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Политика конфиденциальностиСогласие на обработку ПДн|ИНН 623412173261
    Literature Search Arxiv — Скилл для ИИ-агентов | AI Рассвет

    Literature Search Arxiv

    Search for scientific papers, preprints, and publications on arXiv. Extract metadata, abstracts, and download full text PDFs or HTML versions of papers. Use when the user asks to find research papers, literature, or specific arXiv IDs.

    Скиллы для операций#GitHub#google-deepmind/science-skills#skills.sh
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    Установить скилл

    Добавьте инструмент одной командой или скачайте проверенный архив версии.

    npx skills add google-deepmind/science-skills --skill literature-search-arxiv
    Скачать ZIP
    Версия
    1.0.0+68832757cbbf
    Автор
    Владимир Ломтев
    Репозиторий
    google-deepmind/science-skills
    GitHub: google-deepmind/science-skills

    Установить скилл

    Добавьте инструмент одной командой или скачайте проверенный архив версии.

    npx skills add google-deepmind/science-skills --skill literature-search-arxiv
    Скачать ZIP
    Версия
    1.0.0+68832757cbbf
    Автор
    Владимир Ломтев
    Репозиторий
    google-deepmind/science-skills
    GitHub: google-deepmind/science-skills

    Как установить

    1. 1Скопируйте команду из блока установки.
    2. 2Запустите её в терминале из каталога проекта.

    Документация

    arXiv Search and Retrieval

    Prerequisites

    1. uv: Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH.
    2. User Notification: If .licenses/literature_search_arxiv_LICENSE.txt does not already exist in the workspace root directory then (1) prominently notify the user to check the terms at https://info.arxiv.org/help/api/index.html and to always check the license of the papers retrieved by the skill for any restrictions, then (2) create the file recording the notification text and timestamp.

    Core Rules

    • Terms of Use: You MUST respect arXiv's Terms of Use.
      • Maximum 1 request every 3 seconds.
      • The provided utility scripts handle rate limiting automatically. Always use these scripts rather than writing your own curl/python requests.
    • If this skill is used, ensure this is mentioned in the output AND list the URLs of all papers that were used in producing the output.

    Utility Scripts

    1. Search and Extract Metadata

    Search arXiv and return a clean JSON array of matching papers.

    uv run scripts/search_arxiv.py --query "au:einstein AND ti:relativity" \
      --max_results 5 2>/dev/null > /tmp/arxiv_search_results.json
    

    Important: The tool outputs a large JSON result to stdout. Requesting 100+ results will produce a massive JSON that might exceed your context length. Limit --max_results (e.g., 5-10) or paginate carefully using --start. Always redirect output to a file and parse it separately, otherwise terminal output will be truncated.

    Returned Metadata: JSON results include id, title, summary, published, authors, pdf_url, primary_category, doi, journal_ref, and comment. Note: the doi field only contains DOI information in case the paper has an external DOI and if only an arXiv-issued DOI exists, this is DOI is not returned.

    Options:

    • --query: Search string. See references/query_syntax.md for advanced syntax.
    • --id_list: Comma-separated list of arXiv IDs to fetch directly (e.g., 1706.03762v5).
    • --start: Pagination offset (default 0).
    • --max_results: Number of results to return (default 10).
    • --sort_by: relevance, lastUpdatedDate, or submittedDate. (Use --sort_by submittedDate --sort_order descending for the most recent papers).
    • --sort_order: ascending or descending.

    2. Download Paper (PDF or HTML)

    Download the full text of a paper to your local workspace for reading.

    uv run scripts/download_paper.py --id 1706.03762 --format pdf --output attention.pdf
    

    Options:

    • --id: The arXiv ID (e.g., 1706.03762 or 1706.03762v5).
    • --format: pdf or html. Note: HTML is only available for newer papers.
    • --output: Filepath to save the downloaded document.

    Important: when downloading papers, make sure you download them to a location where you do not overwrite other files and do not clutter existing directory structure.

    3. Download Paper Source (tar.gz)

    Download the LaTeX source files of a paper to your local workspace. Note that not all papers have source available.

    uv run scripts/download_paper_source.py --id 2010.11645 --output source.tar.gz
    

    Options:

    • --id: The arXiv ID (e.g., 2010.11645).
    • --output: Filepath to save the downloaded tar.gz file.

    Caution: Care should be exercised when untar'ing the downloaded file for security and to avoid cluttering your filesystem, as archives may contain many files or unexpected directory structures.

    Safe Extraction Requirements: NEVER extract directly into your working directory! Always extract into a dedicated new directory: bash mkdir paper_source && tar -xzf source.tar.gz -C paper_source

    Reference

    • Advanced Query Syntax: See references/query_syntax.md for prefixes (au, ti, abs), booleans, and date filtering.

    Workflow

    1. Search for papers using search_arxiv.py. Review the JSON summaries.
    2. If full text is needed, use download_paper.py to fetch the PDF or HTML.
    3. If downloading a PDF, verify the PDF is not empty or corrupted.
    4. Read the downloaded file using standard file reading tools.

    Требования и возможности

    Источник пакета
    https://github.com/google-deepmind/science-skills/tree/68832757cbbf941c620b71df5756cf6e5cc287b0/skills/literature_search_arxiv

    Файлы версии

    ПутьРазмерSHA256
    SKILL.md4628b71daf2b4f847b5c...
    references/query_syntax.md997648ad68a3fa7e32f...
    scripts/download_paper.py3455dc980dc135b9e5d0...
    scripts/download_paper_source.py2881d672a83af5d3c1f3...
    scripts/search_arxiv.py511834b8ea10bfe3e133...

    Частые вопросы

    Как установить Literature Search Arxiv?
    Используйте команду npx skills add google-deepmind/science-skills --skill literature-search-arxiv или скачайте ZIP-архив.
    Можно ли скачать Literature Search Arxiv бесплатно?
    Да, опубликованную версию можно скачать из маркетплейса бесплатно.

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