What API keys do I need for full functionality?

For Tier 1 full automation, you need Exa and Jina API keys. However, the skill is designed to degrade gracefully to Tier 2 or 3, allowing manual URL or PDF processing without any API keys.

Can I use this for non-qualitative research?

While the skill is optimized for qualitative 'Stream A' theoretical analysis, its core functionality of searching, fetching, and organizing academic sources is highly effective for any scholarly literature gathering task.

What is the output format for the collected papers?

The skill converts and stores literature as Markdown files in a structured directory, making them easily readable and searchable by Claude for subsequent analysis and synthesis.

How does this skill handle paywalled academic content?

The skill includes fallback guidance for manual downloads via institutional access or preprint servers. If automated fetching fails, you can manually provide PDFs or URLs for the skill to process.

Qualitative Literature Orchestrator

Name: Qualitative Literature Orchestrator
Author: linxule

bylinxule

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网络抓取与数据收集

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

This skill serves as an epistemic partner for researchers, streamlining the theoretical workflow in qualitative studies by automating the gathering of foundational literature. It intelligently searches academic databases using semantic tools like Exa, extracts full-text content via Jina or manual methods, and organizes sources into a structured project inventory. By implementing a three-tier capability system, it ensures continuous operation regardless of API availability, allowing researchers to focus on identifying core constructs and theoretical tensions rather than manual file management and formatting.

主要功能

01Graceful degradation support for manual URL entry and PDF processing

02Integrated workflow for theoretical pattern extraction and Socratic analysis

03Generation of comprehensive literature-inventory.json files for source tracking

04Multi-tier academic search and retrieval using Exa and Jina APIs

05Automated organization of research papers into standardized directory structures

062 GitHub stars

使用场景

01Gathering foundational theoretical frameworks for qualitative data analysis

02Automating the conversion of web-based academic content into analysis-ready Markdown

03Conducting systematic literature reviews for academic research papers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add linxule/interpretive-orchestration qual-literature

For use in Claude.ai and ChatGPT

Download Skill