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Research & Science · brycewang-stanford/Auto-Empirical-Research-Skills
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | Multi-agent review for research presentation slides in the sewage-house-prices project (visual, econometric fidelity, proofreading, substance). | brycewang-stanford/ | 4.6k | — | ~750 | Automated safety check: Pass | Unknown | 6 days ago |
| 98 | 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 | 6 days ago |
| 99 | 99.Stats Econometrics skill for descriptive statistics and summary tables. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | Unknown | 6 days ago |
| 100 | 100.Table Econometrics skill for creating publication-quality LaTeX regression and summary tables. | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 101 | Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. | brycewang-stanford/ | 4.6k | — | ~3.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 102 | 102.Validate Bib Validate bibliography entries against citations in manuscript and Quarto book files. | brycewang-stanford/ | 4.6k | — | ~557 | Automated safety check: Pass | Unknown | 6 days ago |
| 103 | 103.A1 VS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions Enhanced VS 3-Phase process: Modal question avoidance, alternatives presentation… | brycewang-stanford/ | 4.6k | — | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 104 | 104.Lit Review Structured literature search and synthesis for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 105 | 105.Stata Setup Install, configure, update, or verify mcp-stata across Claude Code, Codex, Gemini CLI, Cursor, Windsurf, and VS Code. | brycewang-stanford/ | 4.6k | — | ~516 | Automated safety check: Pass | Unknown | 6 days ago |
| 106 | 106.Web Research Searches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents. | brycewang-stanford/ | 4.6k | — | ~819 | Automated safety check: Pass | Unknown | 6 days ago |
| 107 | 107.Comm Lit Review Communications-domain literature review and related-work search with database-aware source control. | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 108 | Generate, continue, revise, polish, and stress-test game theory research papers. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 109 | 109.Paper Review A skill your agent uses when a paper is complete or near-complete and a holistic pre-submission audit is needed. | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 110 | 110.Paper Writing A skill your agent uses when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion)… | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 111 | A skill your agent uses when estimating a statistical or econometric model, running a regression, specifying an identification strategy, testing a hypothesis, or fitting any model to empirical data. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 112 | 112.Academic Writing Activate when the user is drafting any academic economics content from scratch (e.g., outlines, abstracts, introductions, data/methods/identification sections, results narratives, conclusions… | brycewang-stanford/ | 4.6k | — | ~5.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 113 | 113.B1 VS-Enhanced Literature Review Strategist - Comprehensive support for multiple review methodologies Full VS 5-Phase process: Prevents Mode Collapse and presents creative search strategies Supports… | brycewang-stanford/ | 4.6k | — | ~7.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 114 | 114.C1 VS-Enhanced Quantitative Design Consultant with Materials & Sampling Enhanced VS 3-Phase process: Avoids obvious experimental designs, proposes context-optimal quantitative strategies Absorbed C4… | brycewang-stanford/ | 4.6k | — | ~9.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 115 | 115.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 | 6 days ago |
| 116 | 116.Compile Latex Compile a LaTeX manuscript with pdflatex (3 passes + bibtex). | brycewang-stanford/ | 4.6k | — | ~361 | Automated safety check: Notes | Unknown | 6 days ago |
| 117 | 117.Dowhy Causal inference framework for answering "does X cause Y?" beyond correlation. | brycewang-stanford/ | 4.6k | — | ~9.1k | Automated safety check: Pass | MIT | 6 days ago |
| 118 | 118.E1 E1-Quantitative Analysis Guide with Code Generation & Sensitivity Analysis VS-Enhanced with Full 5-Phase process: Avoids obvious analyses, explores innovative methodologies Expanded to include… | brycewang-stanford/ | 4.6k | — | ~9.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 119 | 119.Env Snapshot Captures tool versions, packages, and kernel info as a reproducibility record in notes/. | brycewang-stanford/ | 4.6k | — | ~504 | Automated safety check: Notes | Unknown | 6 days ago |
| 120 | 120.Figure Econometrics skill for generating publication-quality figures for top economics journals. | brycewang-stanford/ | 4.6k | — | ~5.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 121 | 121.New Notebook Creates a Jupyter notebook with Jupytext pairing and registers it in quarto.yml. | brycewang-stanford/ | 4.6k | — | ~361 | Automated safety check: Notes | Unknown | 6 days ago |
| 122 | Revise an academic paper based on journal referee reports. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~6.7k | Automated safety check: Notes | Unknown | 6 days ago |
| 123 | 123.Reference Verify Verify references in an academic paper: check whether each BibTeX entry is real, whether in-text citations match the cited paper's actual content, and produce a structured verification report. | brycewang-stanford/ | 4.6k | — | ~5.5k | Automated safety check: Notes | Unknown | 6 days ago |
| 124 | 124.Stata Show mcp-stata identity, connected tools, and status. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~519 | Automated safety check: Pass | Unknown | 6 days ago |
| 125 | 125.Validate Bib Validate bibliography entries against citations in all source files. | brycewang-stanford/ | 4.6k | — | ~482 | Automated safety check: Pass | Unknown | 6 days ago |
| 126 | 126.Lit Review Summarize academic papers, extract key findings, and identify research gaps | brycewang-stanford/ | 4.6k | — | ~842 | Automated safety check: Pass | Unknown | 6 days ago |
| 127 | A skill your agent uses when working on any empirical academic research context — paper writing, data analysis, literature review, or any task involving citations, results, or publication artifacts. | brycewang-stanford/ | 4.6k | — | ~1.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 128 | 128.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 | 6 days ago |
| 129 | ALWAYS activate this skill. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 130 | M-estimation, influence functions, and semiparametric efficiency theory for causal inference | brycewang-stanford/ | 4.6k | — | ~4.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 131 | 131.Brainstorm A skill your agent uses when starting a new research project, exploring a research idea, deciding whether a question is viable, or before touching code or data for a new paper. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | Unknown | 6 days ago |
| 132 | 132.Citation Check Audit in-text/reference parity, DOIs, claim support, and citation style. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 133 | 学术引用核查Skill。要求每条引用必须定位到PDF原页，区分直接引用/间接引用，找不到原文则标注"待核"。触发词：引用核查/检查引用/citation check/核实文献/引用 fidelity | brycewang-stanford/ | 4.6k | — | ~638 | Automated safety check: Pass | Unknown | 6 days ago |
| 134 | 134.Cite Finds a paper by title, author, or DOI, adds BibTeX to references.bib, and shows citation syntax. | brycewang-stanford/ | 4.6k | — | ~480 | Automated safety check: Notes | Unknown | 6 days ago |
| 135 | 135.Codebook Pass 调查数据清洗Skill。处理调查数据（CGSS/CHIP/CSS等）时的标准化清洗流程，包括缺失值处理、变量编码统一、数据异常值检测。触发词：数据清洗/调查数据/codebook/数据清洗流程/问卷数据处理 | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 136 | 136.Data Audit Scans notebooks for data file references and verifies each file exists on disk. | brycewang-stanford/ | 4.6k | — | ~460 | Automated safety check: Notes | Unknown | 6 days ago |
| 137 | 137.Data Cleaning Clean and transform messy data for analysis in Python, R, or Stata | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 138 | 138.Data Doc Document datasets, variables, sources, and merge keys for replication | brycewang-stanford/ | 4.6k | — | ~1k | Automated safety check: Pass | Unknown | 6 days ago |
| 139 | 139.Did Reviewer 双重差分(DID)实证审查Skill。做DID分析前必须检查平行趋势假设、画图可视化、报告违背情况。触发词：DID审查/双重差分检查/平行趋势/DiD reviewer/difference-in-differences | brycewang-stanford/ | 4.6k | — | ~846 | Automated safety check: Pass | Unknown | 6 days ago |
| 140 | 140.Discover Discovery phase combining research interviews, literature search, data discovery, and ideation. | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 141 | 141.Draft Section Drafts academic prose for a manuscript section from bullet points or an outline. | brycewang-stanford/ | 4.6k | — | ~529 | Automated safety check: Notes | Unknown | 6 days ago |
| 142 | Guide for writing the abstract of an academic economics paper. | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 143 | Guide for writing the introduction to an academic economics paper. | brycewang-stanford/ | 4.6k | — | ~3.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 144 | 144.Econ Reviewer 经济学顶刊标准审稿Skill。按AER/QJE/Econometrica/JPE顶刊标准审查论文输出（图表+回归表），列出潜在致命缺陷。触发词：顶刊审稿/论文审查/econ reviewer/经济学期刊标准/PR | brycewang-stanford/ | 4.6k | — | ~886 | Automated safety check: Pass | Unknown | 6 days ago |
