92°F
h1ATL2026-07-0590-91°FNO0.770$35.65$10.44WIN92°F
h2ATL2026-07-0590-91°FNO0.770$23.05$6.75WIN92°F
h3ATL2026-07-0592-93°FNO0.620$17.86-$18.03LOSS92°F
h4ATL2026-07-0588-89°FNO0.969$11.73$0.37WIN92°F
h4ATL2026-07-0590-91°FNO0.770$11.73$3.44WIN92°F
h4ATL2026-07-0592-93°FNO0.620$11.73-$11.84LOSS92°F
baselineCHI2026-07-0574-75°FNO0.830$14.40$2.89WIN76°F
baselineCHI2026-07-0576-77°FNO0.690$14.40-$14.51LOSS76°F
h1CHI2026-07-0574-75°FNO0.830$35.65$7.15WIN76°F
h1CHI2026-07-0576-77°FNO0.690$35.65-$35.92LOSS76°F
h2CHI2026-07-0574-75°FNO0.830$23.05$4.62WIN76°F
h2CHI2026-07-0576-77°FNO0.690$23.05-$23.23LOSS76°F
h3CHI2026-07-0576-77°FNO0.690$17.86-$18.00LOSS76°F
h4CHI2026-07-0574-75°FNO0.830$11.73$2.35WIN76°F
h4CHI2026-07-0576-77°FNO0.690$11.73-$11.82LOSS76°F
baselineDAL2026-07-0596-97°FNO0.800$14.40-$14.47LOSS96°F
baselineDAL2026-07-0598-99°FNO0.700$14.40$6.06WIN96°F
h1DAL2026-07-0596-97°FNO0.800$35.65-$35.83LOSS96°F
h1DAL2026-07-0598-99°FNO0.700$35.65$15.01WIN96°F
h2DAL2026-07-0596-97°FNO0.800$23.05-$23.16LOSS96°F
h3DAL2026-07-0598-99°FNO0.700$17.86$7.52WIN96°F
h4DAL2026-07-0594-95°FNO0.960$11.73$0.48WIN96°F
h4DAL2026-07-0596-97°FNO0.800$11.73-$11.79LOSS96°F
h4DAL2026-07-0598-99°FNO0.700$11.73$4.94WIN96°F
baselineDEN2026-07-0592-93°FNO0.570$14.40$10.71WIN94°F
h2DEN2026-07-0592-93°FNO0.570$23.05$17.14WIN94°F
h3DEN2026-07-0592-93°FNO0.570$17.86$13.28WIN94°F
h3DEN2026-07-0594-95°FNO0.650$17.86-$18.02LOSS94°F
baselineLAX2026-07-0572-73°FNO0.650$14.40$7.63WIN74°F
baselineLAX2026-07-0574-75°FNO0.540$11.45-$11.58LOSS74°F
h1LAX2026-07-0572-73°FNO0.650$35.65$18.88WIN74°F
h2LAX2026-07-0572-73°FNO0.650$23.05$12.21WIN74°F
h2LAX2026-07-0574-75°FNO0.540$18.32-$18.53LOSS74°F
h3LAX2026-07-0572-73°FNO0.650$17.86$9.46WIN74°F
h3LAX2026-07-0574-75°FNO0.540$14.20-$14.37LOSS74°F
baselineMIA2026-07-0590-91°FNO0.430$2.95$3.87WIN94°F
h2MIA2026-07-0590-91°FNO0.430$13.75$18.03WIN94°F
h3MIA2026-07-0590-91°FNO0.430$10.66$13.98WIN94°F
h1NYC2026-07-0580-81°FNO0.899$35.65$3.91WIN78°F
h1NYC2026-07-0582-83°FNO0.820$35.65$7.66WIN78°F
h2NYC2026-07-0580-81°FNO0.899$14.02$1.54WIN78°F
h3NYC2026-07-0584-85°FNO0.640$10.87$6.01WIN78°F
baselineATL2026-07-0492-93°FNO0.850$16.69-$16.75LOSS92°F
baselineATL2026-07-0496-97°FNO0.750$16.69$5.46WIN92°F
h1ATL2026-07-0492-93°FNO0.850$43.66-$43.82LOSS92°F
h1ATL2026-07-0496-97°FNO0.750$43.66$14.28WIN92°F
h2ATL2026-07-0492-93°FNO0.850$25.49-$25.58LOSS92°F
h3ATL2026-07-0494-95°FNO0.580$18.99$13.55WIN92°F
h3ATL2026-07-0496-97°FNO0.750$18.99$6.21WIN92°F
h4ATL2026-07-0492-93°FNO0.850$12.44-$12.49LOSS92°F
h4ATL2026-07-0494-95°FNO0.580$12.44$8.88WIN92°F
h4ATL2026-07-0496-97°FNO0.750$12.44$4.07WIN92°F
baselineCHI2026-07-0484-85°FNO0.650$16.69$8.84WIN82°F
h1CHI2026-07-0484-85°FNO0.650$43.66$23.13WIN82°F
h2CHI2026-07-0484-85°FNO0.650$25.49$13.50WIN82°F
h3CHI2026-07-0484-85°FNO0.650$18.99$10.06WIN82°F
h4CHI2026-07-0484-85°FNO0.650$12.44$6.59WIN82°F
baselineDAL2026-07-0496-97°FNO0.780$16.69$4.61WIN98°F
baselineDAL2026-07-0498-99°FNO0.650$16.69-$16.83LOSS98°F
h1DAL2026-07-0496-97°FNO0.780$43.66$12.07WIN98°F
h1DAL2026-07-0498-99°FNO0.650$43.66-$44.04LOSS98°F
h2DAL2026-07-0496-97°FNO0.780$25.49$7.05WIN98°F
h3DAL2026-07-0498-99°FNO0.650$18.99-$19.16LOSS98°F
h4DAL2026-07-0496-97°FNO0.780$12.44$3.44WIN98°F
h4DAL2026-07-0498-99°FNO0.650$12.44-$12.55LOSS98°F
baselineMIA2026-07-0490-91°FNO0.540$7.27-$7.35LOSS90°F
h3MIA2026-07-0490-91°FNO0.540$7.92-$8.01LOSS90°F
baselineNYC2026-07-0494-95°FNO0.890$16.69$2.02WIN96°F
baselineNYC2026-07-0498-99°FNO0.640$16.69$9.24WIN96°F
h1NYC2026-07-0494-95°FNO0.890$43.66$5.28WIN96°F
h1NYC2026-07-0498-99°FNO0.640$43.66$24.16WIN96°F
h2NYC2026-07-0494-95°FNO0.890$25.49$3.08WIN96°F
baselineSEA2026-07-0468-69°FNO0.840$9.42$1.76WIN70°F
h1SEA2026-07-0468-69°FNO0.840$43.66$8.14WIN70°F
h2SEA2026-07-0468-69°FNO0.840$25.49$4.75WIN70°F
h3DEN2026-07-0488-89°FNO0.470$18.99-$19.24LOSS88°F
h3DEN2026-07-0490-91°FNO0.680$18.99$8.78WIN88°F
h4DEN2026-07-0488-89°FNO0.470$12.44-$12.61LOSS88°F
h4DEN2026-07-0490-91°FNO0.680$12.44$5.75WIN88°F
h3LAX2026-07-0472-73°FNO0.480$18.99$20.33WIN74°F
h3LAX2026-07-0474-75°FNO0.726$11.07-$11.15LOSS74°F
baselineATL2026-07-0392-93°FNO0.830$14.20-$14.26LOSS92°F
baselineATL2026-07-0396-97°FNO0.670$14.20$6.88WIN92°F
h1ATL2026-07-0392-93°FNO0.830$35.45-$35.60LOSS92°F
h1ATL2026-07-0396-97°FNO0.670$35.45$17.17WIN92°F
h2ATL2026-07-0392-93°FNO0.830$20.31-$20.40LOSS92°F
h3ATL2026-07-0394-95°FNO0.700$16.66$7.01WIN92°F
h3ATL2026-07-0396-97°FNO0.670$16.66$8.07WIN92°F
h4ATL2026-07-0392-93°FNO0.830$11.67-$11.72LOSS92°F
h4ATL2026-07-0394-95°FNO0.700$11.67$4.91WIN92°F
h4ATL2026-07-0396-97°FNO0.670$11.67$5.65WIN92°F
yes_diagATL2026-07-03100-101°FYES0.055$1.11-$1.13LOSS92°F
baselineCHI2026-07-0388-89°FNO0.630$9.03$5.22WIN86°F
h3CHI2026-07-0388-89°FNO0.630$10.60$6.12WIN86°F
h3CHI2026-07-0386-87°FNO0.740$9.98-$10.05LOSS86°F
h4CHI2026-07-0388-89°FNO0.630$7.42$4.29WIN86°F
baselineDAL2026-07-0396-97°FNO0.690$14.20-$14.31LOSS96°F
h1DAL2026-07-0396-97°FNO0.690$35.45-$35.72LOSS96°F
h3DAL2026-07-0394-95°FNO0.550$16.66$13.44WIN96°F
h3DAL2026-07-0396-97°FNO0.690$16.66-$16.79LOSS96°F
h4DAL2026-07-0392-93°FNO0.920$11.67$0.99WIN96°F
h4DAL2026-07-0394-95°FNO0.550$11.67$9.41WIN96°F
h4DAL2026-07-0396-97°FNO0.690$11.67-$11.76LOSS96°F
baselineDEN2026-07-0392-93°FNO0.620$14.20-$14.34LOSS92°F
h1DEN2026-07-0392-93°FNO0.620$35.45-$35.78LOSS92°F
h3DEN2026-07-0390-91°FNO0.600$6.14$4.03WIN92°F
h3DEN2026-07-0392-93°FNO0.620$16.66-$16.82LOSS92°F
h4DEN2026-07-0392-93°FNO0.620$11.67-$11.78LOSS92°F
baselineMIA2026-07-0390-91°FNO0.540$6.95-$7.03LOSS90°F
baselineNYC2026-07-0398-99°FNO0.880$14.20$1.89WIN100°F
baselineNYC2026-07-03102-103°FNO0.690$14.20$6.27WIN100°F
h1NYC2026-07-0398-99°FNO0.880$35.45$4.73WIN100°F
h1NYC2026-07-03102-103°FNO0.690$35.45$15.65WIN100°F
h2NYC2026-07-0398-99°FNO0.880$20.31$2.71WIN100°F
h2NYC2026-07-03102-103°FNO0.690$20.31$8.97WIN100°F
baselineSEA2026-07-0370-71°FNO0.760$12.42$3.85WIN72°F
h1SEA2026-07-0370-71°FNO0.760$35.45$10.98WIN72°F
h2SEA2026-07-0370-71°FNO0.760$20.31$6.29WIN72°F
h3LAX2026-07-0370-71°FNO0.670$16.66$8.07WIN72°F
h3LAX2026-07-0372-73°FNO0.510$6.60-$6.68LOSS72°F
h4LAX2026-07-0370-71°FNO0.670$4.25$2.06WIN72°F
yes_diagLAX2026-07-0376-77°FYES0.013$1.04-$1.06LOSS72°F
baselineCHI2026-07-0292-93°FNO0.750$14.29$4.67WIN94°F
h1CHI2026-07-0292-93°FNO0.750$38.61$12.63WIN94°F
h2CHI2026-07-0292-93°FNO0.750$20.27$6.63WIN94°F
h3CHI2026-07-0292-93°FNO0.750$18.29$5.98WIN94°F
h3CHI2026-07-0294-95°FNO0.580$18.29-$18.48LOSS94°F
h4CHI2026-07-0292-93°FNO0.750$12.51$4.09WIN94°F
h4CHI2026-07-0294-95°FNO0.580$12.51-$12.64LOSS94°F
baselineDAL2026-07-0292-93°FNO0.800$14.29$3.50WIN94°F
h1DAL2026-07-0292-93°FNO0.800$38.61$9.46WIN94°F
h2DAL2026-07-0292-93°FNO0.800$20.27$4.97WIN94°F
h3DAL2026-07-0294-95°FNO0.560$18.29-$18.49LOSS94°F
h4DAL2026-07-0292-93°FNO0.800$12.51$3.07WIN94°F
h4DAL2026-07-0294-95°FNO0.560$12.51-$12.65LOSS94°F
baselineDEN2026-07-0292-93°FNO0.540$14.29$12.01WIN90°F
baselineDEN2026-07-0294-95°FNO0.830$14.29$2.87WIN90°F
h1DEN2026-07-0292-93°FNO0.540$38.61$32.45WIN90°F
h1DEN2026-07-0294-95°FNO0.830$38.61$7.74WIN90°F
h2DEN2026-07-0294-95°FNO0.830$20.27$4.07WIN90°F
h3DEN2026-07-0292-93°FNO0.540$18.29$15.37WIN90°F
h4DEN2026-07-0292-93°FNO0.540$12.51$10.51WIN90°F
h4DEN2026-07-0294-95°FNO0.830$12.51$2.51WIN90°F
baselineLAX2026-07-0268-69°FNO0.800$14.29$3.50WIN72°F
h1LAX2026-07-0268-69°FNO0.800$38.61$9.46WIN72°F
h2LAX2026-07-0268-69°FNO0.800$20.27$4.97WIN72°F
h3LAX2026-07-0270-71°FNO0.460$18.29$21.22WIN72°F
baselineMIA2026-07-0288-89°FNO0.700$14.29$6.02WIN92°F
baselineMIA2026-07-0290-91°FNO0.510$11.05$10.48WIN92°F
h1MIA2026-07-0288-89°FNO0.700$38.61$16.26WIN92°F
h3MIA2026-07-0288-89°FNO0.700$18.29$7.70WIN92°F
baselineNYC2026-07-0298-99°FNO0.790$14.29$3.72WIN102°F
baselineNYC2026-07-02100-101°FNO0.590$3.24$2.22WIN102°F
h1NYC2026-07-0298-99°FNO0.790$38.61$10.06WIN102°F
h2NYC2026-07-0298-99°FNO0.790$20.27$5.28WIN102°F
h2NYC2026-07-02100-101°FNO0.590$20.27$13.88WIN102°F
h1SEA2026-07-0262-63°FNO0.879$38.61$5.20WIN64°F
h2SEA2026-07-0262-63°FNO0.879$20.27$2.73WIN64°F
h2SEA2026-07-0264-65°FNO0.730$20.27-$20.41LOSS64°F
h3ATL2026-07-0294-95°FNO0.720$18.29$6.98WIN98°F
Calibration ground-truthWunderground-basis highs toward re-fit (30)
CityBankedProgress to 30Eligible
ATL35/30
yes
CHI34/30
yes
DAL34/30
yes
DEN35/30
yes
LAX35/30
yes
MIA35/30
yes
NYC34/30
yes
SEA28/30
no
H5 divergencedescriptive — model vs market · captures 167 · markets 8 · span 2026-05-31..2026-05-31
Capture hour (UTC)Mean |edge|
20:000.0257
22:000.0252
Glossarywhat the columns mean
Net ROI
Realized P&L ÷ total $ staked, after fees. The headline profitability number.
LOO ROI
Net ROI after deleting the single biggest winning trade — if positive ROI flips negative here, the gain was one lucky bet, not an edge.
Brier skill
How good the model's probabilities were vs a naive baseline. >0 = informative; separate from whether it made money.
Verdict
INCONCLUSIVE until ≥30 trades AND ≥12 city-days, then PASS-SCREEN (all three metrics >0) or FAIL.
Equity
Cumulative settled P&L over time. Indicative; books are paper and parallel.
h3 vs baseline
h3 (primary, mid-price NO band) vs baseline (the known-failing control) is the comparison to watch.
How it's tracked
1. A collector snapshots each city's Polymarket buckets + a fresh weather forecast ~4×/day.
2. decide (nightly) takes the lead-1 snapshot nearest 14:00 UTC, runs the frozen model, computes the model-vs-market edge, and opens a paper position in every book whose selector accepts it — sized by the same Kelly/fee/fill pipeline the backtest uses.
3. settle (each morning) resolves matured positions on the actual Polymarket / Wunderground outcome, books the P&L, and banks the realized high as calibration ground truth.
4. screen applies the pre-registered pass criteria per book. Everything here is paper; the six books are parallel hypotheses on the same decisions — compare them to each other, there is no combined bankroll. Total settled P&L across books so far: -$3,184.39.