Literature Sweep

概要

Literature Sweep is a specialized tool designed for researchers conducting qualitative studies within the interpretive orchestration framework. It streamlines the literature review process by searching academic databases, extracting full-text content into Markdown format, and maintaining a structured digital library. The skill features a robust, three-tiered capability system that adapts to available API keys—utilizing Exa for semantic search and Jina for content extraction—while offering graceful degradation to manual URL inputs or built-in tools if premium services are unavailable. By automatically generating a literature inventory and organizing papers into a standardized directory structure, it allows researchers to focus on synthesis and theoretical analysis rather than manual file management.

主な機能

• Centralized source tracking via a structured literature-inventory.json system
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• Tiered search and fetch capabilities that adapt to available MCP server API keys
• Standardized directory management for organizing research streams and analysis notes
• Automated conversion of academic papers and PDFs into clean Markdown files
• Semantic academic search integration for discovering high-relevance theoretical patterns

ユースケース

• Gathering foundational literature and identifying core constructs for a research project
• Automating the collection and formatting of papers for qualitative pattern extraction
• Creating a searchable, structured inventory of academic sources for research synthesis