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survey-seed-harvest

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Bootstrap taxonomy from survey papers.

Education & Research#review#literature review#topic modeling#taxonomy#survey#seed extraction
AuthorWILLOSCAR
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the initial extraction of topic seeds and terminology from existing survey and review papers, significantly accelerating the process of building a structured taxonomy.

Core Features & Use Cases

  • Survey Identification: Automatically detects survey and review papers within a retrieved set based on titles and abstracts.
  • Taxonomy Seed Extraction: Extracts candidate topic terms and groups them into hierarchical seeds with descriptions.
  • Use Case: When starting a new literature review, use this Skill to quickly generate a foundational taxonomy from relevant survey papers, providing a structured starting point for deeper analysis with the taxonomy-builder skill.

Quick Start

Use the survey-seed-harvest skill to extract taxonomy seeds from the papers in papers/papers_dedup.jsonl.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: survey-seed-harvest
Download link: https://github.com/WILLOSCAR/research-units-pipeline-skills/archive/main.zip#survey-seed-harvest

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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