1. Software Development

Inspects WordPress repositories (plugins, themes, core) for structure, tooling, tests, and versioning, delivering a structured JSON report to guide development workflows and enforce standards.

Develops WordPress Gutenberg blocks with metadata, attributes, dynamic rendering, and build workflows using WordPress tooling.

Provides a structured protocol for testing NetBox MCP server functionality and performance after code changes, with comprehensive reporting.

Enables selective test execution in .NET projects with xUnit, following a build-first workflow.

Executes C# scripts directly via dotnet run command, enabling quick testing and learning of C# one-liners.

Investigates .NET project dependencies, lists package references, and audits for outdated or vulnerable packages in development workflows.

Efficiently explores SaneBar codebase for searching, architecture understanding, and implementation location.

Debugging and inspecting Next.js applications, including routes, components, and build information for development workflows.

Enables building distributed microservices with Dapr's sidecar architecture, supporting state management, pub/sub, and service invocation.

Enables developers to build AI agents and agentic applications using Anthropic's Claude Agent SDK, including autonomous agent creation and SDK-based automation.

Builds Next.js 16 applications with proper patterns for pages, layouts, dynamic routes, and handling breaking changes like async params and Turbopack.

Fetches official documentation for external libraries and frameworks to aid in implementation, debugging, and configuration with token-efficient content filtering.

Provides async database layer utilities for SQLModel with PostgreSQL, including session management, CRUD operations, and ORM features like relationships and N+1 prevention.

Guides developers in building ChatGPT custom applications with interactive widgets, MCP server setup, and response metadata using the Apps SDK and FastMCP.

Manages Nx monorepo workspaces, including dependency analysis, affected command execution, code generation, and build optimization for AI-native development.

Validates Claude skills against production-level quality criteria, providing scores and recommendations for structure, documentation, and technical robustness.

Provides a structured debugging methodology emphasizing root cause analysis, pattern recognition, and hypothesis testing to resolve technical issues efficiently.

Builds AI chat interfaces with custom backends, authentication, and context injection for seamless integration with AI agents.

Provides testing utilities for AI agent code using pytest, including mocking LLM calls, FastAPI testing, and SQLModel integration without evaluating LLM outputs.

Builds accessible UI components in Next.js using shadcn/ui, covering form validation with react-hook-form and dark mode setup.

Validates Python, Node.js, and Rust code examples in educational book chapters using the 4-Layer Teaching Method.

Generates production-ready, reusable skills for extending Claude's capabilities by analyzing codebases, conversations, and authentic sources.

Auto-generates OpenAPI 3 documentation for Spring Boot 4.x REST APIs, triggered by controller changes or documentation requests.

Reviews PRs for declarative agent samples, validating manifest versions and README format in specified repository.