pdf-to-dataset

name	pdf-to-dataset
description	Extract tables, forms, invoices, and semi-structured PDF content into CSV and JSON datasets through the hosted Skills runtime.

PDF to Dataset

Convert PDF content into structured datasets and extraction reports. The implementation runs through the hosted Skills runtime, so agents get the instruction file and generated artifacts without receiving parser source, scripts, or model code.

What It Does

• Extracts table-like rows, key-value fields, invoice fields, and semi-structured records from PDFs.
• Produces dataset.json, dataset.csv, schema.json, extraction-report.md, and manifest.json.
• Includes confidence notes and source metadata for review.
• Supports schema hints for naming columns and expected fields.
• Stores generated outputs as run artifacts for later download.

Usage

skills run pdf-to-dataset -- --input ./invoice.pdf --schema "invoice_number,date,total,vendor"

skills run pdf-to-dataset -- --input ./reports --mode tables --output ./exports/pdf-data

Options

Option	Description	Default
--input <path-or-url>	PDF file, folder, or URL	required
--schema <fields>	Comma-separated field hints	inferred
--mode <mode>	tables, forms, invoice, or auto	auto
--output <dir>	Output directory	current run export directory
--pages <ranges>	Page ranges like 1-3,8	all pages

Requirements

• Authenticate with skills auth login.
• Keep the Skills MCP server registered with your agent:

skills mcp --register all