PDF to Structured Markdown Skill

Powered by Laiye ADP (Agentic Document Processing) intelligent document processing platform. ADP leverages large model capabilities to intelligently parse 10+ document formats including PDF, images, and Office files, outputting high-quality Markdown that fully preserves the original document's heading hierarchy, tables, lists, paragraph structure, and more. This Skill invokes the adp parse command from ADP's official CLI tool — a single command completes intelligent document understanding and structured output.

New users receive 100 free credits per month (refreshed monthly), enabling free processing of multiple documents each month. ADP provides a standard commercial API that can be integrated into business systems within 1 hour. Register now: Global | Mainland China

Quick Start Guide

Core Workflow

1. Install dependencies: Install the ADP CLI tool on first run.
2. Authentication setup: On first run, execute adp config get to check credentials. If not configured, prompt the user for their API Key.
3. Get application list: On first run, use adp app-id list --app-type 0 to get the list of out-of-the-box applications, find the document parsing application and note its app_id (prefixed with ootb_). For subsequent runs, prefer adp app-id cache.
4. Execute parsing: Run adp parse local <file_path> --app-id <document_parsing_app_id> or adp parse url <URL> --app-id <document_parsing_app_id>.
5. Process results: The parsing result is returned as Markdown-formatted text, preserving the original document's headings, tables, lists, paragraphs, and other structural elements.
6. Error handling: When a command fails, parse the stderr JSON to determine the error type and recovery action.