1. Software Development

Creates reusable form components with built-in validation, state management, and submit handling for efficient data entry interfaces.

Terminal-style React UI for Claude Agent SDK with keyboard navigation, tool approval, and dark theme.

Creates clear, concise commit messages in Japanese from staged Git changes to maintain organized version history.

Generates Next.js API route handlers with repository integration, error handling, and TypeScript types for resources like meals and profiles.

Generates and evaluates technology stack candidates using a decision matrix for architecture design.

Provides best practices for implementing Python's async/await and asyncio for efficient asynchronous application development.

Designs and refactors declaration contracts for callables, data shapes, and generics using Name+Shape view to ensure explicit meaning and stable positional order.

Automates scaffolding of new features with types, API routes, components, store actions, and tests for major functionality additions.

Provides standardized patterns for creating and reading ZIO configuration using zio-config with magnolia derivation, ensuring consistency in configuration management.

Generates technology stack recommendations based on project requirements, including frameworks, languages, and architecture patterns.

Builds interactive HTML user interfaces for MCP servers using MCP Apps extension, handling server-side tool registration and client-side app lifecycle via AppBridge.

Clarifies module boundaries and dependency flow in codebases by restructuring directories and naming conventions, reducing navigation costs and improving readability.

Generates TypeScript repository classes for SQLite with CRUD operations, row mapping, and type definitions for database access layers.

Guides ecommerce feature development from intent to implementation via structured specifications and automated task breakdown.

Promotes reducing excessive comments by encoding intent in code structure and names, retaining only high-value explanations like contracts and key insights.

Assesses whether .NET Aspire fits a project, covering orchestration, distributed .NET applications, and local microservices development.

Diagnoses performance bottlenecks in Manny MCP and provides targeted optimization suggestions for improved system efficiency.

Validates proposed technology stacks against offline functionality requirements, identifying gaps and recommending adjustments to ensure offline capability.

Guides ecommerce teams on Git workflow best practices including Conventional Commits, branch strategy, and conflict resolution.

Generates Zustand async actions with loading/error states and toast notifications for health store API integrations.

Provides implementation patterns for Supabase database operations in PhotoVault, including Row Level Security, TypeScript queries, and storage management.

Diagnoses failures in plugin commands and provides targeted solutions to resolve issues in software development environments.

Provides Stripe Connect integration for PhotoVault marketplace, handling destination charges, subscription management, commission splits, and payment issue resolution with idempotency patterns.

Provides consistent coding standards for Lua in Neovim, ensuring high-quality plugins and configurations.