firecrawl-research-papers

Synthesize research papers and academic sources into literature reviews.

Updated Jun 4, 2026
One-click install
npx skills add https://github.com/REVREBEL/seo-api --skill firecrawl-research-papers-revrebel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: firecrawl-research-papers
Source: https://github.com/REVREBEL/seo-api/tree/main/review/unlighthouse/firecrawl-research-papers
Command: npx skills add https://github.com/REVREBEL/seo-api --skill firecrawl-research-papers-revrebel

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires firecrawl, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the process of finding and synthesizing research papers, whitepapers, and academic sources, providing a comprehensive literature review or research landscape summary in one go.

Core Features & Use Cases

  • Literature Review Generation: Automatically compile a literature review from PDFs and scholarly sources.
  • Summary and Synthesis: Create concise summaries and synthesis reports from extensive research.
  • Use Case: Ideal for researchers or analysts who need to quickly understand the current state of research in a specific field.

Quick Start

Use the firecrawl-research-papers skill to generate a literature review on 'machine learning' with a target count of 10 papers.

Frequently Asked Questions about firecrawl-research-papers

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

FAQPage Schema
How do I automate a literature review from multiple academic PDFs?

You can generate a literature review by specifying a target topic and paper count, such as requesting a synthesis of 10 papers on machine learning. The Skill automates the process of compiling summaries and consensus points from those PDFs.

Can I synthesize whitepapers and academic sources without reading every full text?

Yes, this Skill creates concise summaries and synthesis reports from extensive research without requiring you to read every full text. It automatically extracts high-level consensus points and summaries from whitepapers and academic sources.

Do I need a Firecrawl API key to analyze research papers?

Yes, a Firecrawl API key is required to analyze research papers because this Skill requires access to Firecrawl for hosted requests. The API key facilitates the automated extraction and synthesis of scholarly PDFs.

What is the best way to summarize the current state of research in a specific field?

The best way to summarize the current state of research in a specific field is to use automated literature review generation. This Skill compiles a research landscape summary by synthesizing academic sources and whitepapers into high-level overviews.

Does this literature review tool work with PDFs and whitepapers?

Yes, this literature review tool works with PDFs and whitepapers by synthesizing them alongside other scholarly publications. It generates high-level summaries and consensus points from these academic sources.