Skill UI

A comprehensive guide on achieving scientific reproducibility for complex computer architecture and system simulations. It details how to manage and pin all dependencies—including simulator commit hashes, local patches, workload binaries, hardware states, and post-processing scripts—to ensure that every reported figure and number can be accurately regenerated, regardless of time or environment changes.

This guide provides comprehensive methodological frameworks for conducting rigorous empirical analyses in international trade and macroeconomics, particularly tailored to the standards of top-tier journals like the JIE. It covers assembling bilateral trade and cross-country panels, estimating gravity models using PPML, implementing local projections, and calibrating structural open-economy models. It ensures analyses are robust, replicable, and address common referee criticisms.

A comprehensive guide detailing the quantitative and econometric standards required for submissions to top-tier monetary and macroeconomic journals. It covers advanced techniques like VAR/SVAR, Local Projections, and DSGE modeling, focusing on proper inference, robustness checks, and diagnostic reporting to ensure scholarly rigor.

This guide details the rigorous identification methods required for submitting macro-financial papers to top-tier journals like the Journal of Monetary Economics (JME). It covers techniques such as separating pure monetary shocks from information effects, implementing various Structural VARs (SVARs), using local projections, and conducting model-based identification, ensuring your claims meet the highest academic standards.

Provides rigorous guidelines for structuring and writing high-quality academic literature reviews, specifically tailored for journals like Management World. It mandates a unique three-layer dialogue structure (international context, local Chinese research, and original contribution), addressing issues like language source imbalance or lack of scholarly dialogue. Covers precise ratios for Chinese and English sources, and integration with national policy narratives.

A rigorous checklist and guide for conducting causal inference in development economics, specifically tailored to the high standards of top-tier journals like The World Bank Economic Review (WBER). It covers advanced econometric designs (RCT, DiD, RD, IV), focusing not just on estimation but on defining the estimand, addressing external validity, general equilibrium effects, and translating local findings into actionable policy recommendations.

A comprehensive guide detailing when and how to structure theoretical models in development economics research, particularly for World Bank Economic Review submissions. It emphasizes that models must serve a functional purpose—such as interpreting empirical coefficients, running policy counterfactuals, or aggregating to welfare statements—rather than being decorative. Key principles cover parameter identification, matching structural frictions to the local setting, and handling counterfactual assumptions (Lucas critique).

This skill establishes the root directory for a collaborative workshop, serving as a centralized project hub. It manages two distinct paths: using an existing local directory (Path A), or initializing a new private GitHub repository (Path B). It scaffolds the necessary structure—including `desks/`, `bench/`, and `CAIRN.md`—while strictly preserving existing work and preventing repository nesting. Ideal for standardizing project setup and maintaining collaboration standards.

This skill serves as a comprehensive guide for authors targeting The William and Mary Quarterly. It helps users re-frame local studies into arguments that engage with the field's major debates concerning 'vast early America,' covering topics such as slavery, indigenous encounters, and transatlantic exchange. It details field positioning, historiographical intervention, and submission standards.

A comprehensive guide for building AI agents in Dart with Genkit, covering flows, tools, plugins, schemas, and the Genkit CLI for local development. Ideal for integrating LLMs into Dart or Flutter applications.

Build a local multimedia webpage project from a user topic, audience, language, style, and media preferences by framing requirements, researching, planning, acquiring media, generating files, packaging, validating, repairing, and delivering usage guidance.

This diagnostic skill audits the entire local setup of Claude Code against several known, complex cache and cost bugs (CC#40524, B4, B5). It checks critical components including version compatibility, sentinel placeholders, session resuming logic, and attribution headers. Use this tool to ensure your development environment is optimized, stable, and minimizes unexpected operational costs and functional regressions.