brycewang-stanford/Auto-Empirical-Research-Skills

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Compile a Beamer LaTeX slide deck with XeLaTeX (3 passes + bibtex). Use when compiling lecture slides.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Show current context status and session health. Use to check how much context has been used, whether auto-compact is approaching, and what state will be preserved.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Create new Beamer lecture from papers and materials. Guided workflow with notation consistency.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Deep consistency audit of the entire repository infrastructure. Launches 4 parallel specialist agents to find factual errors, code bugs, count mismatches, and cross-document inconsistencies. Then fixes all issues and loops until clean. Use when: after making broad changes, before releases, or when user says "audit"…

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Render Quarto slides and sync to docs/ for GitHub Pages deployment. Use when deploying lecture slides after making changes.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Challenge slide design with 5-7 pedagogical questions. Checks ordering, prerequisites, and cognitive load.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Extract TikZ diagrams from Beamer source, compile to PDF, convert to SVG with 0-based indexing. Use when updating TikZ diagrams for Quarto slides.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Extract reusable knowledge from the current session into a persistent skill. Use when you discover something non-obvious, create a workaround, or develop a multi-step workflow that future sessions would benefit from.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Structured literature search and synthesis with citation extraction and gap identification.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Run holistic pedagogical review on lecture slides. Checks narrative arc, student prerequisites, worked examples, notation clarity, and deck pacing.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Run the proofreading protocol on lecture files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Adversarial Quarto vs Beamer QA. Critic finds issues, fixer applies fixes, loops until APPROVED (max 5 rounds).

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Run the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Multi-agent slide review (visual, pedagogy, proofreading). Use for comprehensive quality check before milestones.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Translate Beamer LaTeX to Quarto RevealJS. Multi-phase workflow with TikZ extraction and QA.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Validate bibliography entries against citations in all lecture files. Find missing entries and unused references.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Perform adversarial visual audit of Quarto or Beamer slides checking for overflow, font consistency, box fatigue, and layout issues.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy. Use when making slides, creating decks, or compiling .tex presentation files.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Defamiliarization audit for empirical output. Systematically interrogates every feature of a figure, table, or set of results — not just the main finding. Named for Jason Fletcher, who asked about the spike at t=1 when everyone else was looking at t=2. Use when you have output and are about to interpret or report it.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Scaffold a new research project with standard directory structure, CLAUDE.md template, and documented README. Use this at the start of every new project to ensure consistent organization.

brycewang-stanford/Auto-Empirical-Research-Skills

Skill Claude Code

Systematic audit and review by Referee 2. Two modes — "deck" reviews slide presentations for rhetoric, visual quality, and compile cleanliness; "code" performs cross-language replication and econometric audit of empirical pipelines. Use when reviewing slides, auditing code, or verifying replication.