Building a 4-Layer Agentic Architecture for Claude Code

Tue, 17 Feb 2026 00:00:00 +0000

The Problem
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After months of building Claude Code extensions – agents, skills, commands, hooks, MCP servers – I had a growing collection of powerful tools with no coherent entry point. Want to pull all repos? Run a shell script. Want to check infrastructure health? Ask Claude and hope it knows which command to use. Want to automate a browser task? Figure out whether to use the MCP plugin or write a script.

AI Tooling

Mon, 01 Jan 0001 00:00:00 +0000

AI-augmented homelab operations — from multi-agent orchestration to automated content pipelines. This wiki documents how Claude Code and agentic patterns accelerate infrastructure work.

4-Layer Agentic Architecture
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A framework for organizing AI-assisted automation into composable layers:

4-Layer Agentic Architecture — Justfile → Commands → Skills → Agents: how each layer has a single responsibility

Skill Development
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Building custom Claude Code skills for repeatable workflows:

Playwright on Homelab Journal

Building a 4-Layer Agentic Architecture for Claude Code

The Problem #

AI Tooling

4-Layer Agentic Architecture #

Skill Development #

The Problem
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4-Layer Agentic Architecture
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Skill Development
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