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relatedwork-finder

Extract keywords and search related papers via Semantic Scholar Graph API.

Updated Jun 18, 2026
Search Tags:#reference management#academic research#related work#keyword extraction#paper search
One-click install
npx skills add https://github.com/Hjhnb-star/ecr_grpo_agent --skill relatedwork-finder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: relatedwork-finder
Source: https://github.com/Hjhnb-star/ecr_grpo_agent/tree/main/.agents/skills/relatedwork-finder
Command: npx skills add https://github.com/Hjhnb-star/ecr_grpo_agent --skill relatedwork-finder

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires copaper, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of manually searching for and collecting related work papers in academic research.

Core Features & Use Cases

  • Automated Keyword Extraction: Extracts keywords from storyline.md or paper.md content to guide related work searches.
  • Semantic Scholar Search Integration: Utilizes the Semantic Scholar Graph API for comprehensive searches and caching.
  • BibTeX and PDF Management: Facilitates the formalization of the reference list into a BibTeX file and organizes PDF downloads.

Quick Start

Run the copaper --root . relatedwork keywords --count 8 command to extract keywords from your storyline or paper and proceed with related work searches.

Frequently Asked Questions about relatedwork-finder

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

FAQPage Schema
How do I find related work papers using my storyline or paper content?▼

To find related work papers, this Skill extracts keywords from your storyline.md or paper.md files and searches the Semantic Scholar Graph API. It returns matching academic papers and organizes the results for your research.

How to automate BibTeX and PDF management for academic research references?▼

Automating BibTeX and PDF management involves formalizing search results into a structured BibTeX file and organizing corresponding PDF downloads. This Skill handles both tasks automatically after finding related work.

Does relatedwork-finder work with copaper to extract keywords?▼

Yes, relatedwork-finder requires copaper as a dependency. You run the copaper command-line interface to extract up to eight keywords from your markdown files to guide the related work search.

What is the best way to search Semantic Scholar for academic research papers?▼

The best way to search Semantic Scholar is using its Graph API for comprehensive results and caching. This Skill automates that process by extracting keywords from your content and querying the API directly.

Can I extract keywords from a markdown file to guide paper searches?▼

Yes, you can extract keywords from markdown files like storyline.md or paper.md. The Skill parses this content to identify key terms, then uses them to query the Semantic Scholar Graph API for relevant academic papers.

What are the limitations of using copaper for reference management?▼

Copaper focuses on keyword extraction and Semantic Scholar API searches for reference management. It requires markdown input files like storyline.md or paper.md to function and does not search other academic databases.

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