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firecrawl-deep-research

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Firecrawl Deep Research

Firecrawl深度研究

Use this when the user wants a sourced research report, not raw search results.
当用户需要一份带来源的研究报告而非原始搜索结果时使用本流程。

Onboarding Interview

入职访谈

Infer the topic, depth, 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 research topic, required depth, or a critical angle/source constraint.
从上下文推断研究主题、深度和输出格式。如果主题明确，直接开始。
仅在遇到阻碍时提出最多1-3个简洁问题，例如研究主题、所需深度，或者关键视角/来源限制。

Firecrawl Collection Plan

Firecrawl收集计划

Use Firecrawl search and scrape through the CLI or equivalent tool surface.
  • Quick: search 3-5 queries and scrape 5-10 high-quality sources.
  • Thorough: search 5-10 queries from different angles and scrape 15-25 sources.
  • Exhaustive: search 10+ queries and scrape 25+ sources, including primary sources, research papers, expert views, and contrarian sources.
Avoid re-scraping URLs already returned with full content from a search-with-scrape result.
通过CLI或等效工具界面使用Firecrawl进行搜索和抓取。
  • 快速模式：搜索3-5个关键词，抓取5-10个高质量来源。
  • 全面模式：从不同角度搜索5-10个关键词，抓取15-25个来源。
  • 穷尽模式：搜索10个以上关键词，抓取25个以上来源，包括原始资料、研究论文、专家观点和对立观点来源。
避免重复抓取已在“搜索+抓取”结果中返回完整内容的URL。

Parallel Work

并行工作

If appropriate, use sub-agents or equivalent parallel task runners by research angle:
  • overview and definitions
  • technical or implementation details
  • market and industry context
  • contrarian views, risks, and limitations
  • primary sources and official docs
Each researcher should return claims, source URLs, source quality notes, and uncertainty.
如有必要，按研究角度使用sub-agents或等效并行任务运行器：
  • 概述与定义
  • 技术或实现细节
  • 市场与行业背景
  • 对立观点、风险与局限性
  • 原始资料与官方文档
每位研究者应返回主张、来源URL、来源质量说明以及不确定性标注。

Final Deliverable

最终交付物

Default structure:
markdown
undefined
默认结构：
markdown
undefined

Deep Research: [Topic]

Deep Research: [Topic]

Executive Summary

Executive Summary

[2-3 paragraphs]
[2-3 paragraphs]

Key Findings

Key Findings

[Numbered findings with source links]
[Numbered findings with source links]

Detailed Analysis

Detailed Analysis

[Themes, evidence, and synthesis]
[Themes, evidence, and synthesis]

Contrarian Views And Risks

Contrarian Views And Risks

[Counterarguments, limitations, failure modes]
[Counterarguments, limitations, failure modes]

Open Questions

Open Questions

[What remains uncertain]
[What remains uncertain]

Sources

Sources

[Every URL used with a one-line note]
[Every URL used with a one-line note]

Rerun Inputs

Rerun Inputs

workflow: firecrawl-deep-research topic: [topic] depth: [quick/thorough/exhaustive] output: [markdown/json/brief]
undefined
workflow: firecrawl-deep-research topic: [topic] depth: [quick/thorough/exhaustive] output: [markdown/json/brief]
undefined

Quality Bar

质量标准

  • Cite sources for factual claims.
  • Prefer primary sources when available.
  • Flag uncertainty and conflicting evidence.
  • Synthesize instead of listing scrape summaries.
  • 事实主张需注明来源。
  • 优先使用原始资料。
  • 标注不确定性和矛盾证据。
  • 进行综合分析，而非罗列抓取摘要。