Reflect Score Logic

The Reflect Score is a composite behavioral score out of 100 that quantifies emotional and strategic trading discipline. It’s calculated from three weighted sub-metrics:

1. Emotional Control (Weight: 40%)

• Penalized if wallet shows repeated overtrading, especially after losses.

• Flags:

  • Multiple buy transactions shortly after a large red trade (realized < 0)

  • High frequency of trades in short timeframe (last_trade_time - first_buy_time < X)

• Formula:

  tsCopyEditemotionalControl = 100 - Math.min(40, emotionalFlags * 10)

2. Risk Discipline (Weight: 30%)

• Measures consistency of position sizing and avoidance of YOLO trades.

• Compares average buy size variance between tokens.

• Flags:

  • Buy transactions with amount > 3x the average

• Formula:

  tsCopyEditriskDiscipline = 100 - Math.min(30, highRiskTrades * 10)

3. Pattern Breaking (Weight: 30%)

• Tracks whether user adapts or repeats harmful patterns (e.g., revenge trading).

• Flags:

  • Selling immediately after a loss, rebuying same token quickly

  • Zero break period between red streak and next trade

• Formula:

  tsCopyEditpatternBreaking = 100 - Math.min(30, patternBreakFlags * 10)

Final Score:

tsCopyEditreflectScore = emotionalControl * 0.4 + riskDiscipline * 0.3 + patternBreaking * 0.3

All flags and metrics are collected in real-time and cached per 24h timeframe.