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Phase 1 (FAST): Creates stub records with filesystem metadata only - path, size, mtime - no file content reading - Populates asset database quickly on startup Phase 2 (ENRICH): Extracts metadata and computes hashes - Safetensors header parsing, MIME types - Optional blake3 hash computation - Updates existing stub records Changes: - Add ScanPhase enum (FAST, ENRICH, FULL) - Add enrichment_level column to AssetCacheState (0=stub, 1=metadata, 2=hashed) - Add build_stub_specs() for fast scanning without metadata extraction - Add get_unenriched_cache_states(), enrich_asset(), enrich_assets_batch() - Add start_fast(), start_enrich() convenience methods to AssetSeeder - Update start() to accept phase parameter (defaults to FULL) - Split _run_scan() into _run_fast_phase() and _run_enrich_phase() - Add migration 0003_add_enrichment_level.py - Update tests for new architecture Amp-Thread-ID: https://ampcode.com/threads/T-019c4eef-1568-778f-aede-38254728f848 Co-authored-by: Amp <amp@ampcode.com>