Lightlines
By lingzhi227

survey-generation

lingzhi2271.6k installs

A complete, cited academic survey from your topic.

What it does

Generates complete academic survey papers through parallel outlining, retrieval-based writing, citation validation, and coherence refinement.

When to use it

Use it to write comprehensive literature surveys.

How to use it

Give it a survey topic or research area; it creates a structured survey paper, bibliography, outline, and section files in the project.

What you provide

  • survey topic or research area

Uses

Latest review

What you need · 2

Python is needed to run the literature-search script.

The documented literature-search command runs a script from the deep-research skill.


Access · 2

This skill

Semantic Scholar

Read

Searches Semantic Scholar for papers

arXiv

Read

Searches arXiv for papers