Topic · Research & Science
Best econometrics and empirical research skills for Claude Code, Codex and other agents.
- skills
- 331
Econometrics and empirical research skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | 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 | today |
| 4 | Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp. | SepineTam/ | 263 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 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 | Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections | maxwell2732/ | 136 | 3 repos | ~1.1k | Automated safety check: Pass | No licence | 4 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/ | 263 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 8 | 8.Referee2 Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools. | scunning1975/ | 469 | 2 repos | ~2.4k | Automated safety check: Pass | No licence | 1 mo ago |
| 9 | Run a local smoke test for the Stata-MCP server. An agent skill from SepineTam/mcp-for-stata. | SepineTam/ | 263 | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 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/ | 167 | — | ~21k | Automated safety check: Pass | Unknown | 19 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/ | 868 | — | ~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/ | 1.6k | — | ~2.8k | Automated safety check: Notes | MIT | 9 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/ | 263 | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 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 | yesterday |
| 15 | End-to-end econometric analysis and economics/management paper-writing workflow. | franklee16/ | 223 | — | ~2.4k | Automated safety check: Pass | No licence | 19 days ago |
| 16 | 16.Hypogenic Automated hypothesis generation and testing using large language models. | davila7/ | 32k | 11 repos | ~5.4k | Automated safety check: Pass | MIT | today |
| 17 | Generate RFC and IMPL documents from a user-provided feature/fix description. | SepineTam/ | 263 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 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 | yesterday |
| 19 | Comprehensive causal inference toolkit for social science research. | joshzyj/ | 167 | — | ~10k | Automated safety check: Pass | Unknown | 19 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/ | 263 | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 21 | Systematic dataset profiling protocol for empirical research. | aspi6246/ | 157 | — | ~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 | yesterday |
| 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 | 6 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/ | 109 | — | ~4.2k | Automated safety check: Pass | MIT | yesterday |
| 25 | World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. | alirezarezvani/ | 28k | 2 repos | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 26 | Panel data analysis with Python using linearmodels and pandas. | meleantonio/ | 642 | 2 repos | ~804 | Automated safety check: Pass | Unknown | 11 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 | yesterday |
| 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/ | 642 | 2 repos | ~1.3k | Automated safety check: Pass | Unknown | 11 days ago |
| 30 | A skill your agent uses when a tabular dataset (CSV, Excel, Parquet, Stata, SAS) needs a data dictionary. | Aperivue/ | 329 | — | ~1.1k | Automated safety check: Pass | MIT | 2 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/ | 109 | — | ~2.7k | Automated safety check: Pass | MIT | yesterday |
| 32 | Clean and transform messy data in Stata with reproducible workflows | meleantonio/ | 642 | 2 repos | ~1.8k | Automated safety check: Pass | Unknown | 11 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/ | 4.5k | — | ~3.3k | Automated safety check: Pass | CC-BY-SA-4.0 | 2 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/ | 1.6k | — | ~2.7k | Automated safety check: Pass | MIT | 9 days ago |
| 35 | Run regression analyses in Stata with publication-ready output tables. | meleantonio/ | 642 | 2 repos | ~808 | Automated safety check: Pass | Unknown | 11 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/ | 109 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 37 | 37.Diagnose Root-cause a failing or wrong empirical result with a disciplined reproduce → minimise → hypothesise → instrument → fix loop, instead of guessing-and-poking. | pedrohcgs/ | 1.6k | — | ~4.2k | Automated safety check: Pass | MIT | 9 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/ | 1.6k | — | ~2.8k | Automated safety check: Notes | MIT | 9 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/ | 1.6k | — | ~2.1k | Automated safety check: Notes | MIT | 9 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 | 2 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 | 2 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 | 2 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 | 2 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 | yesterday |
| 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/ | 1.6k | — | ~1.6k | Automated safety check: Notes | MIT | 9 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/ | 1.6k | — | ~1.3k | Automated safety check: Pass | MIT | 9 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 | yesterday |
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.
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