WX·SHADOWLIVEdata feed updated just nowPAPER · NO REAL MONEYCAL NCEI_GHCND (pre-May train; KBKF=IEM fallback) 2026-05-314535 decisions14:02:24 UTC
decide▸ [decide] /home/ubuntu/weather-shadow/weather-trader/data/forward_collection/2026-07-22: 8 decision snapshots, 88 new decision rows, opened 46 positions {'baseline': 9, 'h1': 8, 'h2': 9, 'h3': 10, 'h4': 10, 'yes_diag': 0}
settle▸ [settle] settled 42, unresolved 0, fetch_errors 0
collect▸ [2026-07-23T14:00:02Z] forward-collection done: 16 snapshots written
rendered 2026-07-23 14:02:24 UTC · read-only, recomputes nothing
Books
6
Open positions
46
Settled trades
2265
Σ Settled P&L
▼ -$3,776.06
Primary book h3
FAIL
Per-book P&L6 parallel hypotheses · h3 primary · 2265 settled
BookRoleVerdictNOpenCity-daysWin%Net ROILOO ROIBrierP&LStakedEquity
h3primaryFAIL4671032560%-0.0808-0.0854-0.1397-$716.84$8,874
baselinesecondaryFAIL428929266%-0.0820-0.0860-0.0263-$675.34$8,239
h1secondaryFAIL340826274%-0.0111-0.0137-0.0418-$138.03$12,491
h2secondaryFAIL322924071%-0.0569-0.0614-0.0426-$470.52$8,272
h4secondaryFAIL4521023866%-0.1073-0.1119-0.0155-$795.27$7,414
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 positions46 live · awaiting resolution
BookCityTargetBucketSideEntrySizeP(yes)P(win)
baselineATL2026-07-2388-89°FNO0.740$10.930.1860.814
baselineATL2026-07-2390-91°FNO0.610$6.650.3180.682
baselineCHI2026-07-2374-75°FNO0.900$10.930.0260.974
baselineDAL2026-07-2396-97°FNO0.880$10.930.0620.938
baselineDAL2026-07-2398-99°FNO0.730$10.930.1670.833
baselineDAL2026-07-23100-101°FNO0.620$6.540.3010.699
baselineDEN2026-07-2388-89°FNO0.730$10.930.1610.839
baselineLAX2026-07-2378-79°FNO0.920$10.930.0290.971
baselineMIA2026-07-2390-91°FNO0.620$8.670.3110.689
h1ATL2026-07-2388-89°FNO0.740$38.820.1860.814
h1CHI2026-07-2374-75°FNO0.900$38.820.0260.974
h1DAL2026-07-2396-97°FNO0.880$38.820.0620.938
h1DAL2026-07-2398-99°FNO0.730$38.820.1670.833
h1DEN2026-07-2388-89°FNO0.730$38.820.1610.839
h1LAX2026-07-2378-79°FNO0.920$38.820.0290.971
h1NYC2026-07-2378-79°FNO0.810$38.820.0840.916
h1SEA2026-07-2374-75°FNO0.800$38.820.0610.939
h2CHI2026-07-2374-75°FNO0.900$17.810.0260.974
h2DAL2026-07-2396-97°FNO0.880$17.810.0620.938
h2DAL2026-07-2398-99°FNO0.730$17.810.1670.833
h2DAL2026-07-23100-101°FNO0.620$10.660.3010.699
h2DEN2026-07-2388-89°FNO0.730$17.810.1610.839
h2LAX2026-07-2378-79°FNO0.920$17.810.0290.971
h2MIA2026-07-2390-91°FNO0.620$15.050.3110.689
h2MIA2026-07-2392-93°FNO0.530$13.710.3720.628
h2NYC2026-07-2378-79°FNO0.810$14.000.0840.916
h3ATL2026-07-2388-89°FNO0.740$9.020.1860.814
h3ATL2026-07-2390-91°FNO0.610$5.490.3180.682
h3CHI2026-07-2376-77°FNO0.700$9.020.0760.924
h3CHI2026-07-2378-79°FNO0.580$9.020.1980.802
h3DAL2026-07-2398-99°FNO0.730$9.020.1670.833
h3DAL2026-07-23100-101°FNO0.620$5.400.3010.699
h3DEN2026-07-2386-87°FNO0.610$2.650.3470.653
h3DEN2026-07-2388-89°FNO0.730$9.020.1610.839
h3LAX2026-07-2380-81°FNO0.660$9.020.0740.926
h3LAX2026-07-2382-83°FNO0.570$4.500.1720.828
h4ATL2026-07-2388-89°FNO0.740$6.650.1860.814
h4ATL2026-07-2390-91°FNO0.610$4.050.3180.682
h4CHI2026-07-2374-75°FNO0.900$6.650.0260.974
h4CHI2026-07-2376-77°FNO0.700$6.650.0760.924
h4CHI2026-07-2378-79°FNO0.580$6.650.1980.802
h4DAL2026-07-2396-97°FNO0.880$6.650.0620.938
h4DAL2026-07-2398-99°FNO0.730$6.650.1670.833
h4DAL2026-07-23100-101°FNO0.620$3.980.3010.699
h4DEN2026-07-2386-87°FNO0.610$1.960.3470.653
h4DEN2026-07-2388-89°FNO0.730$3.320.1610.839
Settlements2265 resolved
BookCityTargetBucketSideEntrySizeP&LResultWU high
baselineATL2026-07-2288-89°FNO0.770$11.37-$11.44LOSS88°F
baselineATL2026-07-2290-91°FNO0.540$11.37$9.55WIN88°F
h1ATL2026-07-2288-89°FNO0.770$34.34-$34.53LOSS88°F
h2ATL2026-07-2288-89°FNO0.770$18.58-$18.68LOSS88°F
h2ATL2026-07-2290-91°FNO0.540$18.58$15.61WIN88°F
h3ATL2026-07-2290-91°FNO0.540$9.49$7.98WIN88°F
h4ATL2026-07-2288-89°FNO0.770$6.74-$6.78LOSS88°F
h4ATL2026-07-2290-91°FNO0.540$6.74$5.67WIN88°F
baselineCHI2026-07-2270-71°FNO0.760$11.37$3.52WIN74°F
baselineCHI2026-07-2272-73°FNO0.540$11.37$9.55WIN74°F
h1CHI2026-07-2270-71°FNO0.760$34.34$10.64WIN74°F
h2CHI2026-07-2270-71°FNO0.760$18.58$5.75WIN74°F
h2CHI2026-07-2272-73°FNO0.540$18.58$15.61WIN74°F
h3CHI2026-07-2272-73°FNO0.540$9.49$7.98WIN74°F
h4CHI2026-07-2268-69°FNO0.926$6.74$0.53WIN74°F
h4CHI2026-07-2270-71°FNO0.760$6.74$2.09WIN74°F
h4CHI2026-07-2272-73°FNO0.540$6.74$5.67WIN74°F
baselineDAL2026-07-22102-103°FNO0.850$11.37$1.96WIN108°F
h1DAL2026-07-22102-103°FNO0.850$34.34$5.93WIN108°F
h2DAL2026-07-22102-103°FNO0.850$18.58$3.21WIN108°F
h3DAL2026-07-22104-105°FNO0.610$9.49$5.98WIN108°F
h3DAL2026-07-22106-107°FNO0.660$2.54$1.29WIN108°F
h4DAL2026-07-22102-103°FNO0.850$6.74$1.16WIN108°F
h4DAL2026-07-22104-105°FNO0.610$6.74$4.25WIN108°F
h4DAL2026-07-22106-107°FNO0.660$1.80$0.91WIN108°F
baselineDEN2026-07-2292-93°FNO0.560$10.30$7.98WIN94°F
h2DEN2026-07-2292-93°FNO0.560$16.82$13.03WIN94°F
h3DEN2026-07-2292-93°FNO0.560$8.60$6.66WIN94°F
h4DEN2026-07-2292-93°FNO0.560$4.94$3.83WIN94°F
baselineLAX2026-07-2276-77°FNO0.710$11.37-$11.45LOSS76°F
baselineLAX2026-07-2278-79°FNO0.660$11.37$5.76WIN76°F
h1LAX2026-07-2276-77°FNO0.710$34.34-$34.58LOSS76°F
h2LAX2026-07-2276-77°FNO0.710$18.58-$18.71LOSS76°F
h2LAX2026-07-2278-79°FNO0.660$18.58$9.41WIN76°F
h3LAX2026-07-2276-77°FNO0.710$9.49-$9.56LOSS76°F
h3LAX2026-07-2278-79°FNO0.660$9.49$4.81WIN76°F
baselineMIA2026-07-2292-93°FNO0.460$1.07-$1.09LOSS92°F
h2MIA2026-07-2292-93°FNO0.460$1.75-$1.78LOSS92°F
h3MIA2026-07-2290-91°FNO0.670$5.65$2.74WIN92°F
h3MIA2026-07-2292-93°FNO0.460$5.03-$5.10LOSS92°F
h1SEA2026-07-2294-95°FNO0.770$34.34-$34.53LOSS94°F
h3NYC2026-07-2284-85°FNO0.660$6.66$3.38WIN88°F
baselineATL2026-07-2190-91°FNO0.570$9.42-$9.52LOSS90°F
baselineATL2026-07-2192-93°FNO0.670$10.26$4.97WIN90°F
h2ATL2026-07-2190-91°FNO0.570$15.32-$15.48LOSS90°F
h2ATL2026-07-2192-93°FNO0.670$16.67$8.07WIN90°F
h3ATL2026-07-2190-91°FNO0.570$7.40-$7.48LOSS90°F
h3ATL2026-07-2192-93°FNO0.670$8.06$3.90WIN90°F
h4ATL2026-07-2190-91°FNO0.570$5.22-$5.28LOSS90°F
h4ATL2026-07-2192-93°FNO0.670$5.69$2.75WIN90°F
baselineCHI2026-07-2184-85°FNO0.570$6.79$5.05WIN86°F
baselineCHI2026-07-2186-87°FNO0.740$12.14-$12.22LOSS86°F
h1CHI2026-07-2186-87°FNO0.740$36.84-$37.08LOSS86°F
h3CHI2026-07-2184-85°FNO0.570$5.34$3.97WIN86°F
h3CHI2026-07-2186-87°FNO0.740$9.54-$9.60LOSS86°F
h4CHI2026-07-2184-85°FNO0.570$3.77$2.80WIN86°F
h4CHI2026-07-2186-87°FNO0.740$6.73-$6.77LOSS86°F
baselineDAL2026-07-21102-103°FNO0.760$12.14$3.76WIN106°F
h1DAL2026-07-21102-103°FNO0.760$36.84$11.41WIN106°F
h2DAL2026-07-21102-103°FNO0.760$19.72$6.11WIN106°F
h3DAL2026-07-21104-105°FNO0.600$9.54$6.26WIN106°F
h4DAL2026-07-21102-103°FNO0.760$6.73$2.08WIN106°F
h4DAL2026-07-21104-105°FNO0.600$6.73$4.42WIN106°F
baselineDEN2026-07-2194-95°FNO0.670$12.14$5.88WIN96°F
baselineDEN2026-07-2196-97°FNO0.900$12.14-$12.17LOSS96°F
h1DEN2026-07-2194-95°FNO0.670$36.84$17.84WIN96°F
h1DEN2026-07-2196-97°FNO0.900$36.84-$36.94LOSS96°F
h2DEN2026-07-2194-95°FNO0.670$19.72$9.55WIN96°F
h2DEN2026-07-2196-97°FNO0.900$19.72-$19.77LOSS96°F
h3DEN2026-07-2192-93°FNO0.620$1.83$1.10WIN96°F
h3DEN2026-07-2194-95°FNO0.670$9.54$4.62WIN96°F
h4DEN2026-07-2194-95°FNO0.670$6.73$3.26WIN96°F
h4DEN2026-07-2196-97°FNO0.900$6.73-$6.75LOSS96°F
baselineMIA2026-07-2190-91°FNO0.730$12.14-$12.22LOSS90°F
baselineMIA2026-07-2192-93°FNO0.460$9.94$11.53WIN90°F
h1MIA2026-07-2190-91°FNO0.730$36.84-$37.09LOSS90°F
h3MIA2026-07-2190-91°FNO0.730$5.98-$6.02LOSS90°F
h1NYC2026-07-2176-77°FNO0.810$36.84$8.47WIN82°F
h1NYC2026-07-2178-79°FNO0.660$36.84$18.67WIN82°F
h2NYC2026-07-2176-77°FNO0.810$19.72$4.53WIN82°F
h2NYC2026-07-2178-79°FNO0.660$19.72$9.99WIN82°F
h1SEA2026-07-2190-91°FNO0.640$36.84$20.39WIN92°F
h3LAX2026-07-2178-79°FNO0.750$9.54$3.12WIN80°F
h3LAX2026-07-2180-81°FNO0.510$9.54-$9.65LOSS80°F
h4LAX2026-07-2178-79°FNO0.750$5.51$1.80WIN80°F
baselineATL2026-07-2092-93°FNO0.570$11.46-$11.58LOSS92°F
h2ATL2026-07-2092-93°FNO0.570$18.08-$18.27LOSS92°F
h3ATL2026-07-2092-93°FNO0.570$9.18-$9.28LOSS92°F
h4ATL2026-07-2090-91°FNO0.840$5.39$1.01WIN92°F
h4ATL2026-07-2092-93°FNO0.570$6.89-$6.97LOSS92°F
baselineCHI2026-07-2082-83°FNO0.880$11.46-$11.49LOSS82°F
baselineCHI2026-07-2086-87°FNO0.720$11.46$4.38WIN82°F
h1CHI2026-07-2082-83°FNO0.880$37.47-$37.59LOSS82°F
h1CHI2026-07-2086-87°FNO0.720$37.47$14.31WIN82°F
h2CHI2026-07-2082-83°FNO0.880$18.08-$18.13LOSS82°F
h3CHI2026-07-2084-85°FNO0.690$9.18$4.05WIN82°F
h3CHI2026-07-2086-87°FNO0.720$9.18$3.51WIN82°F
h4CHI2026-07-2082-83°FNO0.880$6.89-$6.91LOSS82°F
h4CHI2026-07-2084-85°FNO0.690$6.89$3.04WIN82°F
h4CHI2026-07-2086-87°FNO0.720$6.89$2.63WIN82°F
baselineDAL2026-07-2098-99°FNO0.820$11.46$2.46WIN102°F
h1DAL2026-07-2098-99°FNO0.820$37.47$8.06WIN102°F
h2DAL2026-07-2098-99°FNO0.820$18.08$3.89WIN102°F
h3DAL2026-07-20100-101°FNO0.530$9.18$8.03WIN102°F
h4DAL2026-07-2098-99°FNO0.820$6.89$1.48WIN102°F
h4DAL2026-07-20100-101°FNO0.530$6.89$6.03WIN102°F
baselineDEN2026-07-2098-99°FNO0.550$6.51$5.25WIN100°F
h2DEN2026-07-2098-99°FNO0.550$10.28$8.29WIN100°F
h3DEN2026-07-2098-99°FNO0.550$5.22$4.21WIN100°F
h3DEN2026-07-20100-101°FNO0.610$9.18-$9.27LOSS100°F
h4DEN2026-07-2098-99°FNO0.550$3.92$3.16WIN100°F
h4DEN2026-07-20100-101°FNO0.610$4.48-$4.52LOSS100°F
baselineLAX2026-07-2076-77°FNO0.800$11.46$2.81WIN80°F
h1LAX2026-07-2076-77°FNO0.800$37.47$9.18WIN80°F
h2LAX2026-07-2076-77°FNO0.800$18.08$4.43WIN80°F
h3LAX2026-07-2078-79°FNO0.640$9.18$5.08WIN80°F
h3LAX2026-07-2080-81°FNO0.720$7.28-$7.33LOSS80°F
baselineMIA2026-07-2090-91°FNO0.660$11.46$5.80WIN92°F
baselineMIA2026-07-2092-93°FNO0.500$8.83-$8.94LOSS92°F
h1MIA2026-07-2090-91°FNO0.660$37.47$18.99WIN92°F
h3MIA2026-07-2090-91°FNO0.660$5.86$2.97WIN92°F
baselineNYC2026-07-2078-79°FNO0.830$7.57$1.52WIN82°F
h1NYC2026-07-2078-79°FNO0.830$37.47$7.52WIN82°F
h2NYC2026-07-2078-79°FNO0.830$18.08$3.63WIN82°F
h2SEA2026-07-2084-85°FNO0.650$15.22$8.06WIN82°F
baselineATL2026-07-1992-93°FNO0.610$7.19$4.53WIN90°F
baselineATL2026-07-1994-95°FNO0.740$12.10$4.17WIN90°F
h1ATL2026-07-1994-95°FNO0.740$32.06$11.06WIN90°F
h3ATL2026-07-1992-93°FNO0.610$6.36$4.00WIN90°F
h3ATL2026-07-1994-95°FNO0.740$10.70$3.69WIN90°F
h4ATL2026-07-1992-93°FNO0.610$4.29$2.70WIN90°F
h4ATL2026-07-1994-95°FNO0.740$7.22$2.49WIN90°F
baselineCHI2026-07-1978-79°FNO0.770$12.10-$12.17LOSS78°F
baselineCHI2026-07-1980-81°FNO0.540$9.70$8.15WIN78°F
h1CHI2026-07-1978-79°FNO0.770$32.06-$32.25LOSS78°F
h2CHI2026-07-1978-79°FNO0.770$19.77-$19.89LOSS78°F
h2CHI2026-07-1980-81°FNO0.540$15.85$13.32WIN78°F
h3CHI2026-07-1980-81°FNO0.540$8.58$7.21WIN78°F
h4CHI2026-07-1978-79°FNO0.770$7.22-$7.26LOSS78°F
h4CHI2026-07-1980-81°FNO0.540$5.79$4.86WIN78°F
baselineDAL2026-07-1996-97°FNO0.710$12.10$4.85WIN98°F
baselineDAL2026-07-1998-99°FNO0.590$12.10-$12.22LOSS98°F
h1DAL2026-07-1996-97°FNO0.710$32.06$12.86WIN98°F
h2DAL2026-07-1996-97°FNO0.710$19.77$7.93WIN98°F
h2DAL2026-07-1998-99°FNO0.590$19.77-$19.98LOSS98°F
h3DAL2026-07-1996-97°FNO0.710$10.70$4.29WIN98°F
h3DAL2026-07-1998-99°FNO0.590$10.70-$10.81LOSS98°F
h4DAL2026-07-1996-97°FNO0.710$7.22$2.90WIN98°F
h4DAL2026-07-1998-99°FNO0.590$7.22-$7.30LOSS98°F
baselineDEN2026-07-1996-97°FNO0.590$6.12$4.19WIN98°F
h2DEN2026-07-1996-97°FNO0.590$9.99$6.84WIN98°F
h3DEN2026-07-1996-97°FNO0.590$5.41$3.70WIN98°F
h3DEN2026-07-1998-99°FNO0.600$10.70-$10.81LOSS98°F
h4DEN2026-07-1996-97°FNO0.590$3.65$2.50WIN98°F
h4DEN2026-07-1998-99°FNO0.600$7.22-$7.29LOSS98°F
baselineLAX2026-07-1974-75°FNO0.860$12.10$1.93WIN76°F
baselineLAX2026-07-1978-79°FNO0.660$12.10$6.13WIN76°F
h1LAX2026-07-1974-75°FNO0.860$32.06$5.11WIN76°F
h1LAX2026-07-1978-79°FNO0.660$32.06$16.24WIN76°F
h2LAX2026-07-1974-75°FNO0.860$19.77$3.15WIN76°F
h2LAX2026-07-1978-79°FNO0.660$19.77$10.02WIN76°F
h3LAX2026-07-1976-77°FNO0.620$10.70-$10.80LOSS76°F
h3LAX2026-07-1978-79°FNO0.660$10.70$5.42WIN76°F
h4LAX2026-07-1974-75°FNO0.860$7.22$1.15WIN76°F
baselineMIA2026-07-1990-91°FNO0.700$1.20-$1.21LOSS90°F
h1MIA2026-07-1990-91°FNO0.700$32.06-$32.30LOSS90°F
h3MIA2026-07-1990-91°FNO0.700$1.06-$1.07LOSS90°F
h1NYC2026-07-1980-81°FNO0.760$32.06-$32.25LOSS80°F
h2NYC2026-07-1980-81°FNO0.760$19.77-$19.89LOSS80°F
h2NYC2026-07-1982-83°FNO0.610$13.71$8.63WIN80°F
h1SEA2026-07-1980-81°FNO0.820$32.06$6.89WIN78°F
baselineATL2026-07-1892-93°FNO0.590$9.36-$9.45LOSS92°F
h3ATL2026-07-1890-91°FNO0.720$6.59$2.52WIN92°F
h3ATL2026-07-1892-93°FNO0.590$7.39-$7.47LOSS92°F
h4ATL2026-07-1892-93°FNO0.590$5.39-$5.44LOSS92°F
baselineCHI2026-07-1886-87°FNO0.810$12.95$2.98WIN90°F
baselineCHI2026-07-1890-91°FNO0.710$11.93-$12.01LOSS90°F
h1CHI2026-07-1886-87°FNO0.810$40.44$9.29WIN90°F
h1CHI2026-07-1890-91°FNO0.710$37.26-$37.53LOSS90°F
h2CHI2026-07-1886-87°FNO0.810$20.85$4.79WIN90°F
h3CHI2026-07-1888-89°FNO0.640$10.23$5.66WIN90°F
h3CHI2026-07-1890-91°FNO0.710$9.42-$9.49LOSS90°F
h4CHI2026-07-1882-83°FNO0.991$7.46$0.07WIN90°F
h4CHI2026-07-1884-85°FNO0.970$7.46$0.23WIN90°F
h4CHI2026-07-1886-87°FNO0.810$7.46$1.71WIN90°F
h4CHI2026-07-1888-89°FNO0.640$7.46$4.13WIN90°F
baselineDAL2026-07-1894-95°FNO0.690$12.95$5.72WIN96°F
baselineDAL2026-07-1896-97°FNO0.600$10.39-$10.49LOSS96°F
h1DAL2026-07-1894-95°FNO0.690$40.44$17.86WIN96°F
h3DAL2026-07-1894-95°FNO0.690$10.23$4.52WIN96°F
h3DAL2026-07-1896-97°FNO0.600$8.21-$8.29LOSS96°F
h4DAL2026-07-1894-95°FNO0.690$7.46$3.29WIN96°F
h4DAL2026-07-1896-97°FNO0.600$5.98-$6.04LOSS96°F
baselineDEN2026-07-1896-97°FNO0.868$12.95$1.93WIN94°F
h1DEN2026-07-1896-97°FNO0.868$40.44$6.02WIN94°F
h2DEN2026-07-1896-97°FNO0.868$20.85$3.10WIN94°F
h3DEN2026-07-1894-95°FNO0.430$10.23-$10.38LOSS94°F
h4DEN2026-07-1894-95°FNO0.430$7.46-$7.56LOSS94°F
h4DEN2026-07-1896-97°FNO0.868$3.54$0.53WIN94°F
baselineLAX2026-07-1874-75°FNO0.850$12.95$2.24WIN78°F
Calibration ground-truthWunderground-basis highs toward re-fit (30)
CityBankedProgress to 30Eligible
ATL51/30
yes
CHI50/30
yes
DAL50/30
yes
DEN51/30
yes
LAX51/30
yes
MIA51/30
yes
NYC50/30
yes
SEA37/30
yes
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: -$3,776.06.