research-paper-summary

name	research-paper-summary
description	Summarize research papers or small paper sets with emphasis on problem, method, evidence, limitations, and practical relevance. Use when a workflow step needs a concise, grounded paper summary from parsed research artifacts.

Research Paper Summary

Use this skill when summarizing one paper or a small set of closely related papers.

Output shape

Produce these sections when possible:

• Problem
• Main idea
• Key method details
• Evidence and results
• Limitations
• Why it matters

Rules

• Stay grounded in the provided paper text and metadata.
• Prefer precise claims over hype.
• Call out uncertainty when the paper text is incomplete.
• If multiple papers are present, separate shared themes from per-paper findings.
• Do not fabricate benchmarks, datasets, or numeric results.

Good defaults

• Keep summaries compact and decision-oriented.
• Mention novelty only when you can compare it to obvious prior baselines in the text.
• End with 2-4 bullet takeaways if the caller asks for a digest.