Aggregate weekly stats and adjust strategy.
Flow
1. Get Current Portfolio
Fetch portfolio data from Polymarket.
2. Read Past 7 Days
Load daily memory files, extract all trades.
3. Weekly Statistics
Total trades, win rate, total P&L, avg P&L/trade, largest win, largest loss.
4. Strategy Breakdown
For each layer (S1 sweet zone, S2 trend, S-Elon, S3 arbitrage, S7 short-term): trades, win rate, total P&L, avg return.
5. Risk Review
Rule violations, stop-loss execution rate, concentration trends, max drawdown.
6. Next Week Adjustments
Strategies to scale up/down, category changes, new monitors, parameter tuning.
7. Report
Push weekly report. Write to daily memory.