Extract 12 structured reading elements from academic papers into Excel.
npx skills add https://github.com/yipng05-max/-skills --skill paper-analyzer-yipng05-max
Please help me install this Agent Skill. Skill: paper-analyzer Source: https://github.com/yipng05-max/-skills/tree/main/paper-analyzer Command: npx skills add https://github.com/yipng05-max/-skills --skill paper-analyzer-yipng05-max
This Skill helps you turn a research paper into structured, comparable notes by extracting 12 predefined reading elements and exporting them to an Excel file, saving you from manual outlining and cross-paper comparison.
Use the paper-analyzer skill to analyze the attached paper file and save the 12-element Excel breakdown to the paper’s folder.
High-intent search queries and answers about installing and using this skill.
Paper analysis extracts 12 predefined reading elements like background, methods, and conclusions from academic papers, exporting the structured breakdown to Excel for systematic literature review and cross-paper comparison.
Yes, you can parse local PDF or Word documents. The skill reads the paper file, applies text extraction fallback for PDFs, and uses an export script to generate a deterministic Excel file saved in the same folder.
The best way to compare multiple research papers is using a 12-element schema extraction. This maps content to structured fields like theoretical framework and limitations, exporting N-paper workflows into a single Excel file for comparison.
Yes, openpyxl is required. The skill depends on the openpyxl library to execute the included export script and generate the deterministic Excel output containing your 12 structured reading elements.
Paper analysis extracts 12 elements: background, research question type, conclusions, literature synthesis, methods, theoretical framework, consistency findings, contributions, limitations, and future prospects from academic documents.
A limitation is that direct PDF reading may be insufficient, requiring a fallback to text extraction. If the PDF lacks selectable text or has complex formatting, parsing the 12 structured reading elements may be less accurate.
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