vlm-card-extraction-prompts

What problem does it solve?

This Skill streamlines the extraction of structured data from scanned PDFs containing structured cards, providing a suite of prompts for a complete detection, verification, extraction, and audit cycle.

Core Features & Use Cases

• Complete Pipeline: Includes prompts for detection, verification, extraction, extraction with context, retry with feedback, and audit to ensure data integrity.
• Versatile Extraction: Designed for ID cards and insurance cards but applicable to any structured single-page document.
• Human Review: Routes low-confidence outputs for human review, improving overall accuracy.
• Use Case: Utilize this Skill in workflows requiring high-fidelity data extraction from structured cards within scanned PDFs, such as insurance processing or government document verification.

Quick Start

To initiate the detection and extraction process for a scanned insurance card, run: /prompt run vlm-card-extraction-prompts/detection {scanned_pdf_image}