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deep-research

Performs multi-source research with citations and outputs structured knowledge notes and library entries.

36|4|Updated Feb 11, 2026
Search Tags:#documentation#research#multi-source#citations#synthesis#knowledge-management#phase-driven
One-click install
npx skills add https://github.com/xg-gh-25/SwarmAI --skill deep-research-xg-gh-25
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deep-research
Source: https://github.com/xg-gh-25/SwarmAI/tree/main/backend/skills/s_deep-research
Command: npx skills add https://github.com/xg-gh-25/SwarmAI --skill deep-research-xg-gh-25

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables thorough, multi-source research with citations, analysis, and synthesis, ensuring research quality beyond general knowledge.

Core Features & Use Cases

  • Systematic, phase-driven research process (5 phases) with explicit intent planning, source validation, and synthesis.
  • Structured outputs to a Knowledge base (Knowledge/Notes and Knowledge/Library), enabling reuse across projects.
  • Use Case: Conduct a comprehensive literature review for product strategy, competitive analysis, or academic-style reports.

Quick Start

Initiate a 5-phase, source-cited research workflow and export a structured knowledge note.

Frequently Asked Questions about deep-research

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

FAQPage Schema
How do I conduct a systematic literature review with multi-source citations?▼

A systematic literature review with multi-source citations requires a phase-driven workflow that validates sources and synthesizes analyses. This process ensures rigorous research quality by exporting structured knowledge notes for reuse across academic or strategic projects.

What is the best way to synthesize research from multiple sources into a structured knowledge base?▼

Synthesizing research from multiple sources into a structured knowledge base involves a 5-phase workflow with explicit intent planning and source validation. This method outputs well-synthesized analyses to Knowledge/Notes and Knowledge/Library, enabling comprehensive knowledge management across projects.

Can I use this phase-driven research workflow for competitive analysis and landscape mapping?▼

Yes, phase-driven research workflows support competitive analysis and landscape mapping by applying rigorous multi-source investigation. The process produces well-synthesized analyses with explicit citations, ensuring comprehensive validation for strategic product reports.

How does source validation work during a multi-source research investigation?▼

Source validation in multi-source research works through a 5-phase workflow that applies explicit intent planning before synthesizing data. This ensures that all literature reviews and landscape mappings produce well-synthesized analyses with explicit citations.

Do I need any external dependencies to perform multi-source research with citations?▼

No external dependencies are required to perform multi-source research with citations. The workflow independently manages the 5-phase process, source validation, and structured outputs to Knowledge/Notes and Knowledge/Library without relying on external components.

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