brycewang-stanford/auto-empirical-research-skills

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latex-tables Generate publication-ready regression tables in LaTeX.

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linearmodels Panel data, IV/GMM, system regression. PanelOLS (FE/RE), BetweenOLS, Fama-MacBeth, IV2SLS/LIML/GMM, SUR, 3SLS, Drisco…

brycewang-stanford/auto-empirical-research-skills

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lit-review-assistant Search, summarize, and synthesize economics literature

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literature-gap-finder Method×Setting matrices and systematic gap identification

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literature-review-tools Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a litera…

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marp-slides-creator

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methods-paper-writer JASA/Biometrika manuscript structure with VanderWeele notation standards

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nasa-ads-api Search astrophysics and physics literature via NASA ADS bibliographic database

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obsidian-bases Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .bas…

brycewang-stanford/auto-empirical-research-skills

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obsidian-cli Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, an…

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obsidian-experiment-log Use this skill when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, f…

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obsidian-link-graph Use this skill when the user wants to repair or strengthen Obsidian wikilinks among existing canonical project notes,…

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obsidian-literature-workflow Use this skill when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first l…

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obsidian-markdown Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific …

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obsidian-project-bootstrap This skill should be used when the user asks to start a new research project, import an existing code-plus-Markdown r…

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obsidian-project-lifecycle Use this skill when the user wants to detach, archive, purge, or otherwise change the lifecycle state of an Obsidian …

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obsidian-project-memory This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an…

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paper-review Use when a paper is complete or near-complete and a holistic pre-submission audit is needed. Cross-cuts text, code, t…

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paper-to-agent-guide Transform research papers into interactive AI agents for exploration

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pharma-skills 6 pharmaceutical research skills. Trigger: drug discovery, pharmacology, clinical trial design, regulatory filing. De…

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plotly Plotly interactive visualization. Express and Graph Objects: scatter, line, bar, heatmap, 3D, geographic charts; subp…

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plotnine plotnine static visualization (ggplot2 syntax for Python). Geoms, aesthetics, scales, coordinates, facets, themes. Us…

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polars Polars DataFrame library for high-performance data manipulation. Lazy/eager execution, expressions, I/O (CSV, Parquet…

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proof-writer Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corol…

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pyfixest Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SE…

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r-python-translation R-to-Python translation for data analysis. Maps R packages (tidyverse, ggplot2, fixest, survey, sf, plm) to Python eq…

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referee-response Drafts a point-by-point response letter to referee comments with suggested edits. Use after a revise-and-resubmit.

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regression-table Formats estimation output as a publication-quality regression table with stars, SEs, and fit statistics. Use when cre…

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replicate Build and verify replication packages — routes to reproducibility-auditor agent

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reproducible-pipelines This skill covers reproducible research pipelines and replication packages. Use when the user is setting up a researc…

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robustness-table Generates robustness check code and formats results as a combined table. Use for sensitivity analysis.

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science-communication Translating technical findings for non-technical audiences. Narrative frameworks (Pyramid Principle, SCQA), plain-lan…

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simulation-architect Design and implementation of comprehensive simulation studies

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stata-c-plugins Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. Use when the user asks to create a Stata p…

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stata-data-cleaning Clean and transform messy data in Stata with reproducible workflows

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stata-python-translation Stata-to-Python translation for data analysis. Maps Stata commands (reghdfe, xtreg, ivregress, margins, esttab, svy:)…

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statsmodels Statistical modeling: OLS/WLS/GLS, GLM (logit, probit, Poisson), time series (ARIMA, VAR), mixed effects, diagnostics…

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structural-modeling

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submission-prep Runs pre-submission checks (word count, anonymization, citations, placeholders, cross-refs) and generates a checklist…

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svy Complex survey analysis: strata/PSU/weights, variance estimation (Taylor, BRR, jackknife, bootstrap), survey GLM, dom…

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symbolic-computation-guide Computer algebra systems: SymPy, SageMath, and Mathematica for research

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web-scraping-ethics-guide Scrape web data ethically and legally for research purposes

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write-well Prose quality checker for Quarto (.qmd) files, grounded in William Zinsser's *On Writing Well* (30th Anniversary Edit…

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