Is this skill part of a larger framework?

Yes, it is a key component of the Interpretive Orchestration repository, specifically designed for Stage 2, Phase 1 theoretical stream development.

Do I need specific API keys to use this skill?

The skill features graceful degradation. While it works best with Exa and Jina API keys for full automation, it can still function manually if you provide URLs or local files directly.

What is the literature-sweep skill?

It is a specialized capability for Claude Code designed to automate the finding, fetching, and organizing of academic papers into a structured research environment for analysis.

Can this skill handle paywalled academic content?

The skill uses various fetching tiers. If automated tools fail due to paywalls, it provides guidance for manual retrieval and local conversion to ensure your research workflow continues.

How does it organize the gathered research data?

It creates a standardized directory structure including a 'literature-inventory.json' file to track metadata and a 'papers/' folder for converted markdown versions of the literature.

Academic Literature Sweep

Name: Academic Literature Sweep
Author: linxule

bylinxule

•

网络抓取与数据收集

Automates the discovery, extraction, and organization of academic literature for qualitative research and theoretical pattern extraction.

The literature-sweep skill provides a robust framework for academic research by automating the process of gathering foundational literature. It implements a three-tier system that adapts to available tools like Exa and Jina to perform semantic searches, extract full-text content from journals, and organize findings into a structured inventory. Specifically designed for Stream A theoretical development in qualitative research, it helps users build a comprehensive base of theoretical patterns and constructs, transitioning seamlessly from raw paper retrieval to structured scholarly analysis.

主要功能

01Full-text content extraction from journals and web sources using Jina

02Automated organization of sources into a structured literature inventory (JSON)

03Three-tier capability system that adapts to available API keys and tools

042 GitHub stars

05Semantic academic search via Exa API integration

06Standardized output formatting for theoretical pattern mapping

使用场景

01Conducting automated literature reviews for qualitative research projects

02Extracting theoretical patterns and core constructs from scholarly papers

03Organizing academic bibliographies into AI-readable markdown repositories

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add linxule/interpretive-orchestration literature-sweep

For use in Claude.ai and ChatGPT

Download Skill