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Lingrongye
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research-lit

Search Zotero, Obsidian, PDFs, and the web to assemble a structured literature brief.

1|Updated Mar 26, 2026
Search Tags:#research#zotero#web#literature#arxiv#papers#semantic-scholar
One-click install
npx skills add https://github.com/Lingrongye/federated-learning --skill research-lit-lingrongye
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-lit
Source: https://github.com/Lingrongye/federated-learning/tree/main/Auto-claude-code-research-in-sleep/skills/research-lit
Command: npx skills add https://github.com/Lingrongye/federated-learning --skill research-lit-lingrongye

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps researchers quickly search, evaluate, and synthesize academic literature. It coordinates multiple data sources, deduplicates results, and assembles actionable insights to support literature reviews and research planning.

Core Features & Use Cases

  • Source integration: queries Zotero, Obsidian notes, local PDFs, and the web to assemble a comprehensive evidence base.
  • De-duplication & synthesis: merges results from multiple sources, flags duplicates, and generates concise summaries.
  • Output-ready briefs: produces a structured literature table plus a narrative synthesis suitable for draft papers or project memos.
  • Flexible sourcing: supports optional arXiv and Semantic Scholar lookups when requested.
  • Use Case: a user asks for related work on diffusion models and receives a ranked list with summaries and key metrics.

Quick Start

Instruct me to search for literature on a topic and generate a concise literature review.

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 Zotero and local PDFs?▼

To generate a literature review, search across Zotero, Obsidian notes, local PDFs, and the web simultaneously. The tool deduplicates results and outputs a structured literature table plus narrative synthesis ready for manuscripts.

What is the best way to find related papers on arXiv and Semantic Scholar for a research brief?▼

Finding related papers involves querying arXiv and Semantic Scholar integrations. It assembles an evidence base, flags duplicates, and produces a structured literature table with concise summaries for project memos.

Can I synthesize academic literature from multiple sources without getting duplicate entries?▼

Yes, synthesizing academic literature from multiple sources automatically deduplicates results. It merges findings from Zotero, local files, and web searches to generate concise, duplicate-free summaries for research planning.

Does the literature search tool work with Obsidian notes and local PDF files?▼

Yes, the literature search tool works with Obsidian notes and local PDF files. It coordinates these local sources with web searches to assemble a comprehensive evidence base for actionable insights.

How do I assemble a structured literature table for a manuscript quickly?▼

To assemble a structured literature table quickly, request a literature search on your topic. It evaluates relevant papers, generates ranked lists with key metrics, and formats output-ready briefs suitable for draft papers.

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