System Health

Data flows through the candle-close event pipeline. Each candle close triggers all analysis layers (ICT, Order Flow, CNN, Strategy Rotation, COT) which produce calibrated probability signals. These are aggregated into a composite signal weighted by Brier-optimized layer weights.

When any data source is stale or degraded, the system suppresses signal generation to prevent unreliable outputs. The health monitor continuously checks source freshness against configured thresholds.