signal-run

What problem does it solve?

This Skill streamlines the execution and analysis of Signal Layer tasks, eliminating the need for manual processes and reducing the time spent on repetitive tasks.

Core Features & Use Cases

• Automated Signal Run Creation: Creates a standardized directory structure and run_state.json file for Signal Layer task execution.
• Data Acquisition: Manages data retrieval and storage, preparing data for further analysis.
• Market Profile Generation: Generates market profiles for informed decision-making.
• Strategy Exploration and Backtesting: Automates the exploration and backtesting of strategies.
• Review and Selection: Facilitates the review and selection of the best strategy.
• Use Case: Automate the end-to-end process of creating a signal layer task for a specific asset, including data retrieval, strategy generation, backtesting, and final selection.

Quick Start

Execute a signal run for the asset 000300.SH from 2024-01-01 to 2024-12-31 with the command python -m strategy_lab.cli signal new-run 000300.SH --start-date 2024-01-01 --end-date 2024-12-31.