Open the matter in this database and load the review-table prompt corpus.

One matter is one database file. Loading the corpus is idempotent: unchanged inventories are skipped, a changed one is re-parsed. Call this before anything else.

Record the entities named in the Table Instructions, so their placeholders bind.

The corpus ships templates: [Project name], [Exact legal name] ([jurisdiction and entity type]; [role in the group]), [Buyer legal name]. Left unbound, a prompt asks the model to decide whether a document's party is a review subject against a list of square brackets — and Unable to determine becomes the correct answer to the wrong question. Call this before any run, and it reports any placeholder still unbound.

Report what the matter holds: documents, classification, units, and cells filled per table.

Reports documents that carry no classification, because no table can see those.

Extract, chunk, and store every supported file under a directory.

Idempotent by content hash: an unchanged file is skipped. A PDF page with no text layer is a scan, and is read by OCR — locally with tesseract by default, so nothing leaves the machine. A document read that way records that its text is a transcription rather than the document's own, reports the engine and its confidence, and any Verbatim cell drawn from it is flagged: the quotation was checked against a reading of the page, not the page.

vision sends page images to the model instead. It reads harder scans, but it transcribes fluently, so a misreading looks like ordinary text — opt in deliberately.

Search the vault's text and return passages with their document, page, and offsets.

Store Table 05 classification for files, which is what routes them to every other table.

Use this when you have classified files yourself. Running Table 05 through run_table writes the same records. A file with no workstream is invisible to every workstream table.

Show the rows a table would run over, without writing them.

Grouped tables assemble a family from a base document plus everything issued under it. Reports dependents whose base is absent or ambiguous: 00a warns that a family missing an amendment produces a confidently wrong row and nothing else detects it.

Write the review units for a table. Units a human assembled are never replaced.

Fill a review table's cells, in dependency order, from the documents in each row.

The run is durable: every cell commits as it is filled, so calling again after a failure resumes rather than restarting. Already-filled cells are skipped unless refill is set, and a locked or human-corrected cell is never overwritten.

Each cell is checked against the 00a standards before it persists: the fallback vocabulary, Classify options, ISO dates, no markdown, no arithmetic, and for Verbatim columns that the quoted text actually appears in the row's documents. Violations are recorded on the cell and returned as findings.

This spends money. A 27-column table over 40 rows is roughly 1,080 model calls.

Report what run_table would cost, without running it or spending anything.

Counts the exact requests the run would send. Cells that are already filled, locked, or reviewed are excluded, because a run would skip them. Reports the cost both with and without the cached unit prefix, so the saving from that design is visible.

Call this before any run over more than a handful of rows.

Report a run's progress, token spend, and any error that stopped it.

Read a filled table: one entry per row, with each cell's value, review status, and violations.

Show a cell's value and the sentences it was drawn from, with document and offsets.

This is how a reviewer checks a cell without opening the whole document. A cell whose evidence list is empty was filled from no quoted text.

Record a human's judgment on a cell: verification, correction, materiality, consequence.

Materiality and deal consequence are human columns by design; the engine never fills them. A verified or locked cell is not overwritten by a later run.

Describe a table: its review unit, grouping, Table Instructions, and every column.

Each column reports its native type, execution stage, configured options, and any pre-run verification caveat the inventory recorded against its type.

Return one column's full prompt text, with its upstream and downstream columns.

Find columns across all 24 tables by name, purpose, or prompt text.

List the derived artifacts and what each is built from.

Build a derived artifact by filtering cells that already exist.

00a: never re-derive a schedule by asking a fresh question, so that the schedule and its sources cannot disagree. Each artifact reports how many of its rows are still unreviewed or carry a standards violation.