koaning

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 starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

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

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.…

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.

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.

Write or revise documentation in Simplified Technical English (ASD-STE100), a controlled-language standard for clear, unambiguous technical writing. Use when the user asks to simplify, tighten, or review docs (README, guides, comments, API docs) for clarity,…

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.