research-lit

Identify scholarly works and summarize core contributions for a literature baseline.

2|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/chenghaoYang/auto-coder-trainer --skill research-lit-chenghaoyang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-lit
Source: https://github.com/chenghaoYang/auto-coder-trainer/tree/main/aris/skills/research-lit
Command: npx skills add https://github.com/chenghaoYang/auto-coder-trainer --skill research-lit-chenghaoyang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Literature review is time-consuming: researchers need to locate, read, summarize, and synthesize papers from multiple sources, capture insights, and build a coherent knowledge base for a topic.

Core Features & Use Cases

  • Aggregate papers from Zotero, Obsidian vaults, local PDFs, and the web to create a comprehensive literature landscape.
  • Extract key metadata (title, authors, venue, year) and user annotations to build structured summaries and thematic groupings.
  • Generate literature syntheses with highlighted gaps, trends, and actionable ideas, linking back to sources for citation and reproducibility.

Quick Start

Provide a topic like "diffusion models" and the skill will search sources, rank results, and produce a structured literature review with themes and citations.

Frequently Asked Questions about research-lit

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

FAQPage Schema
How do I automate a literature review across Zotero, Obsidian, and local PDFs?

To automate a literature review, you can use this skill to search, rank, and summarize scholarly works across Zotero, Obsidian vaults, local PDFs, and web sources. It extracts metadata and annotations to build a structured literature landscape with themes and citations.

Can I synthesize research papers and extract core contributions for a specific topic?

Yes, you can synthesize research papers by providing a specific topic. The skill identifies relevant scholarly works, summarizes core contributions, and generates a literature synthesis highlighting gaps, trends, and actionable ideas linked back to original sources.

Does the literature review tool work with my existing Obsidian vault and Zotero library?

The tool works directly with your existing Obsidian vault and Zotero library. It aggregates papers from these sources alongside local PDFs and web searches, extracting key metadata like title, authors, venue, and year to compile structured summaries suitable for injection into research notes.

What is the best way to build a comprehensive literature baseline from multiple sources?

The best way to build a literature baseline is to provide a topic and let the skill aggregate sources. It searches Zotero, Obsidian, PDFs, and the web, then annotates and ranks results to produce structured summaries, thematic groupings, and citations for your research notes.

How to generate structured summaries and thematic groupings from user annotations?

To generate structured summaries and thematic groupings, the skill extracts key metadata and user annotations from your aggregated papers. It uses this data to compile a comprehensive landscape, ranking results to highlight research gaps and trends for synthesis.

Are there limitations when using this approach for literature syntheses on complex topics?

While the skill handles complex topics by searching and ranking sources, the quality of the literature synthesis depends on the available papers in your Zotero, Obsidian, local PDFs, and web sources. It compiles structured summaries based on extracted metadata and user annotations.