scaffold-extraction

What problem does it solve?

This Skill automates the creation of a complete extraction pipeline for new data domains, including Pydantic models, field definitions, example scripts, and tests, streamlining the development of structured data extraction solutions.

Core Features & Use Cases

• Automated Pipeline Generation: Creates all necessary components for a new extraction use case.
• Flexible Method Selection: Supports various extraction methods like one-shot, stepwise, raw schema, and data-driven extraction.
• Use Case: When starting a new project to extract medical records, you can use this Skill to quickly set up the Pydantic model, define fields, generate an example script, and create unit tests.

Quick Start

Use the scaffold-extraction skill to create a pipeline for extracting product reviews, specifying 'product_name', 'rating', and 'review_text' as fields.