1. Software Development

Converts static HTML/CSS files from Figma into dynamic RNBT components with data binding and event handling capabilities.

Captures a working API contract post-integration to prevent recurrence of integration issues and enable reuse of stable integration logic.

Guides software module design using Linux kernel principles, emphasizing mechanism vs policy and event-driven architecture for effective architectural decisions.

Generates self-contained 3D components that independently fetch data and use Shadow DOM popups without page dependency.

Generates valid XHTML-strict HTML5 markup for web pages, ensuring semantic structure and proper syntax.

Builds complex, multi-component HTML artifacts for Claude.ai using React, Tailwind CSS, and shadcn/ui components.

Generates database migration files for schema changes including table creation, structure modifications, and index additions.

Guides implementation of WebSocket API endpoints using Spine, covering JSON-RPC 2.0 patterns, handler registration, and request/response handling.

Guides writing and structuring RSpec 3.x tests in Ruby, covering describe blocks, let variables, and test hooks.

Finds all consumers of shared code (types, APIs, utilities) before modification to prevent partial migrations and broken integrations.

Creates a complete dashboard page using RNBT architecture, including Master/Page layers, components, mock server, and dataset configuration.

Automates structured interviews to clarify ambiguous software requirements, undefined scope, or decision points, ensuring stakeholder alignment before proceeding.

Builds web features that function without JavaScript using native HTML elements, CSS pseudo-classes, and View Transitions API enhancements.

Reviews code tasks using Codex AI, providing implementation feedback and best practice suggestions.

Enables creation and usage of custom HTML elements for building reusable web components beyond standard HTML5 tags.

Guides developers through Document-Driven Development for existing codebases, emphasizing documentation-first design, systematic planning, and implementation verification.

Builds content-driven websites using Astro framework with features like content collections, islands architecture, and deployment to Cloudflare/DigitalOcean.

Simplifies Python logging with a global logger and progressive source understanding for easier debugging and monitoring.

Guide for managing TypeScript monorepos with Turborepo and pnpm workspaces, covering package creation, dependencies, and pipeline configuration.

Guide for building domain-specific authoring tools using the Spine Framework, covering framework boundaries, extension points, and domain patterns.

Provides a guide for creating Model Context Protocol (MCP) tools in Spine domains, covering naming, parameters, context, error handling, and testing.

Reviews Python code changes in merge requests and pull requests for quality and best practices.

Provides development preferences for Python code, CLI tools, APIs, and scripts to enhance productivity and consistency.

Creates reusable UI components from scratch without dependencies on Figma designs or API definitions, directly in the Components/ directory.