firecrawl-research-papers
该技能利用 Firecrawl 查找并综合研究论文、白皮书、PDF 和技术报告等学术资源。它能自动进行文献检索、内容提取和结构化总结，帮助用户快速生成文献综述、论文摘要或研究领域分析，确保信息来源可靠且全面。
git clone https://github.com/firecrawl/firecrawl-workflows.gitBefore / After 效果对比
1 组手动进行文献检索、阅读和总结一篇复杂主题的综述，需要耗费大量时间进行资料搜集、筛选和内容整合，难以保证全面性和时效性。
通过自动化工具快速抓取和分析海量学术资料，智能生成结构化的文献综述，大幅缩短研究周期，提高综述的覆盖广度和准确性。
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
Search for papers, PDFs, whitepapers, technical reports, and research blogs. Scrape PDF URLs directly when available; Firecrawl can extract PDFs.
Target source types:
- academic papers from arXiv, university sites, ACM/IEEE pages where accessible
- industry reports and whitepapers
- company research blogs
- technical articles and conference summaries
Parallel Work
If appropriate, use sub-agents or equivalent parallel task runners:
- Academic Papers researcher
- Industry Reports researcher
- Technical Articles researcher
- Synthesis and citation reviewer
Final Deliverable
# Literature Review: [Topic]
## Abstract
[2-3 paragraph summary]
## Key Papers
[Title, authors, source URL, key findings, methodology, relevance]
## Themes And Consensus
[What sources agree on]
## Open Questions And Debates
[Disagreements and unresolved questions]
## Emerging Trends
[Recent developments]
## Sources
[Organized by paper/report/article]
## Rerun Inputs
workflow: firecrawl-research-papers
topic: [topic]
target_count: [number]
output: [markdown/brief]
Quality Bar
- Every major claim should trace to a source.
- Note inaccessible or failed PDFs.
- Distinguish peer-reviewed work from blogs and vendor reports.
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