research-survey

Generate taxonomy-based literature survey reports from collected papers.

122|19|Updated Dec 2, 2024
One-click install
npx skills add https://github.com/AI4Scientist/nano-scientist --skill research-survey-ai4scientist
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-survey
Source: https://github.com/AI4Scientist/nano-scientist/tree/main/skills/research-survey
Command: npx skills add https://github.com/AI4Scientist/nano-scientist --skill research-survey-ai4scientist

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the production of survey-grade literature reviews from papers collected by paper-navigator.

Core Features & Use Cases

  • Stage-based pipeline: Outline generation, draft survey, section expansion, summaries, and final assembly.
  • Taxonomy-driven analysis: Cluster papers by mechanism or approach and generate structured comparison tables.
  • LaTeX-ready output: Produce formalized sections with citations and references.
  • Use Cases: Ideal for literature reviews, field overviews, or systematic syntheses when 30-120 papers are gathered.

Quick Start

Feed a set of collected papers into the workflow to generate a complete survey report.

Frequently Asked Questions about research-survey

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

FAQPage Schema
How do I automate writing a literature review from a collection of research papers?

Yes, you can generate LaTeX-ready survey reports. The workflow outputs formalized sections with dense citations and references, enforcing field-specific conventions to produce evaluation-ready, LaTeX-friendly formatting for your literature review.

What is the best way to structure a survey paper using taxonomy-based clustering?

The best way to structure a survey paper is using taxonomy-driven analysis that clusters papers by mechanism or approach. This generates structured comparison tables and a multi-stage outline, which are then expanded into a complete survey draft.

Can I use this workflow to generate a survey draft from 30 to 120 papers?

You need to supply a set of papers collected by paper-navigator. The workflow requires this gathered dataset to initiate the pipeline, which then automates outline generation, section drafting, and final assembly into a complete survey report.

How do I generate a taxonomy and outline for a systematic literature review?

You generate a taxonomy and outline by feeding collected papers into the workflow's first stage. The pipeline analyzes the papers, clusters them by approach to form a taxonomy, and produces a structured outline for your systematic literature review.

Does the survey generation pipeline support LaTeX formatting and dense citations?

Yes, the pipeline supports LaTeX formatting and dense citations. It produces formalized sections with references and enforces field-specific conventions to ensure the final assembled report is evaluation-ready.