---
id: gh-firecrawl-research-papers
name: "firecrawl-research-papers"
url: https://skills.yangsir.net/skill/gh-firecrawl-research-papers
author: firecrawl
domain: science
tags: ["research", "literature-review", "academic-papers", "pdf-extraction", "synthesis"]
install_count: 3300
rating: 4.40 (120 reviews)
github: https://github.com/firecrawl/firecrawl-workflows/tree/main/skills/firecrawl-research-papers
---

# 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。

**Stats**: 3,300 installs · 4.4/5 (120 reviews)

## Before / After 对比

### 文献综述生成效率

**Before**:

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。

**After**:

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。

| Metric | Before | After | Change |
|---|---|---|---|
| 综述生成时间 | 480分钟 | 60分钟 | -87% |

## Readme

# 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

```markdown
# 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.


---
*Source: https://skills.yangsir.net/skill/gh-firecrawl-research-papers*
*Markdown mirror: https://skills.yangsir.net/api/skill/gh-firecrawl-research-papers/markdown*