feat: engineering seed, BGE-base embed, FORCE_RESEED startup flag

fix: auto-disable LM Studio on HF Spaces via SPACE_ID detection

feat: sync all features from local-guide — BRIEF synthesis, REVIEW, weekly thread, unified lm.py, new frontend build

feat: add backend, frontend, seed data, and HF Spaces wiring