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Python · Econometrics and empirical research
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. | dylantmoore/ | 291 | 1 repo | ~5.8k | Automated safety check: Pass | Unknown | 6 mo ago |
| 2 | Snapshot the computational environment for a replication package — detects the analysis stack (R / Stata / Python) and emits the right lockfiles (renv.lock + sessionInfo.txt, requirements.txt /… | pedrohcgs/ | 1.7k | — | ~2.8k | Automated safety check: Notes | MIT | 13 days ago |
| 3 | 生成研究/项目架构图、流程图、层次图（swimlane / processflow / hierarchytree）。适合 PPT 汇报、技术文档、综述插图。输出风格接近 draw.io，可选 graphviz（高质量）/ matplotlib（零依赖）双后端。 | csmar432/ | 109 | — | ~1.5k | Automated safety check: Pass | MIT | 5 days ago |
| 4 | 根据REFINEDDESIGN.md中的变量定义，自动获取所需数据并生成可执行的回归分析脚本（Python/Stata）。 | csmar432/ | 109 | — | ~2k | Automated safety check: Pass | MIT | 5 days ago |
| 5 | Panel data analysis with Python using linearmodels and pandas. | meleantonio/ | 646 | 2 repos | ~804 | Automated safety check: Pass | Unknown | 15 days ago |
| 6 | A skill your agent uses for empirical social-science research, applied economics, public policy, education, finance, management, sociology, psychology, epidemiology, or public-health data studies. | Citrus-bit/ | 120 | — | ~1.9k | Automated safety check: Pass | CC-BY-SA-4.0 | 1 mo ago |
| 7 | World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. | alirezarezvani/ | 28k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 8 | 8.Diagnose Root-cause a failing or wrong empirical result with a disciplined reproduce → minimise → hypothesise → instrument → fix loop, instead of guessing-and-poking. | pedrohcgs/ | 1.7k | — | ~4.2k | Automated safety check: Pass | MIT | 13 days ago |
| 9 | Compare two implementations of the same thing — a port (R↔Python↔Stata), a reimplementation, a replication package, a refactor, or a new version against the old — so that agreement means something. | pedrohcgs/ | 1.7k | — | ~1.6k | Automated safety check: Notes | MIT | 13 days ago |
| 10 | Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. | pedrohcgs/ | 1.7k | — | ~6.4k | Automated safety check: Notes | MIT | 13 days ago |
| 11 | 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 | 5 days ago |
| 12 | 12.Aer Statspai 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 | 5 days ago |
| 13 | Validate the replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~984 | Automated safety check: Notes | Unknown | 5 days ago |
| 14 | 14.Data Deposit Prepare a replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 5 days ago |
| 15 | 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 | 5 days ago |
| 16 | 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 | 5 days ago |
| 17 | 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 | 5 days ago |
| 18 | 18.Table Econometrics skill for creating publication-quality LaTeX regression and summary tables. | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | Unknown | 5 days ago |
| 19 | Replicate a quantitative analysis in a second language (R↔Python↔Stata↔Julia) and compare outputs for implementation errors. | flonat/ | 146 | — | ~2.1k | Automated safety check: Pass | MIT | 11 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 | 5 days ago |
| 21 | 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 | 5 days ago |
| 22 | A skill your agent uses when the user asks to "design an experiment", "build a predictive model", "run A/B test analysis", "perform causal inference", "engineer features", "evaluate model… | borghei/ | 891 | — | ~1.7k | Automated safety check: Pass | MIT | 3 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 | 5 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 | 5 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 | 5 days ago |
| 26 | Project directory organization and script naming conventions for research | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 5 days ago |
| 27 | Learn causal inference with Python using the Brave and True handbook | wentorai/ | 298 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 28 | 经济金融研究端到端完整流程。从研究想法到可投稿论文，覆盖文献综述、想法生成、新颖性验证、实证方法设计、论文大纲、正文写作、图表生成、LaTeX编译和投稿前检查。 | csmar432/ | 109 | — | ~5.1k | Automated safety check: Pass | MIT | 5 days ago |
| 29 | Parameterized Python empirical-analysis and machine-learning workflow for applied economics, public health epidemiology, supervised ML, and ML causal inference. | Drchronx/ | 139 | — | ~3k | Automated safety check: Pass | Unknown | 4 mo ago |
| 30 | Standardized Python & Stata coding practices for empirical research projects | brycewang-stanford/ | 4.6k | — | ~5.6k | Automated safety check: Pass | Unknown | 5 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 | 5 days ago |
