Added 6 new spam emails and improved classifier to filter:
- Application deadline marketing (Early Decision/Action, "apply by" dates)
- Scholarship event attendance (SOAR days, scholarship days)
- "Apply now/today/right away" call-to-action spam
- "Once you are accepted" conditional marketing
- Priority application marketing

All tests pass with 100% accuracy on 73 labeled emails.

💘 Generated with Crush

Assisted-by: Claude Sonnet 4.5 via Crush <crush@charm.land>

Added 2 new emails from 2025-12-11 export:
- Cedarville scholarship opportunity (approved - specific application)
- Cornerstone direct admission marketing (filtered)

Updated classifier to exclude "direct admit/admission" emails that
ask to complete a profile (marketing, not actual acceptance).

Test results: 100% accuracy on all 67 labeled emails.

💘 Generated with Crush

Assisted-by: Claude Sonnet 4.5 via Crush <crush@charm.land>