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Econometrics and empirical research
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Stata Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 20 community packages (reghdfe, estout, did, rdrobust… | dylantmoore/ | 291 | 1 repo | ~4.2k | Automated safety check: Pass | Unknown | 6 mo ago |
| 2 | 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 |
| 3 | Load built-in CausalPy example datasets for demos, tutorials, tests, and quick causal-analysis prototypes. | pymc-labs/ | 1.2k | — | ~587 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp. | SepineTam/ | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 5 | Guide for contributing to the stata-skill project. An agent skill from dylantmoore/stata-skill. | dylantmoore/ | 291 | 1 repo | ~2.4k | Automated safety check: Pass | Unknown | 6 mo ago |
| 6 | A skill your agent uses when the user needs to inspect, audit, or diagnose the safety of a Stata do-file. | SepineTam/ | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 7 | 7.Referee2 Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools. | scunning1975/ | 473 | 2 repos | ~2.4k | Automated safety check: Pass | No licence | 1 mo ago |
| 8 | Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections | maxwell2732/ | 137 | 2 repos | ~1.1k | Automated safety check: Pass | No licence | 4 mo ago |
| 9 | Run a local smoke test for the Stata-MCP server. An agent skill from SepineTam/mcp-for-stata. | SepineTam/ | 264 | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 10 | Stable, deterministic social-science research-paper pipeline from idea or data to verified manuscript, citations, replication package, and final md/docx/tex/pdf outputs. | joshzyj/ | 168 | — | ~21k | Automated safety check: Pass | Unknown | 21 days ago |
| 11 | Legal abductive reasoning skill for generating and evaluating the most reasonable explanatory hypotheses when evidence is incomplete or facts are ambiguous. | THUYRan/ | 873 | — | ~4k | Automated safety check: Pass | No licence | 1 mo ago |
| 12 | 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 | 12 days ago |
| 13 | A skill your agent uses when you need to find Stata on the user's machine or configure stata-mcp to use it. | SepineTam/ | 264 | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 14 | 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 | 4 days ago |
| 15 | End-to-end econometric analysis and economics/management paper-writing workflow. | franklee16/ | 223 | — | ~2.4k | Automated safety check: Pass | No licence | 21 days ago |
| 16 | 16.Hypogenic Automated hypothesis generation and testing using large language models. | davila7/ | 32k | 10 repos | ~5.4k | Automated safety check: Pass | MIT | yesterday |
| 17 | Generate RFC and IMPL documents from a user-provided feature/fix description. | SepineTam/ | 264 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 18 | 根据用户输入或已有研究输出(文献综述/想法报告/新颖性报告),自动生成或更新FINBRIEF.md,减少用户填写负担. An agent skill from csmar432/finai-research. | csmar432/ | 109 | — | ~1.7k | Automated safety check: Pass | MIT | 4 days ago |
| 19 | Comprehensive causal inference toolkit for social science research. | joshzyj/ | 168 | — | ~10k | Automated safety check: Pass | Unknown | 21 days ago |
| 20 | 20.Stata Skill A packaged Stata Runner skill via official MCP-for-Stata server including statado, adopackageinstall, help, readlog and getdatainfo tools. | SepineTam/ | 264 | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 21 | Systematic dataset profiling protocol for empirical research. | aspi6246/ | 159 | — | ~2k | Automated safety check: Pass | No licence | 1 mo ago |
| 22 | 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 | 4 days ago |
| 23 | 23.Causal Causal inference toolkit for when experiments are not possible: estimate treatment effects from observational data with assumption checks and mandatory caveats. | ai-analyst-lab/ | 304 | — | ~1.8k | Automated safety check: Pass | MIT | 9 days ago |
| 24 | A skill your agent uses when a tabular dataset (CSV, Excel, Parquet, Stata, SAS) needs a data dictionary. | Aperivue/ | 331 | — | ~1.1k | Automated safety check: Pass | MIT | 4 days ago |
| 25 | 经济金融实证方法设计。根据研究想法和REFINEDDESIGN.md,生成完整的实证研究设计方案,覆盖识别策略选择、样本构建、变量定义、稳健性检验清单和内生性处理方案。 | csmar432/ | 109 | — | ~4.2k | Automated safety check: Pass | MIT | 4 days ago |
| 26 | Panel data analysis with Python using linearmodels and pandas. | meleantonio/ | 645 | 2 repos | ~804 | Automated safety check: Pass | Unknown | 14 days ago |
| 27 | 针对经济金融研究方向的创意生成与评估。生成8-12个可发表的研究idea,过滤后在数据可行的情况下进行小规模实证验证,输出排序后的研究想法报告。 | csmar432/ | 109 | — | ~2.5k | Automated safety check: Pass | MIT | 4 days ago |
| 28 | 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 |
| 29 | Run IV, DiD, and RDD analyses in R with proper diagnostics. An agent skill from meleantonio/awesome-econ-ai-stuff. | meleantonio/ | 645 | 2 repos | ~1.3k | Automated safety check: Pass | Unknown | 14 days ago |
| 30 | 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 |
| 31 | 经济金融研究的完整想法发现流程。从研究方向出发,经过文献综述、想法生成、新颖性验证、实证方法设计和数据获取,输出经过数据实证验证的可执行研究方案。 | csmar432/ | 109 | — | ~2.7k | Automated safety check: Pass | MIT | 4 days ago |
| 32 | Clean and transform messy data in Stata with reproducible workflows | meleantonio/ | 645 | 2 repos | ~1.8k | Automated safety check: Pass | Unknown | 14 days ago |
| 33 | Draft a funder-compliant Data Management Plan (NSF DMP, NIH DMS Policy 2023, ERC, Horizon Europe) by composing the confidential-data and environment-capture primitives. | pedrohcgs/ | 1.7k | — | ~2.7k | Automated safety check: Pass | MIT | 12 days ago |
| 34 | Run regression analyses in Stata with publication-ready output tables. | meleantonio/ | 645 | 2 repos | ~808 | Automated safety check: Pass | Unknown | 14 days ago |
| 35 | 验证经济金融研究想法的新颖性。在JF、JFE、RFS、JME等顶刊及arXiv中搜索近三年文献,输出结构化新颖性报告和定位策略。 | csmar432/ | 109 | — | ~1.4k | Automated safety check: Pass | MIT | 4 days ago |
| 36 | 36.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 | 12 days ago |
| 37 | Assemble a submission-ready replication package to the AEA Data and Code Availability Standard (DCAS) / openICPSR / Social Science Reproduction Platform expectations — standard replication README… | pedrohcgs/ | 1.7k | — | ~2.8k | Automated safety check: Notes | MIT | 12 days ago |
| 38 | End-to-end Stata replication pipeline — scaffolds numbered .do files in scripts/stata/, executes them via the stata-mcp MCP server, captures logs and outputs to output/, and produces… | pedrohcgs/ | 1.7k | — | ~2.1k | Automated safety check: Notes | MIT | 12 days ago |
| 39 | Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. | brycewang-stanford/ | 4.5k | — | ~3.3k | Automated safety check: Pass | CC-BY-SA-4.0 | 4 days ago |
| 40 | A skill your agent uses when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered… | brycewang-stanford/ | 4.5k | 1 repo | ~3k | Automated safety check: Pass | Unknown | 4 days ago |
| 41 | A skill your agent uses when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA… | brycewang-stanford/ | 4.5k | 1 repo | ~2.8k | Automated safety check: Pass | Unknown | 4 days ago |
| 42 | 42.Stata Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 17+ community packages (reghdfe, estout, did, rdrobust… | brycewang-stanford/ | 4.5k | 1 repo | ~3.3k | Automated safety check: Pass | Unknown | 4 days ago |
| 43 | STATA code pattern library for empirical archival accounting research. | brycewang-stanford/ | 4.5k | 1 repo | ~1.2k | Automated safety check: Pass | Unknown | 4 days ago |
| 44 | 经济金融论文写作编排器。根据PAPEROUTLINE.md和REFINEDDESIGN.md,编排调用fin-paper-draft(正文写作)、fin-paper-figure(图表生成)、fin-review-loop(review循环),管理版本并确保章节间的一致性。 | csmar432/ | 109 | — | ~2.3k | Automated safety check: Pass | MIT | 4 days ago |
| 45 | 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 | 12 days ago |
| 46 | Run an external frontier-model referee (Claude Code - a different vendor's frontier model via the Oracle CLI) on a paper, proof, estimator, or replication package -- and adjudicate what comes back. | pedrohcgs/ | 1.7k | — | ~1.3k | Automated safety check: Pass | MIT | 12 days ago |
| 47 | End-to-end post-GWAS causal inference pipeline orchestrating heritability partitioning, genetic correlation, Mendelian randomization with CHP-aware sensitivity (CAUSE / LHC-MR), colocalization… | GPTomics/ | 1.2k | 2 repos | ~5.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 48 | 从LITREVIEW.md和IDEAREPORT.md中提取参考文献,自动生成符合JF/JFE/RFS/GB-T-7714格式的references.bib,并管理引用一致性。 | csmar432/ | 109 | — | ~2k | Automated safety check: Pass | MIT | 4 days ago |