[fix] Hide doubled 'processing' spinner; never leak @@END / metadata

[agentic] LLM labeled review summary, eligibility-aware assessment, control fix

[T044-T048 + data] Phase 4 recommendations + real UNHCR stats integration

[T035-T043] Phase 3 — situation assessment (reasoning stream + real tools)