Strategy Workflow

Comprehensive strategy development workflow for quantitative trading, from hypothesis to validated production deployment.

Overview

This skill provides a complete framework for developing, testing, and validating trading strategies. It supports:

• Hypothesis-driven strategy development
• Multi-GPU backtesting on Vast.ai
• Bayesian hyperparameter optimization with Optuna
• Walk-forward validation and out-of-sample testing
• Automated tearsheet generation

Entry Points

Control Plane (Swarm Orchestration)

Always-on watchdog loops that manage hardware utilization and self-healing: