firecrawl/firecrawl-workflows

firecrawl-research-papers

Find and synthesize research papers, whitepapers, PDFs, technical reports, and academic sources with Firecrawl Research, using semantic paper search, related-paper expansion, and in-body verification over Firecrawl's paper index — largely biomedical and life-science literature from PubMed, bioRxiv, and medRxiv, plus arXiv preprints in CS, physics, and math. Use when the user wants a literature review, systematic review, survey of studies, paper summary, research landscape, or sourced synthesis from scholarly and industry publications, including clinical, drug, gene, disease, epidemiology, and public-health topics. Prefer this over a general web-research workflow whenever the evidence base is published papers rather than web pages.

34K installs 195 stars

Before you install

Last update
Files in folder
1
Scripts
No script files found
SKILL.md size
7.1 KB (about 1,806 tokens of context each time it loads)
License
ISC

Skills are plain text instructions the agent follows, sometimes with scripts. Check the source, prefer repositories with many installs and stars, and read any script it ships.

Install

npx skills add firecrawl/firecrawl-workflows@firecrawl-research-papers

Runs in a terminal with Node.js 18 or newer. Add -y to skip the prompts and -g to install for every project instead of this one.

Install for your agent

npx skills add firecrawl/firecrawl-workflows@firecrawl-research-papers --agent claude-code -y
Project install writes to
.claude/skills/firecrawl-research-papers
Global install writes to
~/.claude/skills/firecrawl-research-papers

Start a new session afterwards so the agent picks the skill up. In Claude Code you can also call it directly with /firecrawl-research-papers.

What it does

Firecrawl Research Papers Use this to create a sourced literature review. Onboarding Interview Infer the topic, source constraints, target count, and output format from context. If the topic is clear, proceed immediately. Ask at most 1-3 concise questions only if blocked, such as the topic, target paper count, or required venue/date/method constraints. Firecrawl Collection Plan Use Firecrawl Research through the CLI, MCP, or equivalent Firecrawl tool surface as the primary path for paper discovery and verification. Fall back to general Firecrawl search and scrape for whitepapers, technical…

Excerpt from the skill's own SKILL.md. Read the full file on GitHub before installing: skills run with your agent's permissions.

Categories

Related skills

  • firecrawl-deep-research

    firecrawl/firecrawl-workflows

    Produce an intensive, cited analytical report: executive summary, multi-angle findings, contrarian views, open questions, and full sources. Use only when the user needs rigorous synthesis of a complex topic (scientific, technical, policy, or market-analytical) that cannot be answered with a short search, and wants a formal written report, not a recommendation list. Do not use for product picks, top-N lists, quick lookups, or routine "find out about X" tasks. If the request does not clearly need this kind of report, do not use this skill. Do not use for a literature review over published papers. This skill collects evidence from the open web. A request for the literature on a biomedical, clinical, life-science, or other scientific topic — papers, studies, trials, preprints — belongs to firecrawl-research-papers, which queries Firecrawl's paper index (PubMed, bioRxiv, medRxiv, arXiv) instead of searching websites.

    35K installs 195ResearchCode review
  • firecrawl-website-design-clone

    firecrawl/firecrawl-workflows

    Extract any website's design system into an agent-ready DESIGN.md using Firecrawl scrape evidence. Use when the user wants colors, fonts, spacing, components, layout patterns, or brand/UI guidance from a website so AI agents can create new websites, clone a look, or build pages inspired by that design.

  • firecrawl-knowledge-base

    firecrawl/firecrawl-workflows

    Build a knowledge base from web content with Firecrawl. Use for local reference docs, RAG-ready chunks, fine-tuning datasets, documentation mirrors, topic corpora, or LLM-ready markdown organized from web sources.

  • firecrawl-workflows

    firecrawl/firecrawl-workflows

    Run outcome-focused Firecrawl workflows that produce deliverables such as research reports, literature reviews over published papers, SEO audits, QA reports, lead lists, knowledge bases, website design systems, and other structured web-data artifacts. Use when the user wants Firecrawl to complete a business, marketing, product, or creative workflow rather than merely scrape a page or integrate API calls into code.

    32K installs 195Design & UIMarketingSEO
  • firecrawl-market-research

    firecrawl/firecrawl-workflows

    Extract market, financial, earnings, industry, and company metrics with Firecrawl. Use when the user asks for market research, industry trends, public company data, financial comparisons, earnings research, or structured market reports.

    32K installs 195ResearchData
  • firecrawl-seo-audit

    firecrawl/firecrawl-workflows

    Audit a website's SEO with Firecrawl. Use when the user asks for an SEO audit, metadata and heading review, sitemap/site-structure analysis, keyword opportunities, competitor SERP comparison, or prioritized search optimization recommendations.

    32K installs 195DocumentationSEOResearch

← Search skills

/skills/firecrawl/firecrawl-workflows/firecrawl-research-papers/