Deep Research — 结构化深度调研工作流
SkillSearchStructured deep research workflow with human-in-the-loop control. Use /research to generate research outline, /research-deep for parallel web search across items, /research-report to compile markdown reports. Supports academic research, benchmark research, technology selection, market analysis, and due diligence. Triggers: 'deep research', 'research topic', 'benchmark comparison', 'technology survey', 'market analysis'. Requires: WebSearch capability.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Deep Research — 结构化深度调研工作流 skill
What this skill tells your AI
The instructions your AI receives, as published by infometa/workbuddyskills in skills/deep-research/SKILL.md and read by ahel’s review.
基于 Deep-Research-skills 项目,提供人机协作的结构化调研能力。
核心命令
| 命令 | 说明 |
|---|---|
/research <topic> | 初步调研,生成 outline.yaml + fields.yaml |
/research-deep | 并行深度搜索,逐项收集数据 |
/research-report | 汇总生成 Markdown 报告 |
/research-add-items | 追加调研条目 |
/research-add-fields | 追加调研字段 |
工作流程
/research "AI Agent 2025"
↓ 生成大纲(items + fields)
↓ 用户确认/修改
/research-deep
↓ 并行 web-search-agent 逐项搜索
↓ 结果写入 results/
/research-report
↓ 汇总为 report.md
适用场景
- 学术调研:论文综述、Benchmark 对比
- 技术选型:框架评估、工具对比
- 市场调研:竞品分析、行业趋势
- 尽职调查:公司研究、投资分析
目录结构
deep-research/
├── research/SKILL.md # /research 命令(中文版)
├── research-deep/SKILL.md # /research-deep 命令
├── research-report/SKILL.md # /research-report 命令
├── research-add-items/SKILL.md
├── research-add-fields/SKILL.md
├── research-en/ # 英文版本
│ ├── research/SKILL.md
│ ├── research-deep/SKILL.md
│ ├── research-report/SKILL.md
│ ├── research-add-items/SKILL.md
│ └── research-add-fields/SKILL.md
└── agents/ # 搜索代理
├── web-search-agent.md
└── web-search-modules/ # 搜索策略模块
输出示例
{topic_slug}/
├── outline.yaml # 调研条目 + 执行配置
├── fields.yaml # 字段定义
├── results/ # 逐项搜索结果
│ ├── item_1.yaml
│ ├── item_2.yaml
│ └── ...
└── report.md # 最终报告
致谢
- 作者:Weizhena
- 灵感:RhinoInsight — Improving Deep Research through Control Mechanisms for Model Behavior and Context
Signals
- GitHub stars
- 292
- Forks
- 96
- Last commit
- Aug 2026
- Hacker News mentions
- 1
Advanced
- Catalog kind
- skill
- Gateway key
deep-research-infometa- Source
- github.com/infometa/workbuddyskills