一系列用于学术研究的Claude代码技能。有些工具会对论文、分析前期计划、资助提案或结果背后的代码提供反馈。还有些会帮助你传达结果，比如将论文变成政策简报或幻灯片。还有一些是工具，使其余部分更易使用。这些工具由Claes Bäckman开发。如需更广泛地了解在研究中使用AI的介绍，包括这些技能如何融入工作流程，请参见AI研讨会页面。

这个仓库里的技能

每个技能都存放在 Skills/ 文件夹下，配有 SKILL.md 文件。有些技能还会在同一文件夹中发布模板和辅助脚本。

对写作的反馈。 一系列审阅技能，阅读文档并撰写结构化报告，并根据可采取行动的发现。内容包括论文的完整审稿式审阅、贡献与识别的快速检查、拼写和内部一致性的机械检查、预分析计划的审查以及资助申请的审查。

• review-paper， review-paper-light， review-paper-checks， review-pap， review-grant

**对你的代码的反馈。

AI tools for research

A collection of Claude Code skills for academic research. Some give you feedback on a paper, a pre-analysis plan, a grant proposal, or the code behind a result. Others help you communicate your results, by turning a paper into a policy brief or a slide deck. A few are utilities that make the rest easier to use. The tools were developed by Claes Bäckman. For a broader introduction to using AI in research, including how these skills fit into a workflow, see the AI workshop page.

Skills in this repo

Each skill lives in its own folder under Skills/ with a SKILL.md file. Some skills also ship templates and helper scripts in the same folder.

Feedback on your writing. A family of review skills that read a document and write a structured report with findings you can act on. They cover a full referee-style review of a paper, a quick check of the contribution and identification, a mechanical check of spelling and internal consistency, a review of a pre-analysis plan, and a review of a grant proposal.

• review-paper, review-paper-light, review-paper-checks, review-pap, review-grant

Feedback on your code. Skills that check whether the analysis code does what the paper says it does, hunt for errors in a recent change, or explain a change well enough that a coauthor could defend it.

• review-paper-code: Paper–code reproducibility and alignment review.
• audit-analysis: Adversarial audit of changed analysis code, run by an isolated subagent.
• explain-diff: Explain a code change as an offline HTML page with a quiz.

Communicating your results. Skills that turn a finished paper into something for a different audience.

• paper-version: Policy brief, one-page, or five-page summary with a standalone HTML page.
• explorable-deck: A Quarto reveal.js slide deck built around a running example and live, presenter-driven figures.
• explorable-beamer: The same deck in LaTeX beamer, with TikZ stages the presenter steps through, a handout build, and a screenshot-and-log check of every page.
• explorable-pptx: The same deck as a PowerPoint file that coauthors can edit, with stages drawn as native shapes, a handout build, and screenshots taken through PowerPoint itself.

Utilities.

• pdf-to-markdown: Convert a PDF to readable markdown, trimmed at the references.

How the skills work

These are Claude Code skills. A skill is a folder containing a SKILL.md file, installed under ~/.claude/skills// and invoked by typing / (for example, /review-paper) inside Claude Code.

A global install (~/.claude/skills/) is available in every project. A project-local install (.claude/skills/) applies only to that repository. Skills are picked up the next time you start Claude Code in the target directory.