Add stage-aware listening planner and F-1 student awareness

Improve conversational MVP routing

Polish MVP support experience

Prepare Core dataset intake and resource registry

Polish peer helper and scope handling

Add Core safety metadata and eval summaries

Implement EmpathRAG Core hybrid router

Start V2.5 support navigator hardening