Auto Seasonality Scanner

Forecast Dashboard – Seasonality & Robustness

The Forecast Dashboard indicator analyzes historical seasonality and identifies statistically robust long and short time windows. It is based on cyclical patterns, real trading days, and a robust in-sample / out-of-sample backtest.

The indicator does not provide entry signals. It is designed as an objective context filter for swing and position trading.

Features

- Cycle-based seasonality (1-year, 4-year, or custom)
- Automatic cycle detection for BTC, US indices, and US stocks
- Systematic search for optimal long/short windows
- Fixed or automatic window lengths
- In-sample / out-of-sample separation including robustness score
- Win rate, average performance, trade count, and overall score
- Vertical entry and exit markers on the chart
- Compact dashboard with all relevant metrics
- Correct trading-day logic (no weekend or ±1-day offsets)

Use Cases

- Seasonal swing setups
- Timing support for existing strategies
- Objective evaluation of seasonal market phases

Disclaimer

- Purely statistical analysis of historical data
- No performance or profit guarantees
- No automated trading