deep-research

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

79.6k|10.9k|Updated May 7, 2025

Search Tags:#research #web search #information gathering #deep dive #content pre-research #knowledge acquisition

Ready to run

npx skills add https://github.com/bytedance/deer-flow --skill deep-research-bytedance

💬 Prompt for ChatGPT / Claude Chat▼

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.