github.com/brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Auto-Empirical-Research-Skills

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social...

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40 skills

Academic Paper Composer

Writes a philosophy or interdisciplinary paper from outline to submission-ready draft.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Academic Paper Strategist

Systematic strategic planning framework for philosophy and interdisciplinary academic...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Academic Paper Writer

Draft economics papers with proper structure and academic style

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

API Data Fetcher

Fetch economic data from FRED, World Bank, and other APIs

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Auto Empirical Research Skills

Route empirical-research requests through the Auto-Empirical Research Skills catalog...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Beamer Presentation

Create academic presentations in Beamer with professional themes

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Causal Inference Mixtape

Should be used when the user asks to "implement a DiD regression", "write a causal...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Code Simplifier

Simplify and clean up code after changes are complete.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Commit Push PR

Commit changes, push to remote, and create a pull request.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Econ Visualization

Create publication-quality charts and graphs for economics papers.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Full Empirical Analysis Skill

Classical end-to-end empirical analysis workflow in the traditional Python econometric...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Full Empirical Analysis Skill R

Classical end-to-end empirical analysis workflow in the modern tidyverse + econometrics...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Full Empirical Analysis Skill Stata

Classical end-to-end empirical analysis workflow in the traditional Stata ecosystem, ...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

General Equilibrium Model Builder

Build and solve Walrasian general equilibrium models with theory derivations and Julia...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Hypothesis Generation

Structured hypothesis formulation from observations.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Hypothesis Generation

Generate testable hypotheses.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Latex Document

Universal LaTeX document skill: create, compile, and convert any document to...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Latex Econ Model

Write and typeset economic models in LaTeX with proper notation

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Latex Tables

Generate publication-ready regression tables in LaTeX.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Lit Review Assistant

Search, summarize, and synthesize economics literature

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Medical Imaging Review

Write comprehensive literature reviews for medical imaging AI research.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Ml Paper Writing

Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Paper Slide Deck

Generate professional slide deck images from academic papers and content.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Peer Review

Systematic peer review toolkit.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Python Panel Data

Panel data analysis with Python using linearmodels and pandas.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

R Econometrics

Run IV, DiD, and RDD analyses in R with proper diagnostics

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Research Grants

Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Research Grants

Write competitive research proposals for NSF, NIH, DOE, and DARPA.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Research Ideation

Generate research questions from economic phenomena

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Research Proposal

Generate academic research proposals for PhD applications.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Scholar Evaluation

Apply the ScholarEval framework to systematically evaluate scholarly work across...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Scientific Critical Thinking

Evaluate research rigor.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Scientific Writing

Core skill for the deep research and writing tool.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Scientific Writing

Core skill for the deep research and writing tool.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Sdd

Implements the Spec-Driven Development lifecycle (Intent, Requirements, Design, Tasks...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Stat Writing

End-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Stata Data Cleaning

Clean and transform messy data in Stata with reproducible workflows

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Stata Regression

Run regression analyses in Stata with publication-ready output tables.

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

StatsPAI Skill

Use when the user asks to run a full empirical / causal analysis in Python, by default...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k

Techdebt

Find and fix technical debt including duplicated code, dead code, outdated patterns...

brycewang-stanford/Auto-Empirical-Research-Skills4.9k