Done. I've written up your FY2025 forecast accuracy review in `/tmp/spb-forecast-accuracy-fy25-claude-53h7k4yc/output/accuracy-note.md`.

**The headline**: The 9+3 reforecast nailed it—just $3K off, or 0.02%, with MAPE of 0.63%. Operating expenses were equally tight at 0.30% MAPE.

**Key takeaways**: Budget overran Revenue by $362K (3.2%), with July carrying a $132K miss. Earlier reforecasts showed the usual pattern—accuracy improves as actuals pile up. One note: the 9+3's excellence comes partly from nine closed months; only three months left to forecast. Operating expenses proved stable across all versions, never breaking 4.1% MAPE.

Both the accuracy data and the note are in `output/` ready for your review.