Signal To Rule Mapping
Convert Predictions Into Conditions
Treat any model output as an input, then define what must be true before an order fires. Example: only buy after a bullish score persists for 3 candles and ATR drops below its 14-day average. Add a second rule that takes profit in two steps, such as 50% at +3% and the rest with a trailing stop.
Risk First Automation
Set portfolio caps, per-trade risk limits and cooldown timers so one bad regime does not cascade. If drawdown hits 6% in a week, pause related rules and send an alert. This keeps experimentation structured while you iterate.
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