research-lit

Search local PDFs, arXiv TeX sources, and web results to synthesize literature surveys.

5|Updated Mar 13, 2026
One-click install
npx skills add https://github.com/llv22/AutoResearchWithEyes --skill research-lit-llv22
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-lit
Source: https://github.com/llv22/AutoResearchWithEyes/tree/main/skills/research-lit
Command: npx skills add https://github.com/llv22/AutoResearchWithEyes --skill research-lit-llv22

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Researchers often struggle to locate, compare, and synthesize findings across multiple papers and sources; this skill accelerates literature discovery and comprehension.

Core Features & Use Cases

  • Literature search across local PDFs, arXiv TeX sources, and web results, with de-duplication and relevance scoring.
  • Summarization & synthesis: extract problem, method, results, and relevance to build a literature narrative and a structured table.
  • Use Case: Start a literature review for a topic like "diffusion models for image generation" and generate a LITERATURE_SURVEY.md plus an idea for future work.

Quick Start

Ask the skill to search for papers on a topic or to review a specific document.

Frequently Asked Questions about research-lit

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

FAQPage Schema
How do I generate a literature review from arXiv papers and local PDFs?

This skill synthesizes research papers by searching arXiv TeX sources, web results, and local PDFs to answer a research question. It extracts abstracts and key sections to produce a structured literature survey table alongside a narrative summary.

What is the best way to summarize research papers for a literature survey?

Summarizing research papers involves extracting the problem, method, and results from multiple sources. This skill de-duplicates findings and scores relevance to build a comprehensive literature survey table and narrative summary.

Can I search local PDFs and web sources simultaneously for a research question?

Yes, you can search local PDFs and web sources simultaneously. This skill supports configurable source priority, allowing it to retrieve and synthesize relevant abstracts and key sections from both local files and web search results.

Does literature review automation work with arXiv TeX sources?

Yes, literature review automation works with arXiv TeX sources when available. The skill retrieves and analyzes these sources alongside local PDFs and web search results to synthesize findings and generate a comprehensive survey.

What format does the literature survey output generate?

The literature survey output generates a LITERATURE_SURVEY.md file. This file contains a structured table comparing papers and a narrative summary that synthesizes findings and proposes ideas for future work.