paper-summary

Summarizes academic papers into a structured Japanese format covering bibliography, problem, contributions, and comparisons.

1|Updated Mar 12, 2025
One-click install
npx skills add https://github.com/void2610/dotfiles --skill paper-summary-void2610
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper-summary
Source: https://github.com/void2610/dotfiles/tree/main/.claude/skills/paper-summary
Command: npx skills add https://github.com/void2610/dotfiles --skill paper-summary-void2610

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Reading and digesting academic papers is time-consuming, and ad-hoc summaries often miss key aspects like evaluation methodology or detailed comparisons with prior work. This Skill produces a consistent, structured summary of any paper given its title or URL. ## Core Features & Use Cases - Structured Summary Format: Generates bibliographic info, problem setting, contributions over prior work, core technical ideas, evaluation tables, discussion points, and related papers. - Detailed Prior-Work Comparison: Builds axis-based comparison tables contrasting design choices between the target paper and prior research. - Paper Q&A: Answers follow-up questions strictly grounded in the paper's content without speculation. - Use Case: Send an arXiv URL of a new machine learning paper and receive a complete Japanese summary with evaluation tables and a comparison against its predecessors, ready for a reading group or literature review. ## Quick Start Summarize this paper using the paper-summary skill: https://arxiv.org/abs/1706.03762

Frequently Asked Questions about paper-summary

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

FAQPage Schema
How do I summarize an academic paper with AI?▼

Provide the paper's title or URL and the skill reads the paper and produces a structured summary covering bibliography, problem setting, contributions, method key ideas, evaluation, discussion, and related papers. The output follows a fixed format in concise Japanese.

What sections does a structured paper summary include?▼

The summary includes bibliographic information, problem setting, improvements over prior work, core technical ideas, an evaluation table with metrics and baselines, discussion points, related papers with one-line summaries, and detailed axis-based comparison tables with prior research.

Can I ask follow-up questions about a summarized paper?▼

Yes, you can ask questions about the paper's content after the summary. Answers are strictly based on what the paper states, and the skill will not invent information that is not written in the paper.

Does the paper summary work with arXiv links?▼

Yes, providing an arXiv URL or the paper title is sufficient to trigger the summary. The bibliographic section records the arXiv link or other publication source, along with venue, year, authors, and official implementation if available.

What are the limitations of automated paper summarization?▼

The summary quality depends on access to the paper's full text, and paywalled papers may not be fully readable. Numerical results are reported as trends rather than exact values, so consult the original paper for precise figures.