1. Software Development

Provides complete setup for building standalone microservices with dedicated databases, eliminating shared pool complexity.

Provides comprehensive API reference for pgdbm's AsyncMigrationManager, including all methods and migration file format specifications.

Configures Maven for integration testing using Failsafe plugin with IT naming conventions and profile-based settings.

Generates PostgreSQL DDL, sample data, and query examples from a data model JSON file for database schema creation and testing.

Provides an outline extension implementing a protocol for developing plugins within a specific domain.

Provides core development principles for Plan-Marshall projects, covering user research, tool selection, and dependency management.

Guides the process of packaging and publishing a new version of the pgdbm library to the Python Package Index (PyPI).

Enforces standardized Cypress E2E testing practices including framework setup, test structure, and best practices for reliable and maintainable test suites.

Diagnoses and automatically fixes quality issues in marketplace components, offering safe automated fixes and prompting for risky ones.

Systematically debugs Next.js issues including SSR errors, hydration mismatches, routing, build failures, and performance bottlenecks for both App and Pages Routers.

Guides implementation of next-intl for internationalization in Next.js 16 App Router, covering Vietnamese UI, server/client patterns, and locale routing.

Guides developers in creating, configuring, and distributing Claude Code plugins with hooks, skills, commands, and MCP servers.

Enables bundling of static data files, configuration templates, and reference data within skills for structured development workflows.

Designs and implements robust backend systems including APIs, services, and data pipelines with emphasis on architecture and performance.

Provides architecture principles and skill patterns for designing goal-based plugin components in the Claude Code marketplace.

Guides creation and modification of AEM Edge Delivery blocks with JavaScript decoration, CSS styling, and content model adjustments for frontend components.

Generates new marketplace components (agents, commands, skills, bundles) with proper structure and standards compliance for seamless integration.

Manages persistent session storage via memory layer operations for stateful web application interactions.

Interactive testing of Adobe EDS blocks in Jupyter notebooks with JavaScript execution, ES6 imports, and browser previews.

Sets up Python development environments using uv, including shared utilities and script structure best practices.

Classifies and manages Maven build profiles with workflows for unmatched profile scenarios in Java projects.

Automatically generates CQRS-compliant OpenAPI 3.1.0 specifications from data models, including event/resource mappings, idempotency, and RFC 7807 error responses.

Provides frontend development guidelines for React/TypeScript applications, covering patterns, organization, styling, routing, and performance.

Applies Content Driven Development methodology to AEM Edge Delivery Services for building and modifying content blocks and core decoration functionality.