Skill collection
brycewang-stanford/Auto-Empirical-Research-Skills agent skills, page 6
Skills in brycewang-stanford/Auto-Empirical-Research-Skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 241 | 241.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 |
| 242 | 242.Execute Executes all registered notebooks, strips noisy cell metadata, and syncs Jupytext pairs. | brycewang-stanford/ | 4.6k | — | ~370 | Automated safety check: Notes | Unknown | 6 days ago |
| 243 | 243.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 |
| 244 | 244.G6 VS-Enhanced Academic Style Humanizer - Transforms writing patterns to achieve authentic scholarly voice Applies transformations from G5 analysis to create natural academic prose Use when: improving… | brycewang-stanford/ | 4.6k | — | ~6.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 245 | 245.Humanize Humanization Pipeline Orchestrator v3.1 - Multi-pass 4-layer transformation pipeline Orchestrates G5 (Auditor), G6 (Humanizer), F5 (Verifier) in sequential passes Enforces checkpoints between every… | brycewang-stanford/ | 4.6k | — | ~6.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 246 | 246.Init Fills all [FILL:] placeholders across the template to initialize a new research project. | brycewang-stanford/ | 4.6k | — | ~596 | Automated safety check: Notes | Unknown | 6 days ago |
| 247 | 247.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 |
| 248 | A skill your agent uses when the user wants to detach, archive, purge, or otherwise change the lifecycle state of an Obsidian project knowledge base. | brycewang-stanford/ | 4.6k | — | ~421 | Automated safety check: Pass | Unknown | 6 days ago |
| 249 | 249.Paper Polish Proofread and verify academic papers in LaTeX. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~7.3k | Automated safety check: Notes | Unknown | 6 days ago |
| 250 | 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 |
| 251 | A skill your agent uses when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis | brycewang-stanford/ | 4.6k | — | ~7.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 252 | 252.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 |
| 253 | 253.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 |
| 254 | 254.Validate Bib Validate bibliography entries against citations in all source files. | brycewang-stanford/ | 4.6k | — | ~482 | Automated safety check: Pass | Unknown | 6 days ago |
| 255 | 255.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 |
| 256 | 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 |
| 257 | Design and document statistical algorithms with pseudocode and complexity analysis | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 258 | 258.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 |
| 259 | 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 |
| 260 | 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 |
| 261 | 261.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 |
| 262 | 262.Briefing Note Structured policy briefing note (1-2 pages). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Notes | Unknown | 6 days ago |
| 263 | 263.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 |
| 264 | 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 |
| 265 | 265.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 |
| 266 | 266.Codebook Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. | brycewang-stanford/ | 4.6k | — | ~527 | Automated safety check: Notes | Unknown | 6 days ago |
| 267 | 267.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 |
| 268 | Computational methods for statistical inference and optimization | brycewang-stanford/ | 4.6k | — | ~3.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 269 | Clean and reshape Qualtrics conjoint exports to analysis-ready long format. | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 270 | 270.Create Lecture Create new Beamer lecture from papers and materials. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~661 | Automated safety check: Notes | Unknown | 6 days ago |
| 271 | 271.Create Talk Generate Beamer presentations for the sewage-house-prices project by dispatching the Storyteller agent (creator) and Discussant agent (critic). | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 272 | Field connection mapping and systematic ideation for method transfer | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 273 | Operational framework for the DAAF orchestrator. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~9.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 274 | 274.Data Analysis End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures. | brycewang-stanford/ | 4.6k | — | ~624 | Automated safety check: Notes | Unknown | 6 days ago |
| 275 | 275.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 |
| 276 | 276.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 |
| 277 | 277.Data Doc Document datasets, variables, sources, and merge keys for replication | brycewang-stanford/ | 4.6k | — | ~1k | Automated safety check: Pass | Unknown | 6 days ago |
| 278 | 278.Data Scientist Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization. | brycewang-stanford/ | 4.6k | — | ~9.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 279 | 279.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 |
| 280 | 280.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 |
| 281 | 281.Draft Paper Draft sections of the sewage-house-prices academic paper. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 282 | 282.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 |
| 283 | 283.E3 Agent E3 - Mixed Methods Integration Specialist - Qual-Quant data integration and meta-inference. | brycewang-stanford/ | 4.6k | — | ~3.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 284 | Guide for writing the abstract of an academic economics paper. | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 285 | 285.Econ Audit Audit economic analysis outputs (fiscal briefings, macro briefings, market research, longlists, and other quantitative economic documents) against methodology standards, academic literature, and… | brycewang-stanford/ | 4.6k | — | ~4.9k | Automated safety check: Notes | Unknown | 6 days ago |
| 286 | Guide for writing the introduction to an academic economics paper. | brycewang-stanford/ | 4.6k | — | ~3.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 287 | 287.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 |
| 288 | Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles… | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
