# The Silk - Commodity Forecast - 2026-05-25

**Generated from**: local

---

## 1. Situation

<!-- BANNER_DATA: {"sectors": {"metals": {"summary": "Lithium -1.69\u03c3/30d declining; Copper +1.63\u03c3/252d rising; mixed signals", "direction": "neutral"}, "energy": {"summary": "Uranium -1.59\u03c3/30d under pressure; Oil & Gas lack breakout signals", "direction": "down"}, "agriculture": {"summary": "Wheat +2.11\u03c3/252d alert breakout leads sector higher", "direction": "up"}, "softs": {"summary": "Coffee -2.06\u03c3/60d alert selloff dominates; Sugar quiet", "direction": "down"}}, "currencies": {"AUD": {"summary": "z30=-0.66 mild weakness; commodity demand softening", "direction": "down"}, "CAD": {"summary": "z30=-1.79 notable weakness; energy drag weighing on CAD", "direction": "down"}, "NZD": {"summary": "No z-score data available; direction indeterminate", "direction": "neutral"}, "BRL": {"summary": "z30=-0.71 modest weakness; ag strength not yet supportive", "direction": "down"}}} -->

### Silk Spiderweb Context

- Direction ratio: 67% bullish (-4pp weekly)
- Sigma intensity: 1.56 (33% alert)
- Yield curve: normal at +52bp
- Geopolitical risk: 0.38 (stable)

### Commodity Scan Summary

- Scanned: 14 contracts
- Breakouts: 6
- PDS computed: 14
- **FALSIFICATION TRIGGERED**: 3 commodity signals oppose Silk direction

---

## 2. Signal

| Asset | Sector | Price | Z-Score | Window | Trade | PDS | Currency |
|-------|--------|-------|---------|--------|-------|-----|----------|
| ZW=F [alert] | agriculture | $646.25 | +2.11σ | 252d | LONG | 0.39 | weakening |
| KC=F [alert] | softs | $272.50 | -2.06σ | 60d | SHORT | 0.50 | weakening |
| PDBC [watch] | broad | $18.20 | +1.76σ | 252d | LONG | 0.48 | — |
| ALB [watch] | metals | $171.58 | -1.69σ | 30d | SHORT | 0.48 | weakening |
| HG=F [watch] | metals | $6.34 | +1.63σ | 252d | LONG | 0.45 | weakening |
| URA [watch] | energy | $48.96 | -1.59σ | 30d | SHORT | 0.41 | weakening |

---

## 3. Opportunity

- **Primary**: Wheat (ZW=F): ALERT +2.11σ → long (59%, drivers: z_score, pds_coherence(0.39), currency_z(-0.9), silk_ratio(0.67))
- **Primary**: Coffee (KC=F): ALERT -2.06σ → short (60%, drivers: z_score, pds_coherence(0.50), currency_z(-0.7), silk_ratio(0.67))
- **Secondary**: Diversified Commodity ETF (PDBC): WATCH +1.76σ → long (54%, drivers: z_score, pds_coherence(0.48), silk_ratio(0.67))
- **Secondary**: Lithium (Albemarle proxy) (ALB): WATCH -1.69σ → short (55%, drivers: z_score, pds_coherence(0.48), currency_z(-0.7), silk_ratio(0.67))
- **Secondary**: Copper (HG=F): WATCH +1.63σ → long (55%, drivers: z_score, pds_coherence(0.45), currency_z(-0.7), silk_ratio(0.67))
- **Secondary**: Uranium ETF (URA): WATCH -1.59σ → short (57%, drivers: z_score, pds_coherence(0.41), currency_z(-1.8), silk_ratio(0.67))

---

## 4. PDS Coherence Dashboard

| Asset | PDS | Stability | Coherence | Coupling | Mode | Consonance |
|-------|-----|-----------|-----------|----------|------|------------|
| ZW=F | 0.390 | 0.56 | 0.54 | 0.07 | composite | — |
| KC=F | 0.498 | 0.94 | 0.47 | 0.08 | composite | — |
| PDBC | 0.485 | 0.65 | 0.76 | 0.04 | atomic | — |
| ALB | 0.479 | 0.71 | 0.71 | 0.02 | atomic | — |
| HG=F | 0.455 | 0.73 | 0.58 | 0.06 | composite | — |
| URA | 0.411 | 0.67 | 0.51 | 0.05 | composite | — |
| GC=F | 0.388 | 0.54 | 0.58 | 0.04 | composite | — |
| SI=F | 0.383 | 0.61 | 0.45 | 0.08 | composite | — |
| CL=F | 0.571 | 0.78 | 0.88 | 0.06 | atomic | — |
| NG=F | 0.473 | 0.63 | 0.75 | 0.04 | composite | — |
| ZS=F | 0.466 | 0.77 | 0.54 | 0.09 | composite | — |
| ZC=F | 0.459 | 0.84 | 0.48 | 0.06 | composite | — |
| SB=F | 0.461 | 0.73 | 0.57 | 0.07 | composite | — |
| REMX | 0.500 | 0.77 | 0.65 | 0.07 | atomic | — |

---

**Sources**: Silk Report, yfinance, Stationarity (PDS)


---

## 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 a conjunction-bounded probability — the estimated chance that the trade is profitable over a 4-day holding period. The percentage starts from a calibrated base rate (55% for ALERT signals, 50% for WATCH) and is adjusted by how many supporting drivers align: PDS coherence, commodity-currency direction, and Silk spiderweb direction. When multiple correlated drivers agree, the probability is decayed (not stacked) to avoid overconfidence from signals that share a common cause.

**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.


> **LJ3 FALSIFICATION**: Commodity Z-scores diverge from Silk direction. New recommendations paused pending inquiry.