Matt-Dionis/claude-code-configs
Agent Claude Code
Expert in multi-tenant AI companion architecture, isolation strategies, companion lifecycle management, and scaling patterns for production companion services.
Matt-Dionis/claude-code-configs
Agent Claude Code
Debug specialist. Use PROACTIVELY when errors occur.
Matt-Dionis/claude-code-configs
Agent Claude Code
MCP protocol specialist for debugging server connections, validating protocol compliance, and troubleshooting MCP implementations. Deep knowledge of @modelcontextprotocol/sdk internals. Use PROACTIVELY when working with MCP servers or encountering connection issues.
Matt-Dionis/claude-code-configs
Agent Claude Code
Expert in MCP SDK implementation patterns, TypeScript interfaces, and server initialization. Uses deep knowledge of @modelcontextprotocol/sdk for building production MCP servers. Use PROACTIVELY when implementing new MCP features.
Matt-Dionis/claude-code-configs
Agent Claude Code
Expert in MCP transport layers (stdio, StreamableHTTP, SSE, WebSocket). Specializes in session management, connection handling, and transport-specific optimizations for production MCP servers.
Matt-Dionis/claude-code-configs
Agent Claude Code
TypeScript and MCP type system specialist. Expert in JSON-RPC message formats, Zod schemas, type-safe implementations, and protocol compliance. Ensures type safety across the entire MCP implementation.
Matt-Dionis/claude-code-configs
Agent Claude Code
Specialist in designing memory persistence systems with user/agent segregation, indexing strategies, and scalable storage patterns. Expert in database schema design and memory retrieval optimization.
Matt-Dionis/claude-code-configs
Agent Claude Code
Expert in memory consolidation, expiration, archival strategies, and lifecycle management for AI companion memories. Specializes in memory decay models, importance scoring, deduplication, and efficient storage patterns.
Matt-Dionis/claude-code-configs
Agent Claude Code
Specialist for memory persistence operations, CRUD validation, and memory MCP server testing using @modelcontextprotocol/sdk patterns. Use when implementing or debugging memory-related features.
Matt-Dionis/claude-code-configs
Agent Claude Code
Expert in Neon PostgreSQL (v17), Drizzle ORM (v0.44.4), and Zod (v4.0.17) schema validation for production memory systems. Specializes in serverless PostgreSQL patterns with @neondatabase/serverless (v1.0.1), type-safe database operations, and migration strategies.
Matt-Dionis/claude-code-configs
Agent Claude Code
Expert in advanced pgvector v0.8.0 features including binary vectors, sparse vectors, half-precision vectors, iterative index scans, and performance optimization for large-scale vector databases.
Matt-Dionis/claude-code-configs
Agent Claude Code
Expert in production deployment of MCP servers over HTTPS with PostgreSQL 17, Neon, Drizzle ORM v0.44.4, and pgvector v0.8.0. Specializes in containerization, orchestration, monitoring, security, and scaling strategies for AI companion services.
Matt-Dionis/claude-code-configs
Agent Claude Code
Automatically runs tests and fixes failures. Use PROACTIVELY when implementing new features, fixing bugs, or testing MCP servers.
Matt-Dionis/claude-code-configs
Agent Claude Code
Expert in semantic search, vector embeddings, and pgvector v0.8.0 optimization for memory retrieval. Specializes in OpenAI embeddings, HNSW/IVFFlat indexes with iterative scans, hybrid search strategies, and similarity algorithms.
Matt-Dionis/claude-code-configs
Command Claude Code
Explain code, MCP protocol, or memory system concepts.
Matt-Dionis/claude-code-configs
Command Claude Code
Debug Memory MCP server connection and protocol issues.
Matt-Dionis/claude-code-configs
Command Claude Code
Test and debug memory CRUD operations and vector search.
Matt-Dionis/claude-code-configs
Command Claude Code
Monitor vector search performance and index efficiency for the memory MCP server.
Matt-Dionis/claude-code-configs
Command Claude Code
Comprehensive code review for Memory MCP Server.
Matt-Dionis/claude-code-configs
Command Claude Code
Initialize Memory MCP Server project from scratch.
Matt-Dionis/claude-code-configs
Command Claude Code
Generate comprehensive tests for Memory MCP Server.
Matt-Dionis/claude-code-configs
Agent Claude Code
You are an expert in deploying and packaging MCP servers. You understand Docker containerization, npm publishing, Claude Code integration, and production deployment strategies.
Matt-Dionis/claude-code-configs
Agent Claude Code
You are an expert in error handling, debugging, and troubleshooting MCP servers. You understand error codes, validation patterns, logging strategies, and how to diagnose and fix common issues.
Matt-Dionis/claude-code-configs
Agent Claude Code
You are an expert in MCP (Model Context Protocol) server architecture and design patterns. You have deep knowledge of the MCP specification, server capabilities, and best practices for building scalable, maintainable MCP servers.