GitHub高星项目：Claude Code学术研究工作流技能集
This Github repo is nice collection of Claude Code skills for doing academic res…
This Github repo is nice collection of Claude Code skills for doing academic research from start to finish.
这个 GitHub 仓库是一个很好的集合，包含了从开始到结束进行学术研究所需的 Claude Code 技能。
45K+ stars the skills that cover the full paper workflow: researching literature, planning a paper, writing it, checking citations and claims, peer-reviewing the draft, revising it, and producing the final submission files.
45K+ stars 这些技能覆盖了完整的论文工作流程：研究文献、规划论文、撰写论文、检查引用和声明、同行评审草稿、修订草稿以及生成最终提交文件。
the idea here is human-in-the-loop research rather than autonomous paper generation. The researcher still chooses the question, methodology, interpretation, and final argument, while the repo automates the tedious parts such as literature search, citation verification,
这里的理念是人在回路中的研究，而不是自主生成论文。研究人员仍然选择问题、方法论、解释和最终论点，而该仓库自动化了繁琐的部分，如文献搜索、引用验证，
for citations, it can verify references against sources like Semantic Scholar, OpenAlex, Crossref, and arXiv. It also has an optional claim-audit flow that checks whether a cited source actually supports the sentence using it.
对于引用，它可以针对 Semantic Scholar、OpenAlex、Crossref 和 arXiv 等来源验证参考文献。它还有一个可选的声明审计流程，用于检查被引用的来源是否确实支持使用该句子的内容。
更进一步：量化金融体系
看懂新闻只是起点——沿量化金融路径，把它变成能交付的工程能力