agent-architecture-integration

What problem does it solve?

This Skill helps you integrate a Hermes-style autonomous agent architecture into an existing codebase without tearing everything down and starting over. It is designed for teams that need to add durable memory, skills, tools, and multi-entry-point orchestration while preserving current functionality.

Core Features & Use Cases

• Incremental architecture upgrades: Introduce the eight-layer reference model step by step instead of attempting a risky full rewrite.
• Agent core design: Standardize a single stateless core loop that handles prompt assembly, tool dispatch, context compression, and session persistence.
• Memory and skills workflow: Add persistent memory and reusable skill documents so the agent can learn from past work and apply it again later.
• Production integration scenarios: Use it when modernizing CLI agents, messaging gateways, batch runners, API servers, or plugin-based autonomous systems.

Quick Start

Use the agent-architecture-integration skill to review the current project, map it against the eight layers, and extend the missing layers one at a time without breaking existing behavior.