evolver-repoA self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
heartbeat-tasksManage and execute periodic heartbeat tasks for trading, memory evaluation, archiving, and reporting with state tracking and anomaly alerts.
trading-memory-managementManage and standardize trading decision records, extract lessons, and support history retrieval and comparison within the PAI trading system.