Document Kubani architectural principles, patterns, and design decisions.
npx skills add https://github.com/X-McKay/kubani --skill architecture-x-mckay
Please help me install this Agent Skill. Skill: architecture Source: https://github.com/X-McKay/kubani/tree/main/.claude/skills/architecture Command: npx skills add https://github.com/X-McKay/kubani --skill architecture-x-mckay
This Skill provides a comprehensive understanding of Kubani's core architectural principles, design patterns, and component responsibilities, enabling developers to make informed decisions and contribute effectively to the project.
Understand the core architectural principles of Kubani by reviewing the architecture skill.
High-intent search queries and answers about installing and using this skill.
Core architectural principles for agentic system design include Agentic-First, Single Source of Truth, MCP-First Tool Integration, Registry-Centric Architecture, and Hierarchical Configuration for robust component interactions.
Federated agent and temporal workflow patterns in system design coordinate distributed agents and manage long-running processes, while a memory layer and learning loop persist context and improve system responses over time.
Integrate MCP servers and k8s-monitor agents into a registry-centric architecture by registering specialized agents as distinct components, ensuring the Registry manages their lifecycle, tool integration, and hierarchical configuration.
Temporal, Qdrant, and Neo4j are chosen for agent system architecture to manage temporal workflows, provide vector search for memory layers, and structure complex component relationships within graph databases.
Avoid anti-patterns in MCP-first agent systems by adhering to registry-centricity and hierarchical configuration, preventing decentralized tool integration, unmanaged agent lifecycles, and disconnected memory layers.
The architecture documentation outlines component responsibilities for specialized agents like news-monitor and k8s-monitor, detailing their roles alongside core agents, MCP servers, the Registry, and the UI.
bllshttngAutomates the configuration of footnote projects via the Pydantic config model.
MattMaggAutomate end-to-end deployment workflows for agentic systems across multiple frameworks.
Renzo-TognellaSynchronize memory items between Neo4j and Qdrant databases.
yusufcmgDesign durable Temporal workflows with saga compensation and fan-out patterns.
