Plugin Claude Code
AI research assistant for quantitative social science. Ambient hooks detect research context and route to 10 specialized agents covering structural econometrics, causal inference, game theory, identification, Monte Carlo studies, and reproducible pipelines.
Instructions file
Instructions for James-Traina/compound-science, covering compound-science plugin, core workflow, skills (20), workflow (6) — core research loop and chain (2) — automated multi-step execution.
Skill Claude CodeCodex
This skill covers Bayesian estimation and inference in quantitative social science. Use when the user is specifying priors, running MCMC, diagnosing chain convergence, or reporting posterior summaries — including hierarchical models, Bayesian structural models, and small-sample settings where priors regularize.…
Skill Claude CodeCodex
This skill covers causal inference methods in observational and quasi-experimental settings. Use when the user is implementing, choosing between, or debugging causal identification strategies — including instrumental variables, difference-in-differences, regression discontinuity, synthetic control, or matching…
Skill Claude CodeCodex
This skill covers causal machine learning methods in applied economics and quantitative social science. Use when implementing or choosing between modern ML-based causal estimators — including double machine learning, DML, partially linear models, interactive regression models, cross-fitting, Neyman orthogonality…
Skill Claude CodeCodex
This skill covers applied microeconomic empirical methods and research design. Use when the user is selecting an identification strategy, comparing estimators, running diagnostics, designing a research study, or evaluating an empirical strategy. Triggers on "which method", "what estimator", "how to choose", "method…
Skill Claude CodeCodex
Run a structural estimation pipeline — routes to /workflows:work with estimation context from empirical-playbook.
Skill Claude CodeCodex
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, auction models with strategic bidding, bargaining, or matching…
Skill Claude CodeCodex
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 conditions, deriving rank conditions, or showing observational…
Skill Claude CodeCodex
Full autonomous research workflow — brainstorm, plan, implement, review, and document.
Skill Claude CodeCodex
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", "stargazer", "publication-ready", "LaTeX table", "event study…
Skill Claude CodeCodex
Build and verify replication packages — routes to reproducibility-auditor agent.
Skill Claude CodeCodex
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 replication packages for journal submission, or debugging…
Skill Claude CodeCodex
Full autonomous research workflow using swarm mode for parallel execution.
Skill Claude CodeCodex
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…
Skill Claude CodeCodex
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"…
Skill Claude CodeCodex
Explore methodological approaches through structured analysis before planning implementation.
Skill Claude CodeCodex
Document a recently solved research problem to compound methodological knowledge.
Skill Claude CodeCodex
Divergent research ideation — generate many candidate directions, then adversarially filter to the strongest.
Skill Claude CodeCodex
Transform research descriptions into well-structured implementation plans following project conventions.
Skill Claude CodeCodex
Run multi-agent econometric review on estimation code, identification arguments, and research artifacts.
Skill Claude CodeCodex
Execute research implementation plans efficiently while maintaining estimation quality and finishing features.