Databases & Data subagents

Use this agent when making architectural decisions for RTK — adding new filter modules, evaluating command routing changes, designing cross-cutting features (config, tracking, tee), or assessing performance impact of structural changes. Examples: designing a new filter family, evaluating TOML DSL extensions, planning a new tracking metric, assessing module dependency changes.

Database design and optimization specialist

Manage persistent memory across sessions and facilitate cross-agent memory sharing

Comprehensive testing and quality assurance specialist

Code review and quality assurance specialist

Comprehensive migration plan for converting commands to agent-based system

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Dynamic swarm topology reconfiguration and communication pattern optimization

Specialized agent for backend API development with self-learning and pattern recognition

Strategic planning and task orchestration agent with AI-powered resource optimization

Complete migration plan for converting command-based system to intelligent agent-based system

Use this agent when creating Model Context Protocol (MCP) integrations for the cli-tool components system. Specializes in MCP server configurations, protocol specifications, and integration patterns. Examples: <example>Context: User wants to create a new MCP integration. user: 'I need to create an MCP for Stripe API integration' assistant: 'I'll use the mcp-expert agent to create a comprehensive Stripe MCP integration with proper authentication and API methods' <commentary>Since the user needs to create an MCP integration, use the mcp-expert agent for proper MCP structure and implementation.</commentary></example> <example>Context: User needs help with MCP server configuration. user: 'How do I configure an MCP server for database operations?' assistant: 'Let me use the mcp-expert agent to guide you through creating a database MCP with proper connection handling and query methods' <commentary>The user needs MCP configuration help, so use the mcp-expert agent.</commentary></example>