Deep Research
Caution深度研究
Multi-step research agent that searches the web, verifies sources, and produces cited reports with structured findings.
多步骤研究 Agent，可搜索网络、验证来源，并生成带引用的结构化研究报告。
Install
Claude Code
Copy the SKILL.md file to your project's .claude/skills/ directory About This Skill
Deep Research is a comprehensive research skill that conducts multi-step investigations across the web. It breaks down complex research questions into sub-queries, searches multiple sources, cross-references findings, and produces well-structured reports with proper citations.
How It Works
- Query decomposition — Breaks your research question into 3-7 focused sub-queries
- Parallel search — Searches the web for each sub-query using WebSearch
- Source verification — Fetches and reads source pages to verify claims
- Synthesis — Combines findings into a cohesive report with citations
- Quality check — Reviews the report for consistency and completeness
Best For
- Comprehensive topic overviews requiring multiple sources
- Fact-checking and claim verification
- Competitive intelligence gathering
- Academic-style literature reviews
关于此技能
Deep Research 是一个综合性的研究技能，能够在网络上进行多步骤调查。它将复杂的研究问题分解为子查询，搜索多个来源，交叉验证发现，并生成带有规范引用的结构化报告。
工作原理
- 查询分解 — 将研究问题拆分为 3-7 个聚焦的子查询
- 并行搜索 — 使用 WebSearch 针对每个子查询搜索网络
- 来源验证 — 获取并阅读源页面以验证声明
- 综合分析 — 将发现整合为带引用的连贯报告
- 质量检查 — 审查报告的一致性和完整性
最适用场景
- 需要多个来源的综合主题概述
- 事实核查和声明验证
- 竞争情报收集
- 学术风格的文献综述
Use Cases / 使用场景
- Academic literature reviews
- Market research and competitive analysis
- Technology landscape assessment
- Due diligence research
- 学术文献综述
- 市场研究与竞品分析
- 技术全景评估
- 尽职调查研究
Pros & Cons
Pros
- + Thorough multi-source verification
- + Structured output with proper citations
- + Handles complex multi-step queries well
- + Works across academic and business domains
- 多来源交叉验证，结果可靠
- 输出结构化，引用规范
- 擅长处理复杂多步骤查询
- 适用于学术和商业多个领域
Cons
- - Slower than single-step search (5-15 min for complex topics)
- - Requires WebSearch and WebFetch tool access
- - May hit rate limits on extensive research sessions
- 比单步搜索慢（复杂主题需 5-15 分钟）
- 需要 WebSearch 和 WebFetch 工具权限
- 大量研究时可能触发速率限制
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