research-paper-analysis

name	Research Paper Analysis
description	Analyzes research papers (like arXiv) to extract methodology and benchmarks.
category	Research Reading
tags	["paper","research","arxiv"]
version	1.0.0

Research Paper Analysis Skill

Objective

To distill academic and technical research papers into their core contributions, methodologies, and benchmark results for ingestion into the Atlas.

Triggers

This skill activates for domains typically hosting papers, such as arxiv.org, paperswithcode.com, or URLs containing /paper/.

Execution Strategy

1. Focus Area: Identify the "Abstract", "Methodology", and "Results/Conclusion" sections.
2. Extraction: Determine the specific novel technique being introduced. What existing method is it compared against, and by what margin does it improve?
3. Limitation Check: Extract any noted limitations or future work to ensure balanced representation.

Prompt Modifiers for LLM

• Focus on: novel technique, benchmark results, key insight
• Extract: methodology, evaluation metrics, limitations
• Prioritize: what breakthrough or improvement this represents