Added section explaining:
- Forward 30d P&L is a rolling window, changes every day
- Why numbers shift (window moves, sync_floors recalculates p80, git reset restores different backtest.json)
- Judgment rules: 1 week negative = observe, 2 weeks = demote, 3 weeks = kick
- Don't swap wallets based on one day's data - look at multi-week trends
- This is why weekly Friday review exists, not daily
Complete guide for human-AI collaboration on weekly Friday bench review:
- Part 1: Full wallet screening chain (3 layers: watch_sharps -> backtest -> live)
with copy_pnl vs forward realized explanation (oliman2/leegunner lesson)
- Part 2: Weekly Friday review process (5 steps with exact commands)
- Step 1: Human pulls 6 data sets from server (exact commands)
- Step 2: AI analyzes 5 dimensions (forward P&L, copy_pnl, conv_win, seasonal, floor)
- Step 3: AI outputs structured recommendation
- Step 4: Human makes final decision
- Step 5: Human executes on server (promote/demote/pin commands)
- Part 3: Log analysis guide (how to discover wallet niches, floor drift,
CASH!=CHAIN, RTDS issues from logs)
- Part 4: Data checklist (8 items human must provide from cloud)
- Part 5: AI agent work rules (input format, analysis rules, output format)
- Appendix: Current status snapshot (8 live + 7 bench with forward P&L)