Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | 適切に設計されたツールを通じてLLMが外部サービスと対話できるようにする高品質MCP（Model Context Protocol）サーバーを作成するためのガイド。Python（FastMCP）またはNode/TypeScript（MCP SDK）で外部APIやサービスを統合するMCPサーバーを構築する際に使用
Local OpenCode documentation reference. Use when asked about OpenCode features, tools, agents, MCP servers, plugins, CLI, TUI, or IDE integration.
Understand and navigate the codebase using semantic search and AI analysis.
Expert guide for claude-agent-sdk development questions - tools, subagents, permissions, hooks, sessions, MCP integration, and best practices.
Universal knowledge storage and retrieval patterns using memory graph
Expert guidance for Neo4j Cypher queries and MCP server tools. Use when working with mcp__neo4j__ tools for query execution, schema introspection, and graph operations.
CRITICAL: PostgreSQL MCP Server SQL limitations and correct patterns. This skill MUST be consulted before writing any SQL for the CRM database. Documents what works and what DOES NOT work with mcp__postgresql__ tools.
Troubleshoot agent & tool failures in scheduling orchestration. Use when MCP tools fail, agent communication breaks, constraint engines error, or database operations timeout. Provides systematic incident response and root cause analysis.
Guide for creating high-quality MCP (Model Context Protocol) servers
MCP tripartite integration for orchestrating distributed tool protocols
Asymmetric time dilation for MCP operations - deliberate slow paths enable capability accumulation through Cat# bicomodule composition.
Universal coding principles and best practices for maintainable software
Enterprise C# 13 development with .NET 9, async/await, LINQ, Entity Framework Core, ASP.NET Core, and Context7 MCP integration for modern backend and enterprise applications.
Predicate-level semantic diff for MCP protocol specs. Compares 0618 vs 1125 specs via Narya types, GF(3) evaluators, and Unison-style effects. Use for protocol verification, spec migration, or detecting breaking changes.
MCP (Model Context Protocol) server building principles. Tool design, resource patterns, best practices.
Enforce Claude Compass development standards and best practices. This skill should be used when writing or modifying code in the Claude Compass repository, including parsers, database migrations, graph builders, MCP tools, and core services. It ensures adherence to code quality principles, proper error handling, self-documenting code, and established architectural patterns.
Universal patterns for using MCP (Multi-Client Protocol) servers in agentic workflows
AI-powered enterprise MCP (Model Context Protocol) server orchestrator with intelligent plugin management, predictive optimization, ML-based performance analysis, and Context7-enhanced integration patterns. Use when creating smart MCP systems, implementing AI-driven plugin discovery, optimizing MCP performance with machine learning, or building enterprise-grade server architecture with automated compliance and governance.
