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Generate or refresh document, chapter, and section summaries top-down.
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Generate a Word document from ingested source documents using the agnostic Document tree (CommonMark/Pandoc-aligned)
Generate a single Document (Word/PowerPoint) from all source documents in a collection, with attributions back to each source
Generate a PDF from ingested source documents using the agnostic Document tree
Generate a PowerPoint deck from ingested source documents using the agnostic Document tree (parametrised by slide_count, style, audience, tone)
Generate an Excel workbook (.xlsx) from ingested source documents — tabular with charts, formulas, KPI cells
Find PII (emails, phones, SSN, credit cards, IBANs, names, addresses, DOB) in an ingested document; return redaction plan
Based on SOC occupation classification
| name | document-summarize |
| description | Generate or refresh document, chapter, and section summaries top-down. |
| inputs | [{"name":"document_id","type":"string","required":true,"description":"UUID of the Document to summarize."},{"name":"depth","type":"string","required":false,"description":"Summary depth — \"document\", \"chapter\", or \"section\". Defaults to \"document\"."},{"name":"force_refresh","type":"boolean","required":false,"description":"Regenerate even if an existing summary is present. Defaults to false."}] |
| outputs | [{"name":"summary","type":"string","description":"Top-level Document.summary text."},{"name":"sections_updated","type":"integer","description":"Count of Chapter/Section rows that had their summary written or refreshed."}] |
| tools | ["llm-summarize","db-query"] |
Use this skill when the user wants a prose overview of a document, or when summaries are
stale after edits or re-ingestion. Prefer it over document-search when the user wants a
synthesis rather than source citations.
Document row and its Chapter rows ordered by position via db-query.Section rows; send page text from Page rows to llm-summarize
bottom-up (section → chapter → document).Section.summary, Chapter.summary, and Document.summary.force_refresh is true.Emits one ExecutionHistory row with event_type=DOCUMENT_EDITED and actor_type=agent
after all summary writes are committed.