literature-review by collaborative-deep-research/agent-papers-cli
npx skills add https://github.com/collaborative-deep-research/agent-papers-cli --skill literature-review使用 paper 和 paper-search CLI 工具对 "$ARGUMENTS" 进行系统性文献综述。
在开始搜索前,与用户明确以下内容:
使用多种查询变体进行搜索,以最大化覆盖范围:
paper-search semanticscholar papers "<main query>" --limit 20 --year <range>
paper-search semanticscholar papers "<synonym query>" --limit 20 --year <range>
paper-search semanticscholar papers "<related query>" --limit 20 --year <range>
paper-search google scholar "<topic>"
根据标题/论文ID对结果进行去重。
对于每篇找到的唯一论文:
paper-search semanticscholar details <paper_id>
paper skim <arxiv_id> --lines 2
将其分类为:高度相关 / 部分相关 / 。
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对于高度相关的论文:
paper outline <arxiv_id>
paper read <arxiv_id> introduction
paper read <arxiv_id> method
paper read <arxiv_id> results
paper read <arxiv_id> conclusion
为每篇论文做结构化笔记:问题、方法、关键结果、局限性。
对于开创性论文,查找相关工作:
paper-search semanticscholar citations <paper_id> --limit 20
paper-search semanticscholar references <paper_id> --limit 20
将通过此方式发现的重要论文添加回筛选分类步骤。
按主题而非按论文组织发现。包括:
paper bibtex <arxiv_id> 生成)每周安装次数
44
代码仓库
GitHub 星标数
38
首次出现
2026年2月22日
安全审计
安装于
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Conduct a systematic literature review on "$ARGUMENTS" using the paper and paper-search CLI tools.
Before searching, clarify with the user:
Search with multiple query variations to maximize coverage:
paper-search semanticscholar papers "<main query>" --limit 20 --year <range>
paper-search semanticscholar papers "<synonym query>" --limit 20 --year <range>
paper-search semanticscholar papers "<related query>" --limit 20 --year <range>
paper-search google scholar "<topic>"
Deduplicate results by title/paper ID.
For each unique paper found:
paper-search semanticscholar details <paper_id>
paper skim <arxiv_id> --lines 2
Categorize as: highly relevant / somewhat relevant / not relevant.
For highly relevant papers:
paper outline <arxiv_id>
paper read <arxiv_id> introduction
paper read <arxiv_id> method
paper read <arxiv_id> results
paper read <arxiv_id> conclusion
Take structured notes on each paper: problem, method, key results, limitations.
For seminal papers, find related work:
paper-search semanticscholar citations <paper_id> --limit 20
paper-search semanticscholar references <paper_id> --limit 20
Add any important papers discovered this way back to the triage step.
Organize findings by theme, not by paper. Include:
paper bibtex <arxiv_id> to generate)Weekly Installs
44
Repository
GitHub Stars
38
First Seen
Feb 22, 2026
Security Audits
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Installed on
codex44
cursor43
gemini-cli43
github-copilot43
amp43
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