deep-research

Guide systematic web research through exploration, deep dives, and validation phases.

Updated Mar 12, 2026

Search Tags:#research #methodology #web search #content generation #information gathering #deep dive

Ready to run

npx skills add https://github.com/ishi253/byteDanceApplication --skill deep-research-ishi253

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: deep-research
Source: https://github.com/ishi253/byteDanceApplication/tree/main/deer-flow/skills/public/deep-research
Command: npx skills add https://github.com/ishi253/byteDanceApplication --skill deep-research-ishi253

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of superficial information gathering by providing a structured, multi-phase methodology for conducting thorough web research, ensuring comprehensive understanding before content generation.

Core Features & Use Cases

Systematic Research Methodology: Guides users through broad exploration, deep dives, and diversity checks for comprehensive information gathering.
Temporal Awareness: Emphasizes using current dates and precise temporal qualifiers in search queries for up-to-date information.
Iterative Refinement: Encourages a cyclical approach to research, identifying gaps and refining queries for deeper insights.
Use Case: Before writing a detailed report on a new technology, use this skill to ensure you've explored its applications, challenges, expert opinions, and market trends from multiple authoritative sources.

Quick Start

Use the deep-research skill to research the topic 'quantum computing applications in finance'.

Frequently Asked Questions about deep-research

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

FAQPage Schema

How do I conduct deep web research on a complex topic?▼

Deep web research requires a systematic methodology guiding you through broad exploration, deep dives, and diversity checks. This ensures a comprehensive understanding of complex topics by validating information across multiple authoritative sources before generating content.

What is the best way to gather up-to-date information for a detailed report?▼

Gathering up-to-date information requires temporal awareness, emphasizing current dates and precise temporal qualifiers in search queries. Iterative refinement of search queries helps identify gaps and extract deeper insights from multiple authoritative sources.

How does multi-angle research prevent superficial information gathering?▼

Multi-angle research prevents superficial information gathering by enforcing a structured, multi-phase methodology. It facilitates comprehensive understanding by exploring applications, challenges, expert opinions, and market trends through cyclical exploration and validation phases.

Can I use this systematic research methodology for any new technology topic?▼

Yes, you can use this systematic research methodology for any new technology topic. It guides you through exploration, deep dives, and validation phases to ensure comprehensive information gathering from multiple angles and authoritative sources.

When do I need to use iterative refinement for web search queries?▼

Iterative refinement for web search queries is needed when identifying information gaps during deep research. It encourages a cyclical approach to query modification, ensuring deeper insights and comprehensive understanding of complex topics.

Does the deep-research methodology work without any external dependencies?▼

The deep-research methodology works without external dependencies, providing a structured framework for information gathering. It relies on systematic exploration, temporal awareness, and diversity checks to validate sources and ensure comprehensive understanding.