The portfolio was being held almost entirely in cash due to overly restrictive signal validation parameters that filtered out valid market opportunities. We lowered the MIN_SIGNAL_STRENGTH threshold and widened the MA window separation to ensure better sensitivity to price trends, while increasing the lookback period to accommodate these changes. These adjustments should significantly improve capital allocation by allowing more signals to pass through the pipeline.