brycewang-stanford/Auto-Empirical-Research-Skills

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Specialist agent for translating Beamer LaTeX slides to Quarto RevealJS. Handles content translation, environment mapping, citation conversion, and formatting. Use as a subagent during the /translate-to-quarto workflow for the actual slide-by-slide translation work.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Substantive domain review for lecture slides. Template agent — customize the 5 review lenses for your field. Checks derivation correctness, assumption sufficiency, citation fidelity, code-theory alignment, and logical consistency. Use after content is drafted or before teaching.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Holistic pedagogical review for academic slides. Checks narrative arc, prerequisite assumptions, worked examples, notation clarity, and deck-level pacing. Use after content is drafted.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Expert proofreading agent for academic lecture slides. Reviews for grammar, typos, overflow, and consistency. Use proactively after creating or modifying lecture content.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Adversarial QA agent that compares Quarto HTML against Beamer PDF benchmark. Produces harsh, actionable criticism. Does NOT edit files — read-only analysis only.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Implements fixes from the quarto-critic agent. Applies changes to QMD files, re-renders slides, and verifies fixes. Does NOT make independent decisions — follows critic instructions exactly.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

R code reviewer for academic scripts. Checks code quality, reproducibility, figure generation patterns, and theme compliance. Use after writing or modifying R scripts.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Visual layout auditor for RevealJS and Beamer slides. Checks for overflow, font consistency, box fatigue, and spacing issues. Use proactively after creating or modifying slides.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Harsh devil's advocate reviewer for TikZ diagrams. Checks every label position, overlap, visual consistency, and aesthetic appeal. Use after creating or modifying any TikZ code. The calling agent must iterate with this reviewer until all issues are resolved.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

End-to-end verification agent. Checks that slides compile, render, deploy, and display correctly. Use proactively before committing or creating PRs.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Dataset assessor for the data-finder skill. Applies a 5-point critique to each dataset proposed by the Explorer agent — measurement validity, sample selection, external validity, identification compatibility, and known issues. Adjusts feasibility grades and flags deal-breakers.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Dataset finder for the data-finder skill. Searches across public microdata, administrative data, survey panels, international sources, and novel alternatives. Returns a graded list of candidate datasets for a given research question. Dispatched in parallel pairs by data-finder.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Parallel literature search agent. Searches one assigned angle — journals, working paper repositories, or citation chains — and returns a verified list of relevant papers with BibTeX. Dispatched in parallel by the lit-review skill.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Code critic that reviews R/Stata/Python scripts for strategic alignment, code quality, and reproducibility. Runs 12 check categories. In standalone mode (/review --code), runs code quality checks only. Paired critic for the Coder and Data-engineer.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Implements the identification strategy in code. Translates the strategy memo into working R/Stata/Python scripts that produce publication-ready tables and figures. Handles data cleaning (Stage 0), main specification, and robustness checks. Use for data analysis or when writing analysis scripts.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Data cleaning, wrangling, and visualization specialist. Creates cleaning scripts, publication-quality figures, and data documentation. Paired with coder-critic for review.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Specialized blind peer reviewer focused on subject expertise. Evaluates contributions, literature positioning, substantive arguments, and external validity. Calibrated to the field via .claude/references/domain-profile.md. Dispatched independently alongside methods-referee.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Journal editor who desk-reviews papers and synthesizes referee reports into independent editorial decisions. Selects referee dispositions based on journal culture. Exercises judgment — not score averaging.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Literature quality critic. Reviews the Librarian's annotated bibliography for coverage gaps, journal quality, scope calibration, recency, and categorization quality. Paired critic for the Librarian.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Specialized blind peer reviewer focused on econometric methods. Evaluates identification strategy, estimation, inference, robustness, and replication. Dispatched independently alongside domain-referee.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Manages phase transitions, agent dispatch, escalation routing, rule enforcement, referee synthesis, and journal selection across the research pipeline. Tracks the dependency graph, dispatches worker-critic pairs, enforces separation of powers and quality gates. Infrastructure agent — no adversarial pairing.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Talk critic. Reviews Beamer and Quarto RevealJS presentations for narrative flow, visual quality, content fidelity, format scope, and compilation. Scores against a deduction rubric. Paired critic for the Storyteller.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Creates presentations from the paper in 4 formats (job market, seminar, short, lightning) and 2 output types (Beamer PDF, Quarto RevealJS). Designs narrative arc, builds slides, compiles. Use when preparing conference or seminar talks.

brycewang-stanford/Auto-Empirical-Research-Skills

Agent Claude Code

Causal inference critic and gatekeeper for identification validity. Reviews strategy memos and papers through 4 sequential phases (claim, design validity, inference, polish). Checks DiD, IV, RDD, Synthetic Control, and Event Studies. Paired critic for the Strategist.