/document-extract <file-path>
/document-extract +Attachments/meeting-whiteboard.jpg
/document-extract +Attachments/spec-document.pdf
/document-extract +Attachments/handwritten-notes.png --type "meeting notes"

Task: Extract all text content from the document
- Read the file using the Read tool
- Perform comprehensive OCR on all visible text
- Preserve structure (headings, paragraphs, lists)
- Handle multiple columns if present
- Extract text from tables maintaining structure
- Note any text that is unclear or uncertain
Return: Complete text extraction with structure preserved

Task: Analyse document structure and formatting
- Read the file
- Identify document type (letter, form, spec, notes, etc.)
- Map section hierarchy
- Identify tables, lists, and special formatting
- Note headers, footers, page numbers
- Identify logos, stamps, signatures
Return: Document structure map

Task: Classify and categorise the content
- Read the file
- Determine document purpose
- Identify key entities (people, projects, dates, systems)
- Extract action items or tasks
- Find decisions or commitments
- Note any deadlines or dates mentioned
- Identify references to YourOrg projects or systems
Return: Classified content with entity extraction

Task: Assess extraction quality and completeness
- Read the file
- Evaluate image/scan quality
- Identify areas with low confidence extraction
- Note any missing or obscured content
- Assess if re-scan might be needed
- Check for multiple pages
Return: Quality report with confidence scores

# Document Extraction

**Source**: {{filename}}
**Extracted**: {{DATE}}
**Document Type**: {{type}}
**Quality Score**: {{High/Medium/Low}}

## Summary

{{Brief description of document content and purpose}}

## Extracted Content

### Full Text

{{complete extracted text with formatting preserved}}

---

## Structured Data

### Key Information
| Field | Value |
|-------|-------|
| Date | {{if found}} |
| Author | {{if found}} |
| Subject | {{if found}} |
| Reference | {{if found}} |

### People Mentioned
{{list of names with context}}

### Dates & Deadlines
| Date | Context |
|------|---------|
{{dates found}}

### Projects/Systems Referenced
{{links to matching vault notes}}

## Tables Extracted

{{any tables found, formatted as markdown}}

## Action Items Found

- [ ] {{action items extracted from document}}

## Decisions/Commitments

{{any decisions or commitments mentioned}}

## Extraction Notes

### Confidence Assessment
- Overall quality: {{assessment}}
- Unclear sections: {{list any problematic areas}}
- Recommendations: {{re-scan suggestions if needed}}

### Areas of Uncertainty
{{text that couldn't be confidently extracted}}

## Suggested Actions

1. **Create Note**: {{suggest note type and title}}
2. **Link to**: {{suggest related notes}}
3. **Follow up**: {{any actions needed}}