1. Software Development

Provides guidance for creating React components and generators using @kubb/react-fabric, supporting both React-based and function-based patterns.

Provides standardized rules and checklists for preparing pull requests, creating changesets, and releasing packages in monorepo environments.

Provides coding style, testing, and PR guidelines for the Kubb ecosystem to ensure consistent and high-quality code reviews and development practices.

Assists in building Minimum Viable Products (MVPs) by implementing features according to the AGENTS.md plan, triggered by user requests to start coding or develop features.

Creates Technical Design Documents for MVPs, guiding architecture planning and tech stack selection.

Prevents stale closures and unnecessary callback recreations in React by using functional setState for state updates based on current state values.

Provides best practices for creating 8-bit styled variants of shadcn/ui components through structured component wrapping techniques.

Optimizes frontend performance by lazily loading heavy components (e.g., editors, charts) using Next.js dynamic imports to reduce initial bundle size.

Optimizes React component rendering by memoizing results to skip unnecessary re-renders when props remain unchanged.

Optimizes React component performance by hoisting RegExp creation outside render or memoizing with useMemo to avoid re-creation on every render.

Optimizes import statements to reduce bundle size and improve development boot time by importing directly from source files instead of barrel files.

Optimizes JavaScript code by using early returns to avoid unnecessary computations in loops and condition checks.

Optimizes SVG animation performance by wrapping elements in a div for hardware acceleration, specifically for 8-bit retro pixel art components.

Registers new 8-bit components in shadcn/ui by updating registry.json during component addition to the library.

Defers expensive initial state calculations in React using lazy initialization with useState to improve performance.

Manages state-driven visual elements for game interfaces, including health, XP, and mana bars in RPG and retro game UI components.

Optimizes React component rendering by hoisting static JSX elements outside the component to prevent unnecessary re-creation on every render.

Enforces explicit ternary operators for conditional rendering to prevent unexpected behavior with falsy values like 0 or NaN.

Provides a safe array sorting method using toSorted() to avoid mutation, ideal for React state and shared data structures.

Registers 8-bit components in registry.json for shadcn/ui, enabling new component additions to the component library distribution.

Uses Set and Map for O(1) membership lookups in JavaScript, replacing array.includes() for improved performance in repeated checks.

Generates a new migration file for OWID's MySQL database schema changes, enabling version-controlled database evolution.

Guides users on configuring and using Worktrunk, a CLI tool for managing Git worktrees to automate development tasks.

Reviews and fixes Swift Concurrency issues in Swift 6.2+ code, ensuring compliance and resolving compiler errors.