The Silk - Commodity Forecast

2026-07-25 · local

Situation

Metals
REMX -2.07σ alert, ALB -1.57σ; rare earth/lithium supply weak
Energies
WTI +1.78σ up, URA -1.54σ down; crude bid, uranium fades
Ags
Wheat +2.18σ, soy +2.15σ, corn +1.89σ; grains broadly bid
Softs
Coffee/sugar no breakouts; high PDS but flat tape
AUD
AUD +0.43σ mild strengthening vs USD
CAD
CAD +0.58σ firm on crude bid
NZD
NZD no data; undetermined
BRL
BRL +0.60σ strongest, ag tailwind

Silk Spiderweb Context

Direction ratio: 56% bullish
Sigma intensity: 1.43 (43% alert)
Yield curve: normal at +36bp
Geopolitical risk: 0.38 (stable)

Commodity Scan Summary

Scanned: 14 contracts
Breakouts: 8
PDS computed: 14

Signal

AssetSectorPrice Z-ScoreWindowTrade PDSCurrency
ZW=F [alert] agriculture $678.00 +2.18σ 252d LONG 0.38 strengthening
ZS=F [alert] agriculture $1,248.00 +2.15σ 252d LONG 0.42 strengthening
PDBC [alert] broad $18.06 +2.15σ 30d LONG 0.52
REMX [alert] metals $69.53 -2.07σ 60d SHORT 0.40 strengthening
ZC=F [watch] agriculture $464.25 +1.89σ 30d LONG 0.43 strengthening
CL=F [watch] energy $89.31 +1.78σ 30d LONG 0.39 strengthening
ALB [watch] metals $116.91 -1.57σ 60d SHORT 0.45 strengthening
URA [watch] energy $41.13 -1.54σ 252d SHORT 0.41 strengthening

Opportunity

PRIMARY
Wheat (ZW=F): ALERT +2.18σ → long
50%
PRIMARY
Soybeans (ZS=F): ALERT +2.15σ → long
50%
PRIMARY
Diversified Commodity ETF (PDBC): ALERT +2.15σ → long
50%
PRIMARY
Rare Earths ETF (REMX): ALERT -2.07σ → short
50%
SECONDARY
Corn (ZC=F): WATCH +1.89σ → long
49%
SECONDARY
Crude Oil WTI (CL=F): WATCH +1.78σ → long
49%
SECONDARY
Lithium (Albemarle proxy) (ALB): WATCH -1.57σ → short
49%
SECONDARY
Uranium ETF (URA): WATCH -1.54σ → short
49%

PDS Coherence Dashboard

AssetPDSStability CoherenceCoupling ModeConsonance
ZW=F 0.379 0.55 0.52 0.07 atomic
ZS=F 0.419 0.60 0.57 0.09 composite
PDBC 0.517 0.74 0.73 0.08 atomic
REMX 0.401 0.59 0.55 0.06 atomic
ZC=F 0.428 0.67 0.53 0.08 composite
CL=F 0.386 0.71 0.38 0.07 composite
ALB 0.451 0.54 0.72 0.10 composite
URA 0.410 0.55 0.58 0.10 composite
HG=F 0.403 0.70 0.45 0.05 composite
GC=F 0.457 0.61 0.73 0.03 composite
SI=F 0.399 0.66 0.47 0.07 composite
NG=F 0.403 0.63 0.51 0.07 composite
KC=F 0.583 0.80 0.76 0.19 composite
SB=F 0.507 0.73 0.75 0.04 atomic

Performance Scorecard

Backtest (2684d):730/1498, 49%, +415.7%
Brier Score:0.250 PASS (threshold: 0.25)

About This Report

This is the downstream commodities report — a daily forecast of metals, agriculture, energies, and softs that extends the Silk Report's spiderweb analysis into commodity markets.

Silk Report linkage. The Silk Report scans equities, forex, rates, and crypto for statistical breakouts and generates a daily spiderweb summary (direction ratio, sigma intensity, yield curve, geopolitical risk). This commodity report ingests that spiderweb as its primary context, then runs an independent scan of 14 commodity contracts and 4 commodity-linked currencies (AUD, CAD, NZD, BRL) to find where commodity prices diverge from or confirm the broader market picture.

Signal table. Each row is a commodity that triggered a statistical breakout. The PDS column is a Polyphonic Drift Score (0-1) measuring how coherent the asset's frequency-domain structure is — higher scores mean the price signal is more internally consistent.

Opportunity panel and percentages. Each opportunity shows the estimated chance that the trade is profitable over a 4-day holding period. This is a calibrated base rate by sigma tier (ALERT 50%, WATCH 49%, CRITICAL 51%), derived from realized cross-regime commodity outcomes (2022–2026). Earlier versions adjusted this number up when PDS coherence, commodity-currency direction, or the Silk spiderweb agreed; those adjustments were removed in 2026-06 after validation showed none of them predicts outcomes out-of-sample (the currency-alignment signal in particular reversed sign across market regimes). PDS, currency, and Silk context are still shown in the tables below as qualitative signal-quality context — they just no longer move the probability. Note the realized rates are near 50% across all tiers: these commodity breakouts are close to coin-flips, and the honest base rate says so.

PDS Coherence Dashboard. The bottom panel decomposes the PDS score into its three components: amplitude stability (how steady the signal's strength is), phase coherence (how aligned its frequency cycles are), and coupling (how strongly the voices interact). The Mode column shows whether the score is driven by one dominant frequency (atomic) or a blend of several (composite). Consonance describes whether the frequency voices are harmonically related (consonant), competing (tense), or breaking apart (dissonant). Use this panel for deeper signal-quality analysis beyond the headline PDS number in the signal table.