awesome-marimo-notebook

awesome-marimo-notebook is an Exploratory analysis & notebooks skill for AI agents, published by ericmjl in the skills repository on GitHub. Skillspace rates awesome-marimo-notebook D (60/100) and it passed the safety scan; the rating is based on static analysis only.

Build an awesome marimo notebook that brings a research paper or dataset to life — for competitions, tutorials, demos, or blog companions. Use when asked to "make an awesome marimo notebook," "build a notebook for this paper," "create a competition submission," or pair-program an interactive research explainer on molab. Covers: what makes a notebook engaging (intuition game, real experiment, novel extension, design system), paper selection, narrative arc and proportions, custom anywidget patterns (bi-directional JS<->Python state: JS brushing/selection -> Python region-of-interest; Python variables reactively driving JS), wigglystuff CellTour, effective GPU usage, memory-efficient training (fused STE, gradient checkpointing), parallel review subagents, and a pre-publication polish checklist. CRITICAL: mo is auto-injected (import in ONE cell); every top-level name must be unique across ALL cells; custom anywidget needs model.save_changes() for JS->Python sync; use mo.output.replace()…

Grade

D

Quality

60 / 100

Safety

Passed

GitHub stars

38

Unproven: rated by static analysis only, not yet compared head-to-head.

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