aget-search-literature

Search internal knowledge bases and external sources for academic literature.

11|Updated Nov 22, 2025
One-click install
npx skills add https://github.com/aget-framework/aget --skill aget-search-literature
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aget-search-literature
Source: https://github.com/aget-framework/aget/tree/main/.claude/skills/aget-search-literature
Command: npx skills add https://github.com/aget-framework/aget --skill aget-search-literature

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users efficiently find and understand relevant literature, academic papers, and existing knowledge bases, preventing redundant research and ensuring informed decision-making.

Core Features & Use Cases

  • Prioritized Search: Searches internal knowledge bases (L-docs, patterns, specs, SOPs) before external sources.
  • Synthesis: Summarizes key findings, identifies convergences and divergences, and highlights knowledge gaps.
  • Citation Management: Provides proper attribution and accessible references for all findings.
  • Use Case: A researcher needs to understand the current state of a specific AI technique. This Skill can quickly gather and summarize relevant academic papers and internal project documentation.

Quick Start

Search for literature on the topic of 'reinforcement learning in robotics'.

Frequently Asked Questions about aget-search-literature

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

FAQPage Schema
How do I synthesize prior work and identify knowledge gaps for a literature review?

To synthesize prior work for a literature review, this Skill searches internal knowledge bases and external academic papers, summarizes key findings, notes convergence and divergence, highlights knowledge gaps, and provides proper citations.

What is the best way to search internal knowledge bases before external academic papers?

The best way to search internal knowledge bases first is using a prioritized search mechanism that scans internal L-docs, patterns, specs, and SOPs before querying external sources to gather and summarize relevant findings.

Can I get proper citations for academic papers discovered during knowledge discovery?

Yes, you can get proper citations during knowledge discovery. This Skill provides proper attribution and accessible references for all findings gathered from both internal documentation and external academic papers.

How does a literature review handle convergence and divergence in prior work?

A literature review handles convergence and divergence by synthesizing findings from academic papers and internal knowledge bases, explicitly noting where prior work agrees, where it diverges, and highlighting remaining knowledge gaps.

Do I need internal documentation to review prior work and existing literature?

You do not need internal documentation to review prior work, but if internal knowledge bases like L-docs, patterns, specs, or SOPs exist, the Skill prioritizes searching them before external sources to ensure comprehensive understanding.