Monthly Auto-Calibration: Every 1st of the month at 3:00 AM, the system analyzes the last 30 days of closed signals and adjusts weights automatically.

Performance Scoring: Each indicator is scored 0-100 based on win rate (50%), expectancy (50%), and average R-multiple contribution.

Weight Adjustments:

• Score 70+: Weight boosted by 20%
• Score 50-69: Weight maintained at 100%
• Score 30-49: Weight reduced by 20%
• Score <30: Weight reduced by 40%

Regime Adaptation: Weights are further adjusted based on the current market regime to optimize for trending vs ranging vs volatile conditions.