Awesome-Agent-Skills-for-Empirical-Research literature-note
Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance. Use when documenting a paper.
install
source · Clone the upstream repo
git clone https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/29-quarcs-lab-project20XXy/dot-claude/skills/literature-note" ~/.claude/skills/brycewang-stanford-awesome-agent-skills-for-empirical-research-literature-note && rm -rf "$T"
manifest:
skills/29-quarcs-lab-project20XXy/dot-claude/skills/literature-note/SKILL.mdsource content
Create Literature Note
Create a structured annotation note for a paper in
references/.
Arguments
— a citation key from$ARGUMENTS
, a DOI, or a paper description (e.g., "acemoglu2001colonial" or "Acemoglu 2001 colonial origins")references.bib
Steps
-
Parse the argument:
- If it matches an existing key in
, use that entry's metadatareferences.bib - If it is a DOI or description, search for the paper and optionally add it to
first (offer to run thereferences.bib
workflow)/project:cite
- If it matches an existing key in
-
If a URL or DOI is provided, attempt to fetch and read the paper to extract key information.
-
Create a Markdown file in
namedreferences/
with this structure:<citation-key>.md# <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.
Error handling
- If the citation key is not found in
and cannot be resolved, ask the user for more details.references.bib - If
already exists, show the existing note and ask if the user wants to update it.references/<key>.md