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Vendors Zotero's 61-table SQLite backend as a first-class Python module: - zot.db.Db: full ORM with CRUD, EAV fields, creators, tags, collections, search, validation, bulk ops, structured reads, delete, stats - zot.table: 61 Pydantic SQLTable models from real host-zotero.sqlite - zot.schema: bootstrap fresh zotero.sqlite with complete DDL + 1,100 seed rows - zot.duck.DuckDb: DuckDB engine with attach/mirror modes, flat views, analytics (type/tag/year/collection counts, tag co-occurrence, DOI/PDF coverage), Parquet export, Polars DataFrame conversion - zot.extract.Extractor: parse Zotero HTML notes into Quote objects, generate :pincite: directives for docstrings, export provenance for knowledge graph ingestion Fixes all Zotero ID constants across the codebase — every item type, field, and creator type ID was wrong (fabricated, not from real schema). Corrected: statute=20, report=15, webpage=13, document=34, journalArticle=4, attachment=14; title=110, url=1, DOI=26, etc. Refactors bib.sync to use zot.db.Db instead of raw SQL. Fixes 6 dev/scripts that had wrong hardcoded IDs and duplicated helpers. Adds compose mount validation tests, fixes 2 pre-existing test failures. Closes #247, #249, #250 and 14 pkg-vuln issues. 12,634 tests passing, 0 failures.
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