brycewang-stanford/Auto-Empirical-Research-Skills

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Use Unpaywall API to find free full-text versions of paywalled papers.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

PubMed search with keyword optimization, result parsing, and metadata extraction.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Use parallel subagents for large-scale paper screening and deep dive analysis.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

End-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit manuscripts, write reviewer reports and response letters, and scaffold book manuscripts.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architecture diagrams via Gemini. Given experiment results or data, auto-selects chart type and generates data-driven figures via matplotlib/seaborn.…

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports…

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification…

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Universal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover letters, invoices, academic papers, theses/dissertations, academic CVs, presentations (Beamer), scientific posters, formal letters, exams/quizzes, books, cheat sheets…

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Panel data analysis with Python using linearmodels and pandas.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

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

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

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

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Create academic presentations in Beamer with professional themes.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Create publication-quality charts and graphs for economics papers.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

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

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Clean and transform messy data in Stata with reproducible workflows.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Simplify and clean up code after changes are complete. Reduces complexity, improves readability, and ensures consistency.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Commit changes, push to remote, and create a pull request. Use for completing features or fixes ready for review.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Implements the Spec-Driven Development lifecycle (Intent, Requirements, Design, Tasks, Build) for structured feature development. Use when the user wants to scaffold a new feature spec, generate EARS requirements, create a technical design, break work into tasks, or check spec status. Trigger on keywords: sdd…

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Find and fix technical debt including duplicated code, dead code, outdated patterns, and code smells. Run at the end of sessions to clean up.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Generate research questions from economic phenomena.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Search, summarize, and synthesize economics literature.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

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

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude CodeCodex

Write and typeset economic models in LaTeX with proper notation.