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.