trading-algorithm

What problem does it solve?

This Skill provides expert guidance on designing, implementing, and validating sophisticated trading algorithms, ensuring robust risk management and maximizing profitable edges.

Core Features & Use Cases

• Strategy Design: Develops and refines trading strategies based on market regimes, signal generation, and risk-adjusted returns.
• Risk Management: Enforces strict rules for position sizing, portfolio heat, and drawdown limits.
• Validation: Implements rigorous backtesting methodologies like walk-forward validation to prevent overfitting and ensure out-of-sample performance.
• Use Case: When considering a new momentum swing trading strategy, this Skill will guide the process from defining entry/exit rules and position sizing using half-Kelly, to setting up walk-forward validation and ensuring it meets target Sharpe ratios and drawdown limits.

Quick Start

Use the trading-algorithm skill to analyze the provided backtest results for potential overfitting and suggest improvements to the walk-forward validation process.