Can this skill handle scanned image-based PDFs?

Yes, the skill includes support for OCR (Optical Character Recognition) using Tesseract to extract text from PDFs that do not have a native text layer.

What formats can extracted tables be saved in?

Extracted tables can be converted into CSV, JSON, or formatted as Markdown tables for immediate use in documentation.

Does it support batch processing of large documents?

While it can process large files, it is recommended to use page range options for very large documents to optimize memory usage and processing speed.

Which Python libraries are used for the analysis?

The skill utilizes PyPDF2 for metadata, tabula-py for robust table extraction (requires Java), and pdfplumber for high-precision layout and font analysis.

Scanner PDF Analysis

Name: Scanner PDF Analysis
Author: takemi-ohama

bytakemi-ohama

0•

网络抓取与数据收集

Analyzes PDF documents to extract structured data, including tables, section headers, and metadata, while providing automated summaries.

This skill empowers Claude to process complex PDF documents such as technical reports, academic papers, and invoices. It performs high-precision text extraction and OCR, specifically focusing on converting embedded tables into CSV or JSON formats and identifying document hierarchies through font-size based section detection. Whether you need a concise summary of a lengthy research paper or structured data from financial statements, this skill provides a robust programmatic interface to handle PDF content directly within your workflow.

主要功能

01Table detection and conversion to CSV/JSON/Markdown formats

02Section and heading identification for structural document mapping

03Support for OCR to process scanned image-based PDF documents

040 GitHub stars

05Automated summarization of key points and metadata extraction

06Multi-engine layout analysis using pdfplumber and tabula-py

使用场景

01Generating summaries and key takeaways from academic research papers

02Parsing invoice data for automated expense tracking and calculation

03Extracting requirement tables from technical specifications into spreadsheets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add takemi-ohama/ai-agent-marketplace scanner-pdf-analysis

For use in Claude.ai and ChatGPT

Download Skill