Explore Agent Skills

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

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

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

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

Structured literature search and synthesis with citation extraction and gap identification

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.

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

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

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

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

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", "find inconsistencies", "check everything".

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

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

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.

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

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

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

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

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

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

Document a recently solved research problem to compound methodological knowledge

Explore methodological approaches through structured analysis before planning implementation

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", "referee", "revision", "R&R", "response letter", "journal", "formatting", "submission", "resubmit", "cover letter", "referee report", "revise and resubmit".

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 fixed-point algorithms, or MPEC formulations. Triggers on "structural model", "moment conditions", "NFXP", "MPEC", "BLP", "random coefficients", "dynamic discrete choice", "CCP", "Rust model", "auction estimation", "GMM objective", "inner loop", "contraction mapping", or convergence/starting value problems in optimization-based estimation.