james-traina/compound-science
20 skills
$npx skills add james-traina/compound-scienceSkillInstalls
bayesian-estimationThis skill covers Bayesian estimation and inference in quantitative social science.causal-inferenceThis skill covers causal inference methods in observational and quasi-experimental settings.causal-mlThis skill covers causal machine learning methods in applied economics and quantitative social science.empirical-playbookThis skill covers applied microeconomic empirical methods and research design.estimateRun a structural estimation pipeline — routes to /workflows:work with estimation context from empirical-playbookgame-theoryThis skill covers game-theoretic methods in structural econometrics and industrial organization.identification-proofsThis skill covers formal identification arguments and proofs in structural and reduced-form econometrics.lfgFull autonomous research workflow — brainstorm, plan, implement, review, and documentpublication-outputThis skill covers publication-quality tables and figures for academic research papers.replicateBuild and verify replication packages — routes to reproducibility-auditor agentreproducible-pipelinesThis skill covers reproducible research pipelines and replication packages.slfgFull autonomous research workflow using swarm mode for parallel executionstructural-modelingThis skill covers structural econometric models. Use when the user is building, estimating, or debugging structural models — including BLP demand estimation,…submission-guideThis skill covers academic journal submission, referee responses, and revision management.workflows-brainstormExplore methodological approaches through structured analysis before planning implementationworkflows-compoundDocument a recently solved research problem to compound methodological knowledgeworkflows-ideateDivergent research ideation — generate many candidate directions, then adversarially filter to the strongestworkflows-planTransform research descriptions into well-structured implementation plans following project conventionsworkflows-reviewRun multi-agent econometric review on estimation code, identification arguments, and research artifactsworkflows-workExecute research implementation plans efficiently while maintaining estimation quality and finishing features