brycewang-stanford/Auto-Empirical-Research-Skills - Seite 9

estimate

Run a structural estimation pipeline — routes to /workflows:work with estimation context from empirical-playbook

Quellsprache: Englisch

game-theory

This skill covers game-theoretic methods in structural econometrics and industrial organization. Use when the user is working with strategic interactions, equilibrium analysis, or game-theoretic structural models — including entry games, conduct testing,…

Quellsprache: Englisch

identification-proofs

This skill covers formal identification arguments and proofs in structural and reduced-form econometrics. Use when the user needs to prove or formalize that a parameter is identified — including writing identification propositions, stating regularity…

Quellsprache: Englisch

lfg

Full autonomous research workflow — brainstorm, plan, implement, review, and document

Quellsprache: Englisch

publication-output

This skill covers publication-quality tables and figures for academic research papers. Use when formatting regression results, summary statistics, Monte Carlo output, or research visualizations for LaTeX inclusion. Triggers on "table", "figure", "tabulate",…

Quellsprache: Englisch

replicate

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

Quellsprache: Englisch

reproducible-pipelines

This skill covers reproducible research pipelines and replication packages. Use when the user is setting up a research project directory structure, configuring workflow managers (Make, Snakemake, DVC), managing computational environments, preparing…

Quellsprache: Englisch

slfg

Full autonomous research workflow using swarm mode for parallel execution

Quellsprache: Englisch

structural-modeling

This skill covers structural econometric models. Use when the user is building, estimating, or debugging structural models — including BLP demand estimation, dynamic discrete choice, auction models, or any workflow involving moment conditions, nested…

Quellsprache: Englisch

submission-guide

This skill covers academic journal submission, referee responses, and revision management. Use when the user is preparing a manuscript for submission, formatting for a specific journal, responding to referees, or managing revisions. Triggers on "submit",…

Quellsprache: Englisch

workflows-brainstorm

Explore methodological approaches through structured analysis before planning implementation

Quellsprache: Englisch

workflows-compound

Document a recently solved research problem to compound methodological knowledge

Quellsprache: Englisch

workflows-ideate

Divergent research ideation — generate many candidate directions, then adversarially filter to the strongest

Quellsprache: Englisch

workflows-plan

Transform research descriptions into well-structured implementation plans following project conventions

Quellsprache: Englisch

workflows-review

Run multi-agent econometric review on estimation code, identification arguments, and research artifacts

Quellsprache: Englisch

workflows-work

Execute research implementation plans efficiently while maintaining estimation quality and finishing features

Quellsprache: Englisch

commit

Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.

Quellsprache: Englisch

compile-latex

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

Quellsprache: Englisch

context-status

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.

Quellsprache: Englisch

create-lecture

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

Quellsprache: Englisch

data-analysis

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

Quellsprache: Englisch

deep-audit

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…

Quellsprache: Englisch

deploy

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

Quellsprache: Englisch

devils-advocate

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

Quellsprache: Englisch

extract-tikz

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

Quellsprache: Englisch

interview-me

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

Quellsprache: Englisch

learn

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.

Quellsprache: Englisch

lit-review

Structured literature search and synthesis with citation extraction and gap identification

Quellsprache: Englisch

pedagogy-review

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

Quellsprache: Englisch

proofread

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

Quellsprache: Englisch

qa-quarto

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

Quellsprache: Englisch

research-ideation

Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset

Quellsprache: Englisch

review-paper

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

Quellsprache: Englisch

review-r

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

Quellsprache: Englisch

slide-excellence

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

Quellsprache: Englisch

translate-to-quarto

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

Quellsprache: Englisch

validate-bib

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

Quellsprache: Englisch

visual-audit

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

Quellsprache: Englisch

causal-inference-r

Run IV, DiD, and RDD analyses in R with proper diagnostics. Use when implementing causal inference methods, event studies, or treatment effect estimation.

Quellsprache: Englisch

commit

Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.

Quellsprache: Englisch