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Firecrawl Research Papers

Firecrawl 研究论文处理

Use this to create a sourced literature review.
用于创建带来源标注的文献综述。

Onboarding Interview

入职访谈

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.
从上下文推断主题、来源限制、目标数量及输出格式。若主题明确，可直接推进。
仅在遇到阻碍时提出最多1-3个简洁问题，例如主题、目标论文数量，或是所需的发布平台/日期/方法限制。

Firecrawl Collection Plan

Firecrawl 资源收集方案

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
搜索论文、PDF文档、白皮书、技术报告及研究博客。若有可用的PDF链接，直接抓取；Firecrawl可提取PDF内容。
目标来源类型：
  • 来自arXiv、大学官网、可访问的ACM/IEEE页面的学术论文
  • 行业报告与白皮书
  • 企业研究博客
  • 技术文章及会议摘要

Parallel Work

并行工作

If appropriate, use sub-agents or equivalent parallel task runners:
  • Academic Papers researcher
  • Industry Reports researcher
  • Technical Articles researcher
  • Synthesis and citation reviewer
若合适，使用子Agent或等效的并行任务执行器：
  • 学术论文研究员
  • 行业报告研究员
  • 技术文章研究员
  • 整合与引用审核员

Final Deliverable

最终交付物

markdown
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markdown
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Literature Review: [Topic]

文献综述：[主题]

Abstract

摘要

[2-3 paragraph summary]
[2-3段总结]

Key Papers

核心论文

[Title, authors, source URL, key findings, methodology, relevance]
[标题、作者、来源URL、核心发现、研究方法、相关性]

Themes And Consensus

主题共识

[What sources agree on]
[各来源达成一致的内容]

Open Questions And Debates

开放问题与争议

[Disagreements and unresolved questions]
[分歧及未解决的问题]

Emerging Trends

新兴趋势

[Recent developments]
[近期发展动态]

Sources

来源列表

[Organized by paper/report/article]
[按论文/报告/文章分类整理]

Rerun Inputs

重跑输入参数

workflow: firecrawl-research-papers topic: [topic] target_count: [number] output: [markdown/brief]
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workflow: firecrawl-research-papers topic: [主题] target_count: [数量] output: [markdown/精简版]
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Quality Bar

质量标准

  • Every major claim should trace to a source.
  • Note inaccessible or failed PDFs.
  • Distinguish peer-reviewed work from blogs and vendor reports.
  • 每个重要结论都需溯源至对应来源。
  • 标注无法访问或提取失败的PDF。
  • 区分同行评审成果与博客、厂商报告。