Topic · Research & Science

Best econometrics and empirical research skills for Claude Code, Codex and other agents.

Skills that run econometric analysis and replicate empirical research.
skills
331

Econometrics and empirical research skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Econometrics and empirical research skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

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/stata-skill2911 repo~4.2kAutomated safety check: PassUnknown6 mo ago
2

Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK.

dylantmoore/stata-skill2911 repo~5.8kAutomated safety check: PassUnknown6 mo ago
3

Load built-in CausalPy example datasets for demos, tutorials, tests, and quick causal-analysis prototypes.

pymc-labs/CausalPy1.2k—~587Automated safety check: PassApache-2.0today
4

Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp.

SepineTam/mcp-for-stata263—~1.2kAutomated safety check: PassAGPL-3.0yesterday
5

Guide for contributing to the stata-skill project. An agent skill from dylantmoore/stata-skill.

dylantmoore/stata-skill2911 repo~2.4kAutomated safety check: PassUnknown6 mo ago
6

Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections

maxwell2732/paper-replicate-agent-demo1363 repos~1.1kAutomated safety check: PassNo licence4 mo ago
7

A skill your agent uses when the user needs to inspect, audit, or diagnose the safety of a Stata do-file.

SepineTam/mcp-for-stata263—~1.2kAutomated safety check: PassAGPL-3.0yesterday
8

Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools.

scunning1975/MixtapeTools4692 repos~2.4kAutomated safety check: PassNo licence1 mo ago
9

Run a local smoke test for the Stata-MCP server. An agent skill from SepineTam/mcp-for-stata.

SepineTam/mcp-for-stata263—~1.4kAutomated safety check: PassAGPL-3.0yesterday
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/open-scholar-skill167—~21kAutomated safety check: PassUnknown19 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/Legal-Skills-Chinese868—~4kAutomated safety check: PassNo licence1 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/claude-code-my-workflow1.6k—~2.8kAutomated safety check: NotesMIT9 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/mcp-for-stata263—~1.7kAutomated safety check: PassAGPL-3.0yesterday
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/finai-research109—~1.5kAutomated safety check: PassMITyesterday
15

End-to-end econometric analysis and economics/management paper-writing workflow.

franklee16/academic-research-skills223—~2.4kAutomated safety check: PassNo licence19 days ago
16

Automated hypothesis generation and testing using large language models.

davila7/claude-code-templates32k11 repos~5.4kAutomated safety check: PassMITtoday
17

Generate RFC and IMPL documents from a user-provided feature/fix description.

SepineTam/mcp-for-stata263—~1.1kAutomated safety check: PassAGPL-3.0yesterday
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/finai-research109—~1.7kAutomated safety check: PassMITyesterday
19

Comprehensive causal inference toolkit for social science research.

joshzyj/open-scholar-skill167—~10kAutomated safety check: PassUnknown19 days ago
20

A packaged Stata Runner skill via official MCP-for-Stata server including statado, adopackageinstall, help, readlog and getdatainfo tools.

SepineTam/mcp-for-stata263—~2.7kAutomated safety check: PassAGPL-3.0yesterday
21

Systematic dataset profiling protocol for empirical research.

aspi6246/Claude-Code-Skills-for-Academics157—~2kAutomated safety check: PassNo licence1 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/finai-research109—~2kAutomated safety check: PassMITyesterday
23

Causal inference toolkit for when experiments are not possible: estimate treatment effects from observational data with assumption checks and mandatory caveats.

ai-analyst-lab/ai-analyst304—~1.8kAutomated safety check: PassMIT6 days ago
24

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/finai-research109—~4.2kAutomated safety check: PassMITyesterday
25

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics.

alirezarezvani/claude-skills28k2 repos~2.3kAutomated safety check: PassMIT1 mo ago
26

Panel data analysis with Python using linearmodels and pandas.

meleantonio/awesome-econ-ai-stuff6422 repos~804Automated safety check: PassUnknown11 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/finai-research109—~2.5kAutomated safety check: PassMITyesterday
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/Anaxa120—~1.9kAutomated safety check: PassCC-BY-SA-4.01 mo ago
29

Run IV, DiD, and RDD analyses in R with proper diagnostics. An agent skill from meleantonio/awesome-econ-ai-stuff.

meleantonio/awesome-econ-ai-stuff6422 repos~1.3kAutomated safety check: PassUnknown11 days ago
30

A skill your agent uses when a tabular dataset (CSV, Excel, Parquet, Stata, SAS) needs a data dictionary.

Aperivue/medsci-skills329—~1.1kAutomated safety check: PassMIT2 days 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/finai-research109—~2.7kAutomated safety check: PassMITyesterday
32

Clean and transform messy data in Stata with reproducible workflows

meleantonio/awesome-econ-ai-stuff6422 repos~1.8kAutomated safety check: PassUnknown11 days ago
33

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/Auto-Empirical-Research-Skills4.5k—~3.3kAutomated safety check: PassCC-BY-SA-4.02 days ago
34

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/claude-code-my-workflow1.6k—~2.7kAutomated safety check: PassMIT9 days ago
35

Run regression analyses in Stata with publication-ready output tables.

meleantonio/awesome-econ-ai-stuff6422 repos~808Automated safety check: PassUnknown11 days ago
36

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/finai-research109—~1.4kAutomated safety check: PassMITyesterday
37

Root-cause a failing or wrong empirical result with a disciplined reproduce → minimise → hypothesise → instrument → fix loop, instead of guessing-and-poking.

pedrohcgs/claude-code-my-workflow1.6k—~4.2kAutomated safety check: PassMIT9 days ago
38

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/claude-code-my-workflow1.6k—~2.8kAutomated safety check: NotesMIT9 days ago
39

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/claude-code-my-workflow1.6k—~2.1kAutomated safety check: NotesMIT9 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/Auto-Empirical-Research-Skills4.5k1 repo~3kAutomated safety check: PassUnknown2 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/Auto-Empirical-Research-Skills4.5k1 repo~2.8kAutomated safety check: PassUnknown2 days ago
42

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/Auto-Empirical-Research-Skills4.5k1 repo~3.3kAutomated safety check: PassUnknown2 days ago
43

STATA code pattern library for empirical archival accounting research.

brycewang-stanford/Auto-Empirical-Research-Skills4.5k1 repo~1.2kAutomated safety check: PassUnknown2 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/finai-research109—~2.3kAutomated safety check: PassMITyesterday
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/claude-code-my-workflow1.6k—~1.6kAutomated safety check: NotesMIT9 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/claude-code-my-workflow1.6k—~1.3kAutomated safety check: PassMIT9 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/bioSkills1.2k2 repos~5.5kAutomated safety check: PassMIT1 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/finai-research109—~2kAutomated safety check: PassMITyesterday

Questions, answered from the data.

What is the best econometrics and empirical research skill?

Stata from dylantmoore/stata-skill ranks first of the 331 econometrics and empirical research skills listed here, with the highest score: its repository has 291 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 4.2k tokens and it passes the automated safety check with no findings. Next come Stata C Plugins and Example Datasets.

Which econometrics and empirical research skills are official?

None yet. All 331 econometrics and empirical research skills listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.