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Digital Nestby Ulises Jeremias

A system map · three independent projects

Stop rebuilding your AI workflow for every coding assistant.

Write a capability once, distribute it to the assistants you use, and keep machine setup and durable workspace context in separate projects. Start with one piece; none requires the others.

One capability plane, two optional extensions

HOST · MACHINE

Agentic Workstation

Rebuilds the developer machine and its policy.

Owns provisioning · profiles · host policy

Can install Toolkit. Does not define its capabilities.

can install

CAPABILITIES · RUNTIME

Agent Toolkit

Keep skills, agents, loops, and MCP tooling portable across assistants.

one sourceprofiles + runtimemany tools

Works by itself. Does not provision the host or own your durable state.

uses runtime

CONTEXT · WORKSPACE

Agentic Harness

Keeps project context and work state between temporary sessions.

Owns knowledge · personas · packs · run history

Optional reference workspace. Toolkit remains the runtime.

The links show supported ways the projects work together, not setup requirements. Use Toolkit alone, provision a machine with Workstation, or add Harness when persistent context helps.

Choose your entry point

Start with the need you have

  • I want portable AI capabilities without touching my machine setup

    One native binary, one install command. Deploys to Claude Code, Cursor, OpenCode, Copilot, Codex, Gemini CLI, Windsurf, Pi, and Muse Code — or as portable Agent Plugins bundles.

    Start with Agent Toolkit

  • I want my whole machine reproducible

    chezmoi apply installs packages and the Toolkit; you adopt the rest at your own pace.

    Start with Agentic Workstation

  • I want memory and context that survive across sessions and repos

    Clone the workspace scaffold anywhere; it drives the Toolkit CLIs against your own state.

    Start with Agentic Harness

  • I want the full Personal DX workflow

    Workstation provisions the machine, Toolkit executes, Harness remembers. Each part still works alone.

    Start with Agentic Harness

See it in action

agentic-workstation-demo is a small demo repository showing AGENTS.md routing work to skills and sub-agents — a reference, not a fourth product.

Go deeper

HorneroConfig is an optional, adjacent desktop environment — not part of the stack. See HorneroConfig or the Work overview for the full portfolio.