Overnight Research Workflow (Cron: 10PM ET daily)

Workflow Execution Steps

Step 1: hypothesis-generation

Generate N hypotheses from KG signals and market data. Tool: emerald_signals(action="alpha") + KG research query.

Step 2: batch-backtest

Run all hypotheses through qlib backtest queue on GPU node. Tool: Route to data-science-mcp for batch execution.

Step 3: debate-winners

Debate top-performing hypotheses via trading swarm. Tool: graph_orchestrate(action="start_debate", task=top_hypothesis)

Step 4: kg-persist

Store validated strategies and research results in KG. Tool: graph_write(action="add_node", node_type="BacktestResult", ...)