deep-research

Conduct systematic multi-angle web research using phased exploration and validation.

79.6k|10.9k|Updated May 7, 2025
One-click install
npx skills add https://github.com/bytedance/deer-flow --skill deep-research-bytedance
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deep-research
Source: https://github.com/bytedance/deer-flow/tree/main/skills/public/deep-research
Command: npx skills add https://github.com/bytedance/deer-flow --skill deep-research-bytedance

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the need for comprehensive and multi-faceted web research, moving beyond superficial single searches to provide a deep understanding of a topic.

Core Features & Use Cases

  • Systematic Research Methodology: Guides users through a phased approach (Broad Exploration, Deep Dive, Diversity & Validation) for in-depth information gathering.
  • Targeted Information Retrieval: Employs specific search strategies and the web_fetch tool to gather facts, data, examples, expert opinions, trends, and criticisms.
  • Use Case: Before generating a report on "AI in Healthcare," use this skill to research its applications, market trends, regulatory landscape, ethical considerations, and gather supporting data and expert analyses.

Quick Start

Use the deep-research skill to research the topic of "AI in healthcare" and gather comprehensive information.

Frequently Asked Questions about deep-research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is systematic web research and when do I need it for complex queries?

Systematic web research uses a phased methodology of broad exploration, deep dives, and diversity checks to gather comprehensive information. You need it for complex query answering, pre-content generation, and detailed topic exploration requiring in-depth understanding and varied perspectives.

How do I conduct multi-angle web research to gather comprehensive information on a topic?

Conduct multi-angle web research by applying a phased approach: start with broad exploration, perform targeted deep dives using web_fetch to retrieve facts and data, then execute diversity checks to validate factual accuracy and gather varied perspectives on the topic.

Can I use deep research for content pre-research before generating a report?

Yes, you can use deep research for content pre-research before generating reports. It systematically gathers facts, data, examples, expert opinions, trends, and criticisms, providing the comprehensive information foundation required for accurate and well-rounded content generation.

What's the best way to gather diverse perspectives and factual validation during information gathering?

The best way to gather diverse perspectives and ensure factual validation is applying a diversity check phase during information gathering. This targets varied viewpoints and cross-references retrieved facts, data, and expert analyses to ensure comprehensive topic coverage and accuracy.

Does this systematic research approach work for exploring market trends and ethical considerations?

Yes, this systematic research approach works for exploring market trends and ethical considerations. Its targeted information retrieval strategies systematically gather specific facts, regulatory landscapes, and expert analyses to build a comprehensive understanding of any complex topic.