Designing robust tests
- Use out-of-sample testing to avoid curve-fitting.
- Include slippage and variable spreads when modeling gold moves.
Essential metrics
- Win rate and expectancy
- Sharpe ratio and max drawdown
- Distribution of returns and consecutive losers
Execution notes
- Run forward tests on a separate timeframe and monitor for regime changes (rising volatility, structural breaks).