Skip to content

Overview

The ecosystem is easiest to understand as layers. Each layer builds on the one below it, and each is owned by one or more repositories.

Layer What it is Main repositories
Upstream pi itself, third-party pi packages, and MemPalace see Repositories
Image a Docker image that bakes pi, the packages, our extensions and tools into one reproducible environment pi-devbox
Harness extensions, settings and toolkits that change how pi behaves pi-extensions, pi-toolkit, mempalace-toolkit
Knowledge skills that teach the agent procedures, plus the instructions it loads at start skillset, pi-devbox (baked skills), pi-toolkit (global instructions)
Fleet how each machine runs the image, what the machines share, and how agents on different machines coordinate docker-compose-repo, fleet-ops, mempalace-toolkit

Words used throughout

pi
The coding agent. It runs in a terminal, talks to a language model, and acts through tools such as bash, read and edit.
Harness
Everything around the model that decides what the agent can see and do: pi's tools, our extensions, settings, skills and instructions.
Extension
A TypeScript file that pi loads at start. It can add tools, intercept tool calls, or change what the user sees.
Skill
A Markdown file that describes a procedure. The agent reads it when a task matches the skill's description.
Device
One machine that runs the pi-devbox image, for example a Mac or a Linux VM.
Fleet
All devices together, plus the services they share.
Palace
A MemPalace store of memories. The fleet shares one central palace.
Mailbox
Events in the central palace that are addressed to one agent on one device. Agents use it to hand work to each other.