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from summary-paper-skill10
Batch processes PDF research papers from local folders into structured summaries exported as Markdown or Excel.
This skill enables an agent to recursively scan local directories for PDF research papers, extract their text and relevant images, and generate high-density structured summaries. It transforms raw academic papers into a standardized format suitable for literature reviews or knowledge bases.
Use this skill when a user provides a path to a folder containing multiple research PDFs and requests a batch summary of the contents, specifically for export into Markdown files or Excel spreadsheets.
check_deps.py for environment validation and paper_summary_cli.py for the core extraction, summarization, and export logic.Designed for agents with filesystem access and shell execution capabilities, such as Claude Code and Codex.
This skill has not been reviewed by our automated audit pipeline yet.
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