academic-literature-reviewer

Summarize and analyze academic papers using a 20-dimensional framework.

12|Updated Jan 24, 2026

Search Tags:#document processing #summarization #analysis #research assistance #academic literature

Ready to run

npx skills add https://github.com/Olikelys/Postgraduate-Academic-Skills --skill academic-literature-reviewer

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: academic-literature-reviewer
Source: https://github.com/Olikelys/Postgraduate-Academic-Skills/tree/main/academic-literature-reviewer
Command: npx skills add https://github.com/Olikelys/Postgraduate-Academic-Skills --skill academic-literature-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires network-access, pdf-parser, academic-database-access, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill simplifies the process of reading and summarizing academic literature, helping researchers organize and analyze papers quickly and effectively.

Core Features & Use Cases

Literature Summarization: Automatically summarize provided academic papers into a structured format.
Structured Analysis: Analyze papers based on a 20-dimensional framework for comprehensive review.
Support for Multiple Formats: Process papers in various formats including PDF links, text content, DOI numbers, and academic links.
Use Case: A researcher receives a complex paper on a new topic and needs a detailed summary and analysis to understand the paper's key points and contribution.

Quick Start

Summarize the following academic paper: [Provide the paper content or link here].

Frequently Asked Questions about academic-literature-reviewer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I summarize academic literature from a PDF link or DOI?▼

You can summarize academic literature by providing a PDF link, DOI number, or text content directly. The system parses the document and metadata to generate a structured summary of the key points.

What is a structured 20-dimensional framework for academic paper analysis?▼

A 20-dimensional framework for academic paper analysis systematically evaluates research across twenty distinct analytical dimensions. This structured approach ensures comprehensive coverage of a paper's methodology, findings, and contributions.

Can I use this to review academic papers if I only have the text content?▼

Yes, you can review academic papers using only the raw text content. The analysis process supports various document formats, allowing you to extract and evaluate the literature directly from pasted text.

Do I need PDF parsing and academic database access for literature summarization?▼

Yes, literature summarization requires network access, PDF parsing, and academic database access dependencies. These tools retrieve metadata and parse document formats to enable comprehensive automated analysis.

What's the best way to analyze a complex research paper on a new topic?▼

The best way to analyze a complex research paper is using a structured 20-dimensional framework. This method breaks down the document into key points and contributions for quick, effective understanding.

Are there limitations when processing academic links for document analysis?▼

Processing academic links for document analysis depends on external network access and academic database availability. If the source link restricts access or the PDF parser fails, metadata retrieval and analysis will not work.