1. Software Development

Applies common software design patterns (external integration, async processing, multi-tier, caching) with tested templates for efficient development.

Provides project context including element kinds, relationship types, and tags to inform development decisions before making changes.

Searches across 7 repository layers (ProviderSettings, ProviderRanking, Alias, FileSearch, Contacts, RecentApps, PinnedApps) using singleton pattern and StateFlow for reactive UI binding.

Enables modern Python development with uv, including testing (pytest) and EC2 deployment for FastAPI/Django projects.

Initializes shadcn/ui in React projects with Tailwind CSS v4, path aliases, and framework-specific configuration for Next.js, Vite, and Astro.

Provides best practices for integrating Better Auth, a TypeScript authentication framework, into web application development workflows.

Provides an interface definition and lifecycle management for search providers, including implementations like WebSearch and FileSearch.

Creates authentication layers for TypeScript/JavaScript applications using Better Auth, enabling secure user management and session handling.

Provides advanced integration patterns for shadcn/ui, including form validation, data tables, performance optimization, testing, and migration from other libraries.

Provides idiomatic, efficient, and maintainable Rust code practices for development, code review, and learning.

Provides systematic debugging through hypothesis testing, isolation, and root cause analysis using scientific methodology.

Comprehensive game development expertise covering design documents, systems programming, gameplay loops, and player experience creation.

Searches for step-by-step guides on app development tasks including Room database migrations, design patterns, and coding conventions.

Provides utilities and debugging strategies for building React-based terminal applications using xterm.js and WebSocket communication.

Provides a systematic debugging framework for root cause analysis, tracing, and validation of technical issues before proposing fixes.

Builds and optimizes backend systems using modern frameworks, databases, and security practices for scalable and secure applications.

Automates code review by applying quality checks and filtering issues based on confidence levels to enhance code quality and efficiency.

Provides code review guidelines covering quality, regression, documentation, and performance aspects.

Processes reference materials from the references/ directory to inform code development and understand prior implementations.

Debugs React component issues including hooks violations, TypeScript errors, state management bugs, and rendering problems in frontend applications.

Automates code review for Conductor gates by analyzing changes via MCP tool, delivering pass/fail status, issue details, and visual QA requirements.

Tests and debugs Next.js API routes, validating responses, authentication flows, and troubleshooting errors.

Automates test execution across multiple frameworks (Jest, pytest, etc.), providing structured pass/fail results and detailed failure reports.

Creates and configures Claude Code plugins, skills, commands, agents, hooks, MCP servers, and marketplace integration.