Agent skills for VS Code

Use when polishing prose for a Journal of Marketing Research (JMR) manuscript — a third-person 200-word abstract, AMA author-year…

Use when polishing prose for a Journal of Public Economics (JPubE / JPubEc) manuscript — a 250-word abstract stating purpose, results, and…

Use when polishing the prose of a Management Science (INFORMS) manuscript — front-loading the result, keeping notation lean, writing for a…

Use when drafting or polishing the prose of a Mind article so the argument is maximally clear to a broad philosophical readership within…

Use when drafting or polishing a Psychological Science manuscript to fit its distinctive word format (Introduction + Discussion +…

Create engaging Substack Notes that build community and grow subscribers.

Write, rewrite, review, and organize developer-facing documentation for web software projects.

Create engaging X (Twitter) posts and threads that drive engagement and grow audience.

Production patterns for embedded Shopify apps with React Router v7,

Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support.

Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates.

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning.

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.

Build comprehensive attack trees to visualize threat paths.

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs.

Pre-build product and feature risk review for founders, product managers, and AI-assisted builders.

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition.

Implement Command Query Responsibility Segregation for scalable architectures.

Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies.

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or…