academic-researcher

Aggregate, summarize, and synthesize scholarly papers for literature reviews.

Updated Apr 1, 2026
One-click install
npx skills add https://github.com/xiaoyu-ops/the_work_of_dedup --skill academic-researcher-xiaoyu-ops
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: academic-researcher
Source: https://github.com/xiaoyu-ops/the_work_of_dedup/tree/main/.claude/skills/academic-researcher
Command: npx skills add https://github.com/xiaoyu-ops/the_work_of_dedup --skill academic-researcher-xiaoyu-ops

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Academic researchers need a structured, efficient workflow for literature reviews, paper analysis, and scholarly writing, including tracking sources, synthesizing findings, and producing polished summaries.

Core Features & Use Cases

  • Conduct literature reviews: extract key questions, methods, findings, and limitations from multiple papers; organize citations and notes.
  • Analyze papers: apply a structured evaluation framework to assess research questions, methodology, results, and implications.
  • Support scholarly writing: generate outlines, synthesize evidence, and format references in common citation styles for reports, proposals, and manuscripts.

Quick Start

Provide a literature review and a citation-ready summary for a given topic.

Frequently Asked Questions about academic-researcher

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

FAQPage Schema
How do I write a literature review that synthesizes multiple papers and formats citations correctly?

To write a literature review, you extract key questions, methods, and findings from multiple papers, synthesize the evidence, and format references using APA, MLA, or Chicago styles for your final manuscript.

What is the best way to identify research gaps and structure paper analysis for scholarly writing?

Identifying research gaps requires applying a structured evaluation framework to assess research questions, methodology, results, and implications, which helps synthesize evidence and generate outlines for scholarly writing.

How do I prepare citation-ready summaries and organize notes for academic research in CS domains?

You prepare citation-ready summaries by aggregating scholarly papers, applying structured note-taking, extracting limitations, and formatting references across CS and AI domains for research proposals.

Does this approach support generating outlines and properly formatted references for manuscripts?

Yes, this approach supports scholarly writing by generating outlines, synthesizing evidence-based arguments, and producing properly formatted references in common citation styles for reports and manuscripts.

Can I use this methodology to extract limitations and findings without manual note-taking?

Yes, you can extract key questions, methods, findings, and limitations from multiple papers automatically, organizing your citations and notes to produce polished research summaries.

When do I need a structured evaluation framework for paper analysis and literature reviews?

You need a structured evaluation framework when conducting comprehensive literature reviews to assess research questions, methodology, results, and implications across multiple scholarly papers.