Order Instruction Generation

Order Instruction Generation is the core component of the Execution System, transforming strategy parameters from the Multi-Model Decision Layer into executable trading instructions.

Key functionalities include:

• Limit Price Bands: Dynamically generates order price ranges based on market depth, volatility, and expected impact costs, avoiding excessive slippage from single-point orders.

• Slippage Tolerance: Automatically sets maximum acceptable slippage ranges based on current market liquidity and transaction rhythm, adjusting in real time during order execution.

• Order-Splitting Rhythm: Splits large orders into multiple batches, optimizing execution timing according to real-time market liquidity and transaction rates to reduce market impact.

• Order Placement Density: Dynamically adjusts the number and distribution of orders, ensuring even coverage across depth levels while balancing execution efficiency and cost control.

• Position Targets: Determines the position size for each trade based on strategy signals and risk constraints, achieving precise position management.