The Silk - Crypto Forecast

Situation

Stablecoin Flows

Regime: **risk-off**

Net 24h supply change: $-424.5M

BTC dominance: 56.2%

Silk Spiderweb Context

Direction ratio: 36% bullish

Crypto Scan Summary

Scanned: 8 symbols

Breakouts: 8

Signal

Asset	Sector	Price	Z-Score	Window	Trade	Probability
AVAX-USD [critical] *	smart_contract	$6.62	-4.02σ	60d	LONG	55%
ADA-USD [critical]	smart_contract	$0.15	-3.88σ	60d	LONG	55%
SOL-USD [critical] *	smart_contract	$61.78	-3.63σ	60d	LONG	55%
XRP-USD [critical]	payments	$1.08	-3.56σ	60d	LONG	55%
DOT-USD [critical]	smart_contract	$0.94	-3.49σ	60d	LONG	55%
ETH-USD [critical]	smart_contract	$1,545.81	-3.42σ	60d	LONG	55%
LINK-USD [critical] *	oracle	$7.26	-3.23σ	60d	LONG	55%
BTC-USD [critical]	store_of_value	$60,514.77	-3.21σ	60d	LONG	55%

Opportunity

PRIMARY

Avalanche (AVAX-USD): CRITICAL -4.02σ → long

55%

PRIMARY

Cardano (ADA-USD): CRITICAL -3.88σ → long

55%

PRIMARY

Solana (SOL-USD): CRITICAL -3.63σ → long

55%

PRIMARY

Ripple (XRP-USD): CRITICAL -3.56σ → long

55%

PRIMARY

Polkadot (DOT-USD): CRITICAL -3.49σ → long

55%

PRIMARY

Ethereum (ETH-USD): CRITICAL -3.42σ → long

55%

PRIMARY

Chainlink (LINK-USD): CRITICAL -3.23σ → long

55%

PRIMARY

Bitcoin (BTC-USD): CRITICAL -3.21σ → long

55%

Probability Drivers

Asset	Cascade	Probability	Drivers
AVAX-USD	PRIMARY	55%	z_score
ADA-USD	PRIMARY	55%	z_score
SOL-USD	PRIMARY	55%	z_score
XRP-USD	PRIMARY	55%	z_score
DOT-USD	PRIMARY	55%	z_score
ETH-USD	PRIMARY	55%	z_score
LINK-USD	PRIMARY	55%	z_score
BTC-USD	PRIMARY	55%	z_score

Performance Scorecard

Backtest (2242d):892/1601, 56%, +1198.9%

In Sample (106d):1/3, 33%, -10.4%

Brier Score:0.252 FAIL (threshold: 0.25)

About This Report

This is the daily crypto report — a forecast of major cryptocurrencies (BTC, ETH, SOL, AVAX, XRP, LINK, DOT, ADA) that mirrors the Silk and commodity reports' shape with crypto-specific data layers.

**Data sources.** Price OHLCV is sourced via the [DataLoaders](https://github.com/hcarsten/DataLoaders) crypto loader (Yahoo primary, Versol fallback). Stablecoin supply changes come from [DefiLlama](https://stablecoins.llama.fi/). BTC dominance is from CoinGecko's free `/global` endpoint. The Silk spiderweb direction ratio is ingested from today's Silk newspaper.

**Signal table.** Each row is a crypto symbol whose price triggered a statistical breakout against its rolling Z-score. The Trade column applies the CRITICAL reversal rule (>3σ moves trade opposite direction; ALERT/WATCH continue with the breakout direction).

**Opportunity panel.** **Primary** signals are direct breakouts. **Secondary** signals are sector ripples — coins in the same sector as a primary breakout get a probability haircut (0.95×) and surface so the trader can see the full coupling. There is **no tertiary cascade** for crypto — the market is too tightly coupled and the inferential chain too lossy to add value.

**Probability and drivers.** Each signal's probability starts from a base (55% for ALERT/CRITICAL, 50% for WATCH). Aligned drivers — stablecoin flow direction, Silk newspaper alignment — add small bumps via conjunction decay. Adverse drivers are filtered, not subtracted: when an aligned driver isn't available the signal stands on its z-score alone. The Drivers column shows which evidence is contributing.

**Trading scope.** Crypto signals persist to `breakouts.csv` tagged `silk_crypto`. Live execution via Coinbase is currently deferred — the unified order executor logs crypto signals as visible-but-not-executed until a `coinbase_client.py` is implemented.