| name | document-parse |
| description | Parse a raw file (PDF, DOCX, XLSX, PPTX, HTML, or scanned image) into a structured document representation (UDOM). Use this atom when a workflow needs to extract text, tables, and layout from an uploaded or crawled file BEFORE applying governance or analysis. Do NOT use for web page scraping — this handles file-based documents only. Do NOT use for reading-level estimation (call atom-reading-level on the extracted text). |
document-parse
Parse raw file bytes into a structured document representation (UDOM tree). Used by document-intelligence to separate file parsing from governance, and reusable by standards-updater or any skill that needs to extract content from uploaded documents.
Input
{
"file_path": "/path/to/uploaded.pdf",
"file_type": "pdf",
"parser_hints": {"ocr_engine": "pytesseract", "lang": "en"},
"confidence_threshold": 0.8
}
Output
{
"tool": "document-parse",
"udom": {"type": "document", "children": [{"type": "heading", "text": "Chapter 1"}, {"type": "paragraph", "text": "..."}]},
"confidence": 0.95,
"recovery_note": "Full text extraction; no OCR gaps",
"parser_used": "PyMuPDF",
"unrecovered_regions": [],
"human_review_required": true
}
Do NOT use this atom for
- Web page scraping (use source-crawl or feed-validate)
- Reading level estimation (pass extracted text to atom-reading-level)
- Document comparison or diff (this atom extracts, it does not compare)
Pipeline note
Follows references/method.md at the Ingestion step (raw file → UDOM). Output conforms to references/metadata-schema.md. Downstream steps (governance, analysis) are handled by the orchestrator. human_review_required: true — OCR/layout recovery is imperfect; teacher should verify critical content.
