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Siyou-Li
Siyou-LiCOMMUNITY
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deep-research

Coordinate a 13-agent academic research workflow across scoping, review, and synthesis.

2|Updated Apr 30, 2026
Search Tags:#reproducibility#deep-research#evidence-synthesis#systematic-review#academic-research#socratic-mode#ethics-check
One-click install
npx skills add https://github.com/Siyou-Li/research-frog-skill --skill deep-research-siyou-li
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deep-research
Source: https://github.com/Siyou-Li/research-frog-skill/tree/main/skills/deep-research
Command: npx skills add https://github.com/Siyou-Li/research-frog-skill --skill deep-research-siyou-li

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Coordinate and automate an end-to-end academic research workflow using a 13-agent team.

Core Features & Use Cases

  • Domain-agnostic orchestration of the full research lifecycle (scoping, investigation, analysis, composition, review) with Socratic guidance and multi-agent collaboration.
  • Integrated handoff to downstream skills (e.g., academic-paper) for seamless transition from research to publication.
  • Checkpoint-driven quality control, reproducibility, and ethics governance across all phases (sociocratic planning, risk assessment, editorial review, and ethics safeguards).
  • Rich reference and tooling ecosystem support (templates, practice patterns, and policy-guidance documents) to standardize rigorous research practice.

Quick Start

Coordinate and automate an end-to-end research workflow using a 13-agent team.

Frequently Asked Questions about deep-research

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

FAQPage Schema
How do I automate an end-to-end academic research workflow?▼

Automate an end-to-end academic research workflow by coordinating a 13-agent team that handles scoping, literature review, verification, evidence synthesis, and publication handoffs with checkpoint-driven quality control.

What is the best way to ensure reproducibility in a systematic review?▼

Ensure reproducibility in a systematic review by enforcing checkpoint-driven quality control, rigorous evidence handling, and ethics checks throughout the entire research pipeline orchestration.

Does this deep-research workflow support domain-agnostic literature reviews?▼

Yes, this deep-research workflow supports domain-agnostic literature reviews, orchestrating scoping, investigation, and analysis across any academic field using a 13-agent collaborative team.

How do I integrate Socratic guidance into evidence synthesis?▼

Integrate Socratic guidance into evidence synthesis by using the sociocratic planning and Socratic mode features within the research workflow to guide scoping and analysis.

Can I hand off my systematic review directly for academic publication?▼

Yes, you can hand off your systematic review directly for academic publication through integrated downstream transitions to publication skills after completing the synthesis phase.

When do I need ethics checks during academic research orchestration?▼

Ethics checks are needed throughout the entire academic research orchestration pipeline, applying risk assessment and editorial safeguards during scoping, investigation, and composition phases.

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