koaning

Implement a research paper as an interactive marimo notebook together with the user. Start by understanding what the user wants to explore, fetch the paper via alphaxiv, then build a focused notebook.

Write a marimo notebook in a Python file in the right format.

Collaboration protocol for pairing with a user through a running marimo notebook via bundled scripts or MCP. Use when the user asks you to work in, build, explore, or modify a marimo notebook — or when you detect a running marimo session by listing sessions. Do NOT use for general Python scripting outside of marimo or for marimo plugin/package development.

An opintionated skill to prepare a marimo notebook to make it ready for a scheduled run.

Write a marimo notebook in a Python file in the right format.

Work inside a running marimo notebook's kernel — execute code, create cells, and build a notebook as an artifact. Use when the user wants to start a marimo notebook or work in an active marimo session.

Use when the user asks for a rich explanation of a code change, diff, branch, or PR and wants an interactive HTML document as output

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Write a marimo notebook in a Python file in the right format.

An opintionated skill to prepare a marimo notebook to make it ready for a scheduled run.

Generate anywidget components for marimo notebooks.

Write a marimo notebook in a Python file in the right format.

Write a marimo notebook in a Python file in the right format.

Generate anywidget components for marimo notebooks.

Work inside a running marimo notebook's kernel — execute code, create cells, and build a notebook as an artifact. Use when the user wants to start a marimo notebook or work in an active marimo session.

Helps create or update a conductor.json file for a project. Use when setting up Conductor scripts, configuring workspace setup/run/archive commands, or when the user asks about conductor.json configuration.