# Deep Research Skill for Claude Code [English](#english) | [中文](#中文) --- ## English > Inspired by [RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context](https://arxiv.org/abs/2511.18743) A structured research workflow skill for Claude Code, supporting two-phase research: outline generation (extensible) and deep investigation. Human-in-the-loop design ensures precise control at every stage. ### Use Cases - **Academic Research**: Paper surveys, benchmark reviews, literature analysis - **Technical Research**: Technology comparison, framework evaluation, tool selection - **Market Research**: Competitor analysis, industry trends, product comparison - **Due Diligence**: Company research, investment analysis, risk assessment ### Commands | Command | Description | |---------|-------------| | `/research` | Generate research outline with items and fields | | `/research/add-items` | Add more items to existing outline | | `/research/add-fields` | Add more fields to existing outline | | `/research/deep` | Deep research each item with parallel agents | | `/research/report` | Generate markdown report from JSON results | ### Installation Choose your language version: ```bash # English version cp -r skills/research-en ~/.claude/skills/research # Chinese version cp -r skills/research-zh ~/.claude/commands/research # Required: Install agent cp agents/web-search-agent.md ~/.claude/agents/ ``` ### Workflow #### Phase 1: Generate Outline ``` /research ``` #### Phase 2: Deep Research ``` /research/deep ``` #### Optional: Expand Outline ``` /research/add-items /research/add-fields ``` #### Phase 3: Generate Report ``` /research/report ``` --- ## 中文 > 灵感来源:[RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context](https://arxiv.org/abs/2511.18743) Claude Code 的结构化调研工作流技能,支持两阶段调研:outline生成(可扩展)和深度调查。人在回路设计确保每个阶段的精确控制。 ### 使用场景 - **学术研究**:论文综述、benchmark评测、文献分析 - **技术研究**:技术对比、框架评估、工具选型 - **市场研究**:竞品分析、行业趋势、产品比较 - **尽职调查**:公司研究、投资分析、风险评估 ### 命令 | 命令 | 描述 | |------|------| | `/research` | 生成包含items和fields的调研outline | | `/research/add-items` | 向现有outline添加更多items | | `/research/add-fields` | 向现有outline添加更多fields | | `/research/deep` | 使用并行agents对每个item进行深度调研 | | `/research/report` | 从JSON结果生成markdown报告 | ### 安装 选择语言版本: ```bash # 英文版 cp -r skills/research-en ~/.claude/skills/research # 中文版 cp -r skills/research-zh ~/.claude/commands/research # 必需:安装agent cp agents/web-search-agent.md ~/.claude/agents/ ``` ### 工作流 #### 阶段1:生成Outline ``` /research ``` #### 阶段2:深度调研 ``` /research/deep ``` #### 可选:扩展Outline ``` /research/add-items /research/add-fields ``` #### 阶段3:生成报告 ``` /research/report ``` --- ## References / 参考文献 - RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context ## License / 许可证 MIT