Plan interviews and focus groups for qualitative research, which explores people’s experiences and views. Develop question guides, follow-up prompts, discussion plans, transcription conventions, and participant review procedures suited to the study.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Preparing a semi-structured interview guide
- Planning focus group discussions
- Choosing transcription conventions
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Plan literature searches for six review types, from systematic to rapid reviews. Develop database-specific search queries, selection criteria, citation tracking, and search records, while comparing approaches for coverage, reproducibility, and available time.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choose a review method for a research question
- Build search queries for multiple databases
- Map a research field and identify gaps
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Compare qualitative research designs for studying experiences, stories, cultures, or developing theory. Receive three options matched to the research question and available resources, plus a plan for participant selection, data collection, analysis, and quality checks.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Comparing qualitative research designs
- Planning participant selection and sample size
- Designing interview and observation procedures
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Convert LaTeX papers and reports into Typst documents, including structure, formatting, equations, figures, tables, citations, and cross-references. Reference guides and symbol mappings help translate individual commands or migrate an entire article.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Migrate an academic paper from LaTeX to Typst
- Find Typst equivalents for LaTeX commands and math symbols
- Convert tables, citations, and cross-references
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Find datasets for a research question and compare whether they support the planned study. Receive ranked candidates with feasibility grades, coverage, access requirements, methodological limitations, and recommended next steps for obtaining the most suitable data.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Find datasets for a research question
- Check whether data supports the planned research method
- Compare access requirements and waiting times
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Convert LaTeX article manuscripts into Quarto documents for publishing as HTML, PDF, or Word. Preserve mathematical content while adapting document settings, citations, figures, tables, and cross-references, and receive a report of items needing manual review.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Migrate a LaTeX paper to Quarto
- Prepare a manuscript for HTML, PDF, and Word
- Convert citations and cross-references
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Review academic manuscripts for argument quality, causal evidence, statistical methods, citations, and presentation. Receive a structured report with strengths, major concerns, suggested improvements, and likely referee objections tied to specific parts of the paper.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing a manuscript before submission
- Checking the assumptions behind causal claims
- Anticipating referee objections and possible responses
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Review a grant proposal before submission through six specialized perspectives. Receive a consolidated report covering funder fit, research methods, feasibility, budget, consistency, and writing, with prioritized revisions and questions a review panel might ask.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing a grant proposal before submission
- Checking alignment with a target funder
- Finding gaps across methods, budget, and timeline
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Build and estimate economic models that represent underlying choices and incentives. Get guidance on demand, dynamic choice, and auction models, select estimation methods, and diagnose numerical problems such as failed convergence or sensitivity to starting values.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choose an estimation method for a structural economic model
- Implement BLP demand estimation
- Estimate dynamic choice and auction models
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Analyze datasets in R or Python, from exploring distributions and missing values to fitting regressions. Produce tables and figures for publication, save scripts and model results, and review the analysis for common problems.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Explore distributions, missing values, and relationships
- Run regressions on cross-sectional or panel data
- Export publication-ready regression tables and figures
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Assess a social science paper outline in a .qmd file for missing research questions, contributions, hypotheses, data, and analysis plans. Receive criterion ratings and concrete suggestions in a separate report, with causal assumptions assessed when relevant.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Check whether a paper outline covers essential research elements
- Clarify contributions relative to previous studies
- Review causal assumptions in a research outline
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Translate research findings into concise policy briefs for decision-makers and stakeholders. The skill guides audience definition, structure, evidence summaries, policy options, recommendations, visuals, and talking points to produce a focused briefing document.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Summarizing research for policymakers
- Drafting a two-page policy brief
- Organizing policy options and recommendations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Review Quarto manuscripts against APSA style rules for political science. Get a separate report grouped by document section, with suggested changes and explanations for numbers, capitalization, citations, terminology, and neutral language, while preserving the source.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking a political science manuscript against APSA style
- Reviewing citation wording and number formatting
- Flagging potentially biased language
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Proofread academic papers and manuscripts for grammar, typos, layout problems, and inconsistent terminology or notation. Receive a report for each file with issue locations, suggested corrections, categories, and severity, while source files remain unchanged.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Proofreading an academic manuscript before sending it
- Checking terminology, notation, and citation consistency
- Finding overflow in LaTeX or Quarto documents
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Create or revise Beamer slides, a LaTeX presentation format, and compile them into PDFs. Shape each slide around one clear claim, adapt the structure to the audience, and check typography, diagram spacing, and compilation warnings.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Creating slides for an academic seminar
- Structuring teaching slides for gradual explanation
- Improving titles and diagrams in an existing Beamer deck
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Turn regression results, summary statistics, and simulation output into tables and figures for academic papers. Apply consistent number formatting, labels, and accessible visual styles, then produce files ready to include in LaTeX documents.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Format regression results as LaTeX tables
- Compare simulation results in a table
- Plot estimates before and after an intervention
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Review a research paper alongside its Stata, R, or Python code to check reproducibility, code quality, and agreement with the main findings. Receive a Markdown report with supporting evidence, uncertainties, strengths, and prioritized next steps.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking reproducibility before sharing research code
- Matching main tables and figures to analysis scripts
- Reviewing dependencies, file paths, and execution order
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Proofread English academic prose in Quarto .qmd documents for grammar, typos, punctuation, and clarity. Receive a separate Markdown report organized by section, with suggested revisions and reasons, while keeping the source file unchanged.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Proofreading English academic papers written in Quarto
- Reviewing only a section identified by its Quarto label
- Checking prose in figure captions and document metadata
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Turn a recently solved research problem into searchable Markdown documentation. Capture symptoms, failed attempts, root causes, working code, and prevention checks, then organize the solution by category and link it to related records.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Recording a fix for estimation convergence failures
- Documenting causes and fixes for data processing errors
- Preserving solutions to reproducibility problems
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Set up a research project with separate folders for code, source data, cleaned datasets, results, and documents. Create a research rules file from a template, a project README, and an initial progress log.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Starting a new research project
- Standardizing folders across research projects
- Separating source data from cleaned datasets
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Survey academic research on a topic by searching journals, working papers, and citation links. Combine findings into a structured report covering key papers, competing results, research gaps, and verified bibliography entries.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Survey prior research on a new topic
- Find related studies through a key paper's citations
- Compare conflicting findings across studies
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Review existing R scripts for code quality, reproducibility, domain correctness, and coding standards. Produce a separate report for each script, plus a severity-based summary of findings and the three most critical issues, without changing source files.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking whether an analysis script is reproducible
- Reviewing R code against coding conventions
- Auditing several related R scripts
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Examine figures, tables, and empirical results before interpreting them. The skill reviews every visible feature, explores possible explanations, checks sample sizes and patterns across estimates, and records unresolved questions in a structured report.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing a figure before publication
- Investigating unexpected spikes or dips
- Checking sample sizes across tables
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Review prose in Quarto manuscript files for clutter, weak verbs, inconsistent voice, and unclear explanations using William Zinsser’s writing principles. Receive a separate Markdown report with section-based recommendations and reasons, while the source file remains unchanged.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Finding wordy expressions in an academic manuscript
- Reviewing only the introduction
- Checking section openings and conclusions
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트