Finalize Vitalis Core: Ocean UI & Truth-Aware Logic

feat: upgrade Tier 1 foundation to opt-125m pre-trained generative checkpoint

feat: integrate structural self-study loop with explainable temporal tracking anchors

feat: complete robust multi-format ingestion module with structural fallback tracking

fix: integrate absolute directory resolution into core memory engine

fix: move import inside class to bypass interpreter scan

fix: resolve directory structure and lazy import logic