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Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance. Use when documenting a paper.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills --skill literature-note命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
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| name | literature-note |
| description | Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance. Use when documenting a paper. |
| argument-hint | <key, DOI, or description> |
| allowed-tools | Bash, Read, Write, Edit, Glob, Grep, WebSearch, WebFetch |
Create a structured annotation note for a paper in references/.
$ARGUMENTS — a citation key from references.bib, a DOI, or a paper description (e.g., "acemoglu2001colonial" or "Acemoglu 2001 colonial origins")Parse the argument:
references.bib, use that entry's metadatareferences.bib first (offer to run the /project:cite workflow)If a URL or DOI is provided, attempt to fetch and read the paper to extract key information.
Create a Markdown file in references/ named <citation-key>.md with this structure:
# <Author (Year)> — <Short Title>
**Citation key:** `<key>`
**Full reference:** <formatted reference>
## Research Question
[What question does this paper address?]
## Identification Strategy
[How do the authors establish causality? What is the main source of variation?]
## Data and Sample
[What data do they use? What is the sample period, unit of observation, and sample size?]
## Key Findings
- [Finding 1]
- [Finding 2]
- [Finding 3]
## Methodology Notes
[Econometric methods, estimators, robustness checks worth noting]
## Relevance to This Project
[How does this paper relate to the current research? What can we build on or contrast with?]
If information about the paper was retrieved (from the web or a PDF), pre-fill the sections with extracted content. Otherwise, leave the bracket placeholders for the user to fill in.
Report the file path and remind the user to fill in any remaining placeholder sections.
references.bib and cannot be resolved, ask the user for more details.references/<key>.md already exists, show the existing note and ask if the user wants to update it.