The repository contains AI agents for automated deep research and quantitative trading. The agents feature recursive exploration with configurable depth, parallel processing with rate limiting, real-time progress tracking, and markdown report generation. A second agent system handles fully autonomous hedge fund operations including strategy ideation, alpha engineering, backtesting, and portfolio construction.