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Python · brycewang-stanford/Auto-Empirical-Research-Skills
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 2 | Typst academic paper assistant for existing .typ paper projects in English or Chinese. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 3 | Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening… | brycewang-stanford/ | 4.6k | — | ~2.5k | Automated safety check: Notes | Unknown | 6 days ago |
| 4 | This skill should be used when the user asks to "implement a DiD regression", "write a causal inference pipeline", "set up an event study", "implement instrumental variables", "run a regression… | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 5 | 5.Marimo Reactive Python notebook system. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~2.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 6 | 6.Plotnine plotnine static visualization (ggplot2 syntax for Python). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 7 | A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 8 | Validate the replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~984 | Automated safety check: Notes | Unknown | 6 days ago |
| 9 | End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Notes | Unknown | 6 days ago |
| 10 | 10.Data Deposit Prepare a replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 11 | Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | 6 days ago |
| 12 | Run the instrumented specification search in the user's own statistical language — Stata (reghdfe, ivreghdfe, rdrobust, did2s), R (fixest, rdrobust, did2s), Python (statsmodels, linearmodels) or… | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 13 | Dense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson (feols, fepois, feglm), clustered/robust standard errors, R-style formula syntax, and… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Notes | Unknown | 6 days ago |
| 14 | R-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~5.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 15 | Run a full 6-phase autonomous replication of a biomedical/epidemiology paper against UK Biobank or similar cohort data, producing Python and R scripts plus a validated replication report. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Notes | Unknown | 6 days ago |
| 16 | Stata-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~6.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 17 | 17.Table Econometrics skill for creating publication-quality LaTeX regression and summary tables. | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 18 | Scaffold a new research project with full reproducibility infrastructure in R and/or Python. | brycewang-stanford/ | 4.6k | — | ~839 | Automated safety check: Pass | Unknown | 6 days ago |
| 19 | 19.Scikit Learn Machine learning: clustering, PCA/t-SNE/UMAP, classification, prediction regression (Ridge/Lasso/ensemble), cross-validation, Pipelines. | brycewang-stanford/ | 4.6k | — | ~4.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 20 | 20.Check Env Verifies required tools (Quarto, uv, Python, R, Stata, TeX) and Jupyter kernels are installed. | brycewang-stanford/ | 4.6k | — | ~578 | Automated safety check: Notes | Unknown | 6 days ago |
| 21 | 21.E1 E1-Quantitative Analysis Guide with Code Generation & Sensitivity Analysis VS-Enhanced with Full 5-Phase process: Avoids obvious analyses, explores innovative methodologies Expanded to include… | brycewang-stanford/ | 4.6k | — | ~9.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 22 | A skill your agent uses when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis | brycewang-stanford/ | 4.6k | — | ~7.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 23 | 23.Analyze End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 24 | Clean and transform messy data for analysis in Python, R, or Stata | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 25 | Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization. | brycewang-stanford/ | 4.6k | — | ~9.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 26 | 26.Latex Table LaTeX回归表格生成Skill。辅助生成符合AER/QJE等顶刊格式的三线表，包括标准误聚类标注、显著性星标、固定效应标注。触发词：LaTeX表格/回归表/三线表/table制作/latex table | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 27 | 27.Lifelines Complete survival analysis library in Python. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~771 | Automated safety check: Pass | MIT | 6 days ago |
| 28 | Project directory organization and script naming conventions for research | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 29 | Standardized Python & Stata coding practices for empirical research projects | brycewang-stanford/ | 4.6k | — | ~5.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 30 | 30.Data Fetcher Fetch economic data from FRED, World Bank, BLS, OECD, and Yahoo Finance | brycewang-stanford/ | 4.6k | — | ~6.1k | Automated safety check: Notes | Unknown | 6 days ago |
| 31 | 12 econometrics skills. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~482 | Automated safety check: Pass | Unknown | 6 days ago |
