Agent skills

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 polishing the prose of a Marketing Science manuscript — front-loading model intuition before notation, managing the formal…

Use when polishing the prose of an Organization Science manuscript — front-loading the organizational argument and contribution, writing…

Use when drafting or polishing the prose of a PMLA (Publications of the Modern Language Association) essay so it reads clearly for a broad…

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

Use when drafting and polishing a Psychological Bulletin manuscript so it reads as an integrative synthesis and meets APA 7th-edition…

Use when polishing prose, abstract, and introduction for a Quantitative Economics (QE) manuscript so a quantitative method and its…

Create engaging Substack Notes that build community and grow subscribers.

Production patterns for embedded Shopify apps with React Router v7,

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

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

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers.

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

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.

Automate changelog generation from commits, PRs, and releases following Keep a Changelog format.

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…