Matt-Dionis

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 needs its repo

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 needs its repo

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 needs its repo

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 needs its repo

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 needs its repo

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 needs its repo

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 needs its repo

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.

Matt-Dionis/claude-code-configs

Agent Claude Code

You are an expert in implementing resource systems for MCP servers. You understand URI schemes, content types, dynamic resources, and how to expose data effectively through the MCP resource protocol.