Marimo Notebook
minicoohei/ai-agent-camp
marimo ノートブックを正しいフォーマットでPythonファイルに作成するスキル. An agent skill from minicoohei/ai-agent-camp.
Reactive Python notebook system. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
Install Marimo
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills marimo --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo .claude/skills/marimo && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "marimo" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo into .claude/skills/marimo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "marimo", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimoType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills marimo --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo .agents/skills/marimo && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "marimo" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo into .agents/skills/marimo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "marimo", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills marimo --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo .cursor/skills/marimo && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "marimo" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo into .cursor/skills/marimo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "marimo", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills marimo --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo .gemini/skills/marimo && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "marimo" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo into .gemini/skills/marimo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "marimo", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills marimoInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo .github/skills/marimo && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "marimo" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo into .github/skills/marimo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "marimo", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills marimo --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo .opencode/skills/marimo && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "marimo" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo into .opencode/skills/marimo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "marimo", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
marimo- GitHub stars
- 4.5k
- Token cost
- ~2.8k tokens
- SKILL.md length
- 870 words
- Files
- 9 (incl. references)
- Skills in repo
- 369
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Reactive Python notebook system. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
- Works in 4 steps: New to marimo? Start with quickstart.md… → Data analysis workflows? Read… → Building features? Read the relevant… → …
- Assembling Stage 9 notebooks
- SKILL.md covers What is Marimo?, How to Use This Skill, Related Skills and CRITICAL: Stage 9 is Script…, plus 4 more sections
- Calls python
What it does
Marimo is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Reactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells, plotting, app deployment. Use when assembling Stage 9 notebooks, building data apps, or converting Jupyter to marimo .py format.
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including reference files (for example `references/apps-deployment.md`, `references/gotchas.md` and `references/outputs-layouts.md`).
It sits in Data & Analytics, covering Jupyter notebooks. It works with marimo, Python, SQL and Jupyter. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
When your agent uses it
- Assembling Stage 9 notebooks
- Building data apps
- Converting Jupyter to marimo .py format
Example prompts
- “/marimo”
Requirements
- Python 3
- Docker
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- New to marimo? Start with quickstart.md then reactivity.md
- Data analysis workflows? Read validation-patterns.md (REQUIRED for rigorous analysis)
- Building features? Read the relevant topic file
- Having issues? Check gotchas.md first
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
marimo.io
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Marimo loads about 2.8k tokens when it runs, and up to ~16k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 870 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 870 words (~2,775 tokens).
“marimo reactive Python notebook system for reproducible and interactive data work. Covers cell reactivity model, UI elements (sliders, dropdowns, tables, forms), SQL cells, DataFrame display, plotting integration, validation patterns for data pipelines, and deployment as apps, scripts, or WASM. Use…”
- name
- marimo
- metadata.audience
- research-coders
- metadata.domain
- python-library
- metadata.library-version
- 0.19.x
- metadata.skill-last-updated
- 2026-03-28
Files
SKILL.md and 8 other files (references) in skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo of brycewang-stanford/Auto-Empirical-Research-Skills.
- SKILL.md
- references/apps-deployment.md
- references/gotchas.md
- references/outputs-layouts.md
- references/quickstart.md
- references/reactivity.md
- references/sql-data.md
- references/ui-elements.md
- references/validation-patterns.md
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Marimo next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Marimo this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~2.8k | Automated safety check: Pass | Custom licence | |
| Marimo Notebookminicoohei/ai-agent-camp | 347 | — | ~1.5k | Automated safety check: Pass | None | |
| Marimo Developmentaiskillstore/marketplace | 430 | — | ~1.5k | Automated safety check: Pass | None | |
| Wasm Compatibilityericmjl/llamabot | 182 | 2 repos | ~1.6k | Automated safety check: Pass | None | |
| Marimo Paircosanlab/nltools | 131 | 1 repos | ~3k | Automated safety check: Pass | MIT | |
| Marimo Notebookcosanlab/nltools | 131 | 4 repos | ~2.1k | Automated safety check: Pass | MIT |
Similar skills
Marimo Development
aiskillstore/marketplace
Expert guidance for creating and working with marimo notebooks - reactive Python notebooks that can be executed as scripts and deployed as apps.
Wasm Compatibility
ericmjl/llamabot
Check if a marimo notebook is compatible with WebAssembly (WASM) and report any issues.
Marimo Pair
cosanlab/nltools
Work inside a running marimo notebook's kernel — execute code, create cells, and build a notebook as an artifact.
Marimo Notebook
cosanlab/nltools
Write a marimo notebook in a Python file in the right format.
Marimo Pair
PhySpace/SimpleCADAPI
Drive a live marimo notebook as a workspace: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes.
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Related
Categories
Questions about Marimo
What does Marimo do?
Reactive Python notebook system. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Marimo is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Reactive Python notebook system.
When should I use Marimo?
Marimo fits situations like: assembling Stage 9 notebooks; building data apps; converting Jupyter to marimo .py format.
How do I install Marimo in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a claude-code`. Or copy the skill folder (skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/marimo in your project. Claude Code loads it when a task matches its description.
How do I install Marimo in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a codex`. Or copy the skill folder (skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/marimo in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/marimo in your project. Codex loads it when a task matches its description.
Can I use Marimo in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marimo -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/marimo, .gemini/skills/marimo, .github/skills/marimo and .opencode/skills/marimo in your project.
What does Marimo need to run?
Going by SKILL.md and its folder, Marimo needs the command-line tools its instructions call (python). Our summary lists: Python 3; Docker.
Does Marimo access the network?
SKILL.md names 1 domain. As links in the text: marimo.io. This is read from the text; nothing was executed.
Is Marimo safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Marimo use?
Marimo has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Marimo use?
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 13k tokens, read only when the agent opens those files.
What are the alternatives to Marimo?
Skills that share tags, products or a category with Marimo: Marimo Notebook (minicoohei/ai-agent-camp, 347 stars), Marimo Development (aiskillstore/marketplace, 430 stars), Wasm Compatibility (ericmjl/llamabot, 182 stars) and Marimo Pair (cosanlab/nltools, 131 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Marimo?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,517 GitHub stars. The repository holds 369 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.