docs: split README into separate EN/ZH files

- README.md for English (default)
- README.zh.md for Chinese
- Add language switch links at top

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
jilinchen
2026-01-07 02:00:15 +08:00
co-authored by Claude Opus 4.5
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# Deep Research Skill for Claude Code # Deep Research Skill for Claude Code
[English](#english) | [中文](#中文) [English](README.md) | [中文](README.zh.md)
---
## English
> Inspired by [RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context](https://arxiv.org/abs/2511.18743) > 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. 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 ## Use Cases
- **Academic Research**: Paper surveys, benchmark reviews, literature analysis - **Academic Research**: Paper surveys, benchmark reviews, literature analysis
- **Technical Research**: Technology comparison, framework evaluation, tool selection - **Technical Research**: Technology comparison, framework evaluation, tool selection
- **Market Research**: Competitor analysis, industry trends, product comparison - **Market Research**: Competitor analysis, industry trends, product comparison
- **Due Diligence**: Company research, investment analysis, risk assessment - **Due Diligence**: Company research, investment analysis, risk assessment
## Installation
### Installation
Choose your language version:
```bash ```bash
# English version # English version
cp -r skills/research-en ~/.claude/skills/research cp -r skills/research-en ~/.claude/skills/research
# Chinese version
cp -r skills/research-zh ~/.claude/commands/research
# Required: Install agent # Required: Install agent
cp agents/web-search-agent.md ~/.claude/agents/ cp agents/web-search-agent.md ~/.claude/agents/
``` ```
### Commands
## Commands
> **Note**: Use `run /research` instead of `/research` directly, as slash commands conflict with built-in commands. > **Note**: Use `run /research` instead of `/research` directly, as slash commands conflict with built-in commands.
### Workflow | Command | Description |
|---------|-------------|
| `run /research` | Generate research outline with items and fields |
| `run /research/add-items` | Add more items to existing outline |
| `run /research/add-fields` | Add more fields to existing outline |
| `run /research/deep` | Deep research each item with parallel agents |
| `run /research/report` | Generate markdown report from JSON results |
#### Phase 1: Generate Outline ## Workflow
### Phase 1: Generate Outline
``` ```
run /research <topic> run /research <topic>
``` ```
@@ -47,7 +46,7 @@ run /research <topic>
- User confirms and adjusts - User confirms and adjusts
- Outputs: `outline.yaml` (items + config) + `fields.yaml` (field definitions) - Outputs: `outline.yaml` (items + config) + `fields.yaml` (field definitions)
#### Phase 2: Deep Research ### Phase 2: Deep Research
``` ```
run /research/deep run /research/deep
``` ```
@@ -56,13 +55,13 @@ run /research/deep
- Supports checkpoint resume - Supports checkpoint resume
- Outputs: `results/*.json` - Outputs: `results/*.json`
#### Optional: Expand Outline ### Optional: Expand Outline
``` ```
run /research/add-items # Add research targets via user input or web search run /research/add-items # Add research targets via user input or web search
run /research/add-fields # Add field definitions run /research/add-fields # Add field definitions
``` ```
#### Phase 3: Generate Report ### Phase 3: Generate Report
``` ```
run /research/report run /research/report
``` ```
@@ -71,82 +70,10 @@ run /research/report
- Skips uncertain values automatically - Skips uncertain values automatically
- Outputs: `report.md` - Outputs: `report.md`
--- ## References
## 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
### 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/skills/research
# 必需:安装agent
cp agents/web-search-agent.md ~/.claude/agents/
```
### 命令
> **注意**:使用 `run /research` 而非直接 `/research`,因为斜杠命令与内置命令冲突。
### 工作流
#### 阶段1:生成Outline
```
run /research <topic>
```
- 模型知识生成初始items和字段框架
- 网络搜索补充最新items
- 用户确认并调整
- 输出:`outline.yaml`items + 配置)+ `fields.yaml`(字段定义)
#### 阶段2:深度调研
```
run /research/deep
```
- 并行agents调研每个itembatch_size可配置)
- 每个agent读取fields.yaml并输出结构化JSON
- 支持断点续传
- 输出:`results/*.json`
#### 可选:扩展Outline
```
run /research/add-items # 通过用户输入或网络搜索添加调研对象
run /research/add-fields # 添加字段定义
```
#### 阶段3:生成报告
```
run /research/report
```
- 生成Python脚本将JSON转换为markdown
- 用户选择目录中显示的摘要字段
- 自动跳过不确定值
- 输出:`report.md`
---
## References / 参考文献
- RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context - RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context
## License / 许可证 ## License
MIT MIT
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# Deep Research Skill for Claude Code
[English](README.md) | [中文](README.zh.md)
> 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
## 安装
```bash
# 中文版
cp -r skills/research-zh ~/.claude/skills/research
# 必需:安装agent
cp agents/web-search-agent.md ~/.claude/agents/
```
## 命令
> **注意**:使用 `run /research` 而非直接 `/research`,因为斜杠命令与内置命令冲突。
| 命令 | 描述 |
|------|------|
| `run /research` | 生成包含items和fields的调研outline |
| `run /research/add-items` | 向现有outline添加更多items |
| `run /research/add-fields` | 向现有outline添加更多fields |
| `run /research/deep` | 使用并行agents对每个item进行深度调研 |
| `run /research/report` | 从JSON结果生成markdown报告 |
## 工作流
### 阶段1:生成Outline
```
run /research <topic>
```
- 模型知识生成初始items和字段框架
- 网络搜索补充最新items
- 用户确认并调整
- 输出:`outline.yaml`items + 配置)+ `fields.yaml`(字段定义)
### 阶段2:深度调研
```
run /research/deep
```
- 并行agents调研每个itembatch_size可配置)
- 每个agent读取fields.yaml并输出结构化JSON
- 支持断点续传
- 输出:`results/*.json`
### 可选:扩展Outline
```
run /research/add-items # 通过用户输入或网络搜索添加调研对象
run /research/add-fields # 添加字段定义
```
### 阶段3:生成报告
```
run /research/report
```
- 生成Python脚本将JSON转换为markdown
- 用户选择目录中显示的摘要字段
- 自动跳过不确定值
- 输出:`report.md`
## 参考文献
- RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context
## 许可证
MIT