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brycewang-stanford/Auto-Empirical-Research-Skills
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline numbers across abstract, introduction, results, and tables… | brycewang-stanford/ | 4.6k | 1 repo | ~2.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 2 | English LaTeX academic paper assistant for existing .tex projects. | brycewang-stanford/ | 4.6k | 1 repo | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 3 | Opinionated Bayesian modeling workflow with PyMC and ArviZ. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~3.5k | Automated safety check: Pass | MIT | 6 days ago |
| 4 | A skill your agent uses when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper… | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 5 | Deeply analyze any empirical economics PDF using the five-question framework (五问框架): research question, identification strategy, core estimand, robustness logic, and scholarly contribution. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Notes | Unknown | 6 days ago |
| 6 | A skill your agent uses when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an… | brycewang-stanford/ | 4.6k | — | ~868 | Automated safety check: Pass | Unknown | 6 days ago |
| 7 | 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 |
| 8 | This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project memory or daily notes… | brycewang-stanford/ | 4.6k | — | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 9 | Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 10 | 10.Typst Paper 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 |
| 11 | Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. | brycewang-stanford/ | 4.6k | 3 repos | ~847 | Automated safety check: Pass | MIT | 6 days ago |
| 12 | 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/ | 4.6k | — | ~3.3k | Automated safety check: Pass | CC-BY-SA-4.0 | 6 days ago |
| 13 | 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/ | 4.6k | 1 repo | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 14 | A skill your agent uses when drafting or rewriting the introduction of an economics manuscript targeted at AER, AER:Insights, or an AEJ, or when compressing an abstract to the mandatory 100-word… | brycewang-stanford/ | 4.6k | 1 repo | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 15 | A skill your agent uses when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every… | brycewang-stanford/ | 4.6k | 1 repo | ~2.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 16 | A skill your agent uses when drafting or revising the body sections of an AER, AER:Insights, or AEJ manuscript — institutional background, data, empirical strategy, results, mechanisms, and… | brycewang-stanford/ | 4.6k | 1 repo | ~3.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 17 | 17.Aer Rebuttal A skill your agent uses when responding to a Revise & Resubmit decision from AER, AER:Insights, or an AEJ, and a point-by-point response letter plus aligned manuscript revisions are needed. | brycewang-stanford/ | 4.6k | 1 repo | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 18 | A skill your agent uses when a complete draft exists and needs an adversarial internal review before submission — simulating the AER desk screen and three referee reports with calibrated severity… | brycewang-stanford/ | 4.6k | 1 repo | ~2.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 19 | 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/ | 4.6k | 1 repo | ~2.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 20 | A skill your agent uses when the main empirical results exist but the manuscript lacks the robustness, heterogeneity, mechanism, and placebo checks that AER referees will demand. | brycewang-stanford/ | 4.6k | 1 repo | ~2.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 21 | A skill your agent uses when running the final pre-submission audit for an AER, AER:Insights, or AEJ manuscript — length, format, cover letter, per-author disclosure statements, file packaging, and… | brycewang-stanford/ | 4.6k | 1 repo | ~2.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 22 | A skill your agent uses when constructing or revising regression tables, descriptive statistics tables, or figures after results are estimated and before submission for an AER, AER:Insights, or AEJ… | brycewang-stanford/ | 4.6k | 1 repo | ~2k | Automated safety check: Pass | Unknown | 6 days ago |
| 23 | A skill your agent uses when evaluating whether a research idea clears the AER top-5 bar, when routing between AER, AER:Insights, and the AEJ family, or when sharpening a fuzzy contribution sentence… | brycewang-stanford/ | 4.6k | 1 repo | ~2k | Automated safety check: Pass | Unknown | 6 days ago |
| 24 | This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions systematic paper quality… | brycewang-stanford/ | 4.6k | 1 repo | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 25 | 25.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/ | 4.6k | 1 repo | ~3.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 26 | STATA code pattern library for empirical archival accounting research. | brycewang-stanford/ | 4.6k | 1 repo | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 27 | 27.Fletcher Defamiliarization audit for empirical output. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | 1 repo | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 28 | A skill your agent uses when compiling a LaTeX paper, debugging LaTeX errors, building a paper PDF, or when a .tex file fails to produce output. | brycewang-stanford/ | 4.6k | — | ~913 | Automated safety check: Pass | Unknown | 6 days ago |
| 29 | 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 |
| 30 | Evaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals. | brycewang-stanford/ | 4.6k | — | ~3.4k | Automated safety check: Notes | Unknown | 6 days ago |
| 31 | This skill should be used when the user asks to "search for academic papers", "find working papers on SSRN", "look up a DOI", "download paper PDF", "check open access availability", "search NBER… | brycewang-stanford/ | 4.6k | — | ~3.5k | Automated safety check: Notes | Unknown | 6 days ago |
| 32 | A skill your agent uses when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power… | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 33 | Guide for creating DAAF agent definition files. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 34 | This skill covers Bayesian estimation and inference in quantitative social science. | brycewang-stanford/ | 4.6k | — | ~3.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 35 | This skill covers causal inference methods in observational and quasi-experimental settings. | brycewang-stanford/ | 4.6k | — | ~3.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 36 | Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | MIT | 6 days ago |
| 37 | 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 |
| 38 | 38.Causal ML This skill covers causal machine learning methods in applied economics and quantitative social science. | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 39 | 中英双语学术降 AIGC / bilingual academic de-AIGC skill. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~5k | Automated safety check: Pass | Unknown | 6 days ago |
| 40 | 40.Did Analysis Econometrics skill for Difference-in-Differences (DID) analysis. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 41 | Downloads education datasets from configured mirror sources (parquet/CSV) with local Polars filtering. | brycewang-stanford/ | 4.6k | — | ~2.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 42 | CSS — annual Clery Act crime/fire safety for Title IV institutions. | brycewang-stanford/ | 4.6k | — | ~4.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 43 | CCD — federal universe of all U.S. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~4.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 44 | CRDC — biennial OCR survey of all U.S. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 45 | FSA — Title IV aid at institution level (~5,500 institutions, 1999-2021). | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 46 | MEPS — Urban Institute modeled school-level poverty (% at 100% FPL), from CCD + SAIPE (public schools, 2009-2022, 2-3yr lag). | brycewang-stanford/ | 4.6k | — | ~3.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 47 | NACUBO endowment data (~650 institutions, 2012-2022). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~4.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 48 | NCCS — Form 990 data for private nonprofit colleges (Portal: IPEDS-matched, 1993-2016). | brycewang-stanford/ | 4.6k | — | ~4.2k | Automated safety check: Pass | Unknown | 6 days ago |
