Summarize academic papers into structured Problem, Method, Results, and Limitations sections.
npx skills add https://github.com/michaelrizvi/claude-config --skill paper
Please help me install this Agent Skill. Skill: paper Source: https://github.com/michaelrizvi/claude-config/tree/main/skills/paper Command: npx skills add https://github.com/michaelrizvi/claude-config --skill paper
This skill helps researchers quickly read, summarize, and analyze academic papers (PDF or text) to surface actionable insights, reducing time spent on manual reading.
Provide a concise structured summary of the given paper, including problem, methods, results, and limitations.
High-intent search queries and answers about installing and using this skill.
Summarizing academic papers involves extracting the problem, key idea, method, results, and limitations to surface actionable conclusions. This structured approach reduces manual reading time by focusing on precise claims and relevant mathematics without unsupported assertions.
Analyzing PDF documents for a literature review allows you to compare related work and generate clear notes. The process applies structured summarization across multiple papers to capture core insights and actionable conclusions for comparative analysis.
Academic text analysis includes math and equations when relevant to the paper. The process ensures precise reasoning and assumptions are maintained, capturing the method and results accurately while avoiding hallucinations or unsupported assertions.
The best way to structure a research paper summary is by focusing on five areas: problem, key idea, method, results, and limitations. This structured summarization ensures precise claims and actionable conclusions are extracted efficiently.
Automated paper summarization limitations include the risk of unsupported assertions or hallucinations if not properly constrained. The process avoids this by ensuring precise claims, including relevant mathematics, and strictly adhering to the text provided in the PDF or text input.
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