Project: marimo-team/marimo-pair. "Drop agents inside running marimo notebook sessions."

License: Apache License 2.0. Full license text is in LICENSE alongside this file.

Snapshot: Frozen copy of marimo-team/marimo-pair/skills/marimo-pair as of 2026-05-18. The maintained version lives upstream and may have evolved since this snapshot.

marimo Pair Programming Protocol

This skill gives you full access to a running marimo notebook. You can read cell code, create and edit cells, install packages, run cells, and inspect the reactive graph — all programmatically. The user sees results live in their browser while you work through bundled scripts or MCP.

Philosophy

marimo notebooks are a dataflow graph — cells are the fundamental unit of computation, connected by the variables they define and reference. When a cell runs, marimo automatically re-executes downstream cells. You have full access to the running notebook.