AlterLab Literature Review
技能 活跃Part of the AlterLab Academic Skills suite. Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
To streamline and standardize the process of conducting rigorous academic literature reviews, ensuring accuracy, reproducibility, and professional output.
功能
- Systematic literature review methodology
- Multi-database search integration
- Automated citation verification
- Professional markdown and PDF document generation
- Comprehensive workflow guidance and templates
使用场景
- Conducting systematic literature reviews for research papers or theses
- Synthesizing knowledge for meta-analyses or scoping reviews
- Investigating the state of the art in a scientific domain
- Generating formatted literature review documents with verified citations
非目标
- Performing primary research or data collection
- Replacing human judgment in study selection and interpretation
- Conducting simple keyword searches without a systematic methodology
实践
- Systematic Review Methodology
- Academic Writing
- Citation Management
- Reproducible Research
先决条件
- Python 3.x
- Pandoc (for PDF generation)
- LaTeX distribution (for PDF generation, e.g., TeX Live or MacTeX)
Execution
- warning:Pinned dependenciesThe SKILL.md lists required Python packages (`requests`) but does not specify pinned versions or provide a lockfile, potentially leading to dependency conflicts.
Trust
- info:Issues AttentionThere are 2 open issues and 0 closed issues in the last 90 days. This indicates low recent activity on issue resolution.
- info:Issues AttentionWith 2 open issues and 0 closed in the last 90 days, maintainer responsiveness to issues appears low.
Code Execution
- warning:ValidationWhile the Python scripts handle file inputs and API responses, explicit validation using schema libraries (like Zod or pydantic) for all inputs and outputs is not evident.
- warning:ValidationWhile inputs are processed, explicit schema validation for all arguments and structured outputs using libraries like Zod or Pydantic is not evident.
Maintenance
- warning:Dependency ManagementWhile Python dependencies are listed, there is no explicit mention of vulnerability scanning or automated update mechanisms like Dependabot.
安装
npx skills add AlterLab-IEU/AlterLab-Academic-Skills通过 npx 运行 Vercel skills CLI(skills.sh)— 需要本地安装 Node.js,以及至少一个兼容 skills 的智能体(Claude Code、Cursor、Codex 等)。前提是仓库遵循 agentskills.io 格式。
质量评分
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