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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。