1. Software Development

Comprehensive guide for creating React components in squared package and squareone app, covering structure, TypeScript, CSS Modules, Storybook, and testing.

Enforces Go best practices and idioms for clean, efficient, and maintainable code during development, review, and refactoring.

Provides SWR-based data fetching and caching patterns for API interactions, custom hooks, and state handling in a monorepo.

Automates development iteration by dispatching subagents for independent tasks with built-in code review, ensuring quality and speed.

Requires verification command execution and output confirmation before claiming work completion, commit, or PR creation to ensure correctness.

Creates detailed implementation plans for engineers with zero codebase context, including exact file paths, code examples, and verification steps for new features.

Generates consistent React, Next.js, and Storybook code structures for components, hooks, and contexts with automated tests.

Provides architecture guidance for the squared component library package, covering no-build-step design, CSS Modules styling, and Next.js integration.

Expert guidance for implementing AppConfig runtime configuration in squareone, covering server/client config loading, YAML files, and Kubernetes ConfigMap patterns.

Guides developers in integrating with Rubin Science Platform APIs using OpenAPI specs, TypeScript, and SWR hooks, including authentication handling.

Framework-agnostic authentication and authorization solution for TypeScript applications, supporting email/password, OAuth, 2FA, and passkeys.

Guides implementation of MongoDB database operations, schema design, query optimization, and application integration via official drivers.

Enforces comprehensive data validation at every application layer to prevent bugs and ensure data integrity throughout the system.

Guides implementation of Turborepo for high-performance monorepo builds, optimizing task pipelines and caching across JavaScript/TypeScript packages.

Traces software bugs backward through call stack to pinpoint the root cause of an issue.

Structured four-phase debugging framework prioritizing root cause analysis before implementing fixes to prevent recurring issues.

Provides guidelines for writing and maintaining Makefiles to automate build processes in software projects.

Provides pre-built, accessible React components for UI development with Tailwind CSS, supporting forms, dialogs, and navigation using shadcn and Radix UI.

Guides creation of Model Context Protocol (MCP) servers for LLM integration with external APIs, supporting Python (FastMCP) and Node/TypeScript (MCP SDK).

Expert guide for implementing NuxtUI v4.1+ components, forms, layouts, and Tailwind CSS-based styling in Nuxt projects.

Guides implementation of Tailwind CSS, a utility-first framework, for rapid development of responsive and accessible user interfaces.

Provides best practices and guidelines for using Git and GitHub in collaborative software development workflows.

Automates OpenSpec change proposal execution by parsing structure, grouping tasks by phase, and creating one pull request per phase for efficient code reviews.

Runs verification commands and confirms expected output before declaring a process successful.