AgentSkillsCN

academic-search

从 arXiv 搜索并下载学术论文。可通过关键词、作者，或 arXiv ID 查找论文。

SKILL.md
--- frontmatter
name: academic-search
description: Search and download academic papers from arXiv. Find papers by keywords, authors, or arXiv ID.
metadata:
  openclaw:
    emoji: "📚"
    os: ["linux"]
    category: academic

Academic Search — Paper Discovery

Overview

Search academic papers on arXiv using the paper-search CLI tool. No API key required — uses the free arXiv API directly.

When To Use

  • •User asks to find/search papers on a topic
  • •User wants paper recommendations
  • •User needs to download a paper PDF
  • •User mentions arXiv, academic papers, or research literature

Commands

Search papers by keyword

bash
paper-search search "transformer attention mechanism" --max 5

Search with category filter

bash
paper-search search "reinforcement learning" --max 10 --categories cs.AI,cs.LG

Get paper details by arXiv ID

bash
paper-search details 1706.03762

Download paper PDF

bash
paper-search download 1706.03762 --output /workspace/papers/

JSON output (for programmatic use)

bash
paper-search search "neural networks" --max 3 --json

Example Workflows

Find important papers on a topic

bash
# Search for recent transformer papers
paper-search search "vision transformer ViT" --max 10 --categories cs.CV

# Get details of the seminal paper
paper-search details 2010.11929

Build a reading list

bash
# Search and save results
paper-search search "large language models" --max 20 --json > /workspace/papers/llm-papers.json

# Download key papers
paper-search download 2005.14165 -o /workspace/papers/  # GPT-3
paper-search download 2302.13971 -o /workspace/papers/  # LLaMA

Research a specific author

bash
paper-search search "au:Hinton" --max 10

arXiv Categories

Common categories for filtering:

CategoryDescription
cs.AIArtificial Intelligence
cs.LGMachine Learning
cs.CLComputation and Language (NLP)
cs.CVComputer Vision
cs.NENeural and Evolutionary Computing
cs.RORobotics
stat.MLStatistics - Machine Learning
math.OCOptimization and Control

Search Tips

  • •Use quotes for exact phrases: "attention is all you need"
  • •Search by author: au:Vaswani
  • •Search by title: ti:transformer
  • •Combine: "neural network" AND au:LeCun
  • •arXiv ID format: 1706.03762 or cs.AI/0001001

Output Locations

  • •Papers list: stdout or --json to file
  • •Downloaded PDFs: /workspace/papers/ (default)

Important Notes

  • •arXiv API has rate limits; avoid rapid-fire requests
  • •PDFs are typically 1-10 MB each
  • •Search results are sorted by relevance by default
  • •Published dates are in YYYY-MM-DD format