Marimo Batch
koaning/gitcharts
An opintionated skill to prepare a marimo notebook to make it ready for a scheduled run.
Harvest experiment issue reports and curate docs/reports/index.md only when explicitly requested.
Apache-2.0Auto-check passed
Install Organize Experiments
$ npx skills add marin-community/marin --skill organize-experiments -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install marin-community/marin organize-experiments --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/marin-community/marin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/organize-experiments .claude/skills/organize-experiments && 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 "organize-experiments" agent skill from https://github.com/marin-community/marin/tree/main/.agents/skills/organize-experiments into .claude/skills/organize-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "organize-experiments", 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/marin-community/marin/tree/main/.agents/skills/organize-experimentsType 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 marin-community/marin --skill organize-experiments -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install marin-community/marin organize-experiments --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/marin-community/marin.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/organize-experiments .agents/skills/organize-experiments && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "organize-experiments" agent skill from https://github.com/marin-community/marin/tree/main/.agents/skills/organize-experiments into .agents/skills/organize-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "organize-experiments", 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 marin-community/marin --skill organize-experiments -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install marin-community/marin organize-experiments --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/marin-community/marin.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/organize-experiments .cursor/skills/organize-experiments && 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 "organize-experiments" agent skill from https://github.com/marin-community/marin/tree/main/.agents/skills/organize-experiments into .cursor/skills/organize-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "organize-experiments", 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/marin-community/marin.git --path .agents/skills/organize-experiments--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 marin-community/marin --skill organize-experiments -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install marin-community/marin organize-experiments --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/marin-community/marin.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/organize-experiments .gemini/skills/organize-experiments && 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 "organize-experiments" agent skill from https://github.com/marin-community/marin/tree/main/.agents/skills/organize-experiments into .gemini/skills/organize-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "organize-experiments", 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 marin-community/marin organize-experimentsInstalls 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 marin-community/marin --skill organize-experiments -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/marin-community/marin.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/organize-experiments .github/skills/organize-experiments && 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 "organize-experiments" agent skill from https://github.com/marin-community/marin/tree/main/.agents/skills/organize-experiments into .github/skills/organize-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "organize-experiments", 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 marin-community/marin --skill organize-experiments -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install marin-community/marin organize-experiments --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/marin-community/marin.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/organize-experiments .opencode/skills/organize-experiments && 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 "organize-experiments" agent skill from https://github.com/marin-community/marin/tree/main/.agents/skills/organize-experiments into .opencode/skills/organize-experiments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "organize-experiments", 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
organize-experiments- GitHub stars
- 3.9k
- Token cost
- ~645 tokens
- SKILL.md length
- 300 words
- Files
- 1
- Skills in repo
- 41
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Harvest experiment issue reports and curate docs/reports/index.md only when explicitly requested.
- Works in 6 steps: Run uv run… → Open the diff for docs/reports/index.md… → For each experiment → …
- SKILL.md covers Overview, Prerequisites, Guidelines for Humans and Rules for Agents, plus 2 more sections
- Calls uv and rg; reaches wandb.ai and img.shields.io
What it does
Organize Experiments is an agent skill from marin-community/marin. Harvest experiment issue reports and curate docs/reports/index.md only when explicitly requested.
Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Weights & Biases. The repository describes itself as: Open-source framework for the research and development of foundation models. The licence is Apache-2.0.
Example prompts
- “/organize-experiments”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Run uv run scripts/pm/itemize_experiment_issues.py to append new experiments.
- Open the diff for docs/reports/index.md and identify the additions in ## Uncategorized.
- For each experiment
- If an experiment truly does not fit, leave it under ## Uncategorized and add a note explaining why.
- Proofread for duplicate bullets, broken Markdown, and consistent title casing.
- Commit the curated report, open a PR, or, if an interactive agent, signal to the user to look.
What it can do on your machine
Read from SKILL.md and the folder at commit 61bb85c. 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:
uvrg
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
wandb.aiimg.shields.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
Organize Experiments loads about 645 tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 300 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
The full file from marin-community/marin at commit 61bb85c, republished under its Apache-2.0 licence (© marin-community). 300 words, ~645 tokens.
Download SKILL.mdSave it as
.claude/skills/organize-experiments/SKILL.md (or your agent's skills folder).- name
- organize-experiments
- description
- Harvest experiment issue reports and curate docs/reports/index.md only when explicitly requested.
Skill: Organize Experiment Reports
Overview
Curate docs/reports/index.md after new experiment issues are harvested: fold fresh entries into the right sections, refresh links, and leave ## Uncategorized empty.
Prerequisites
- Local checkout of the marin repository with write access.
- Ability to run
uvcommands. - Familiarity with the existing experiment categories in
docs/reports/index.md.
Guidelines for Humans
Standard Workflow
- Run
uv run scripts/pm/itemize_experiment_issues.pyto append new experiments. - Open the diff for
docs/reports/index.mdand identify the additions in## Uncategorized. - For each experiment:
- Match it to an existing section (e.g.,
Training and Performance,Data Experiments). - Merge new WandB links into the canonical entry in that section.
- Remove the placeholder entry from
## Uncategorized.
- Match it to an existing section (e.g.,
- If an experiment truly does not fit, leave it under
## Uncategorizedand add a note explaining why. - Proofread for duplicate bullets, broken Markdown, and consistent title casing.
- Commit the curated report, open a PR, or, if an interactive agent, signal to the user to look.
Link Hygiene
- Prefer direct
https://wandb.ai/...links when available; keep legacyapi.wandb.ailinks only if the direct share link does not exist. - Do not add Data Browser links. The service was retired in #8624; the script collects only WandB URLs.
- Preserve access tokens embedded in links.
Rules for Agents
- NEVER delete existing sections or conclusions.
- Keep badge styling consistent:
[]next to each experiment title. - When merging new content, update the canonical entry instead of duplicating it.
- Leave
## Uncategorizedempty whenever possible; a single placeholder sentence is fine. - Ask for guidance if an experiment does not map cleanly to known categories.
Validation
rg "^- " docs/reports/index.mdto confirm bullets exist only under curated sections, not under## Uncategorized.- Re-run
uv run scripts/pm/itemize_experiment_issues.pyif unsure that all experiments were captured. - Optional:
markdownlint docs/reports/index.mdto catch formatting drift.
See Also
scripts/pm/itemize_experiment_issues.pyfor source data generation..agents/skills/archive-experiments/SKILL.mdfor retiring legacy experiments.
© marin-community, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .agents/skills/organize-experiments of marin-community/marin.
Open the folder on GitHubat commit 61bb85c
Compare with similar skills
Organize Experiments 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 |
|---|---|---|---|---|---|---|
| Organize Experiments this skillmarin-community/marin | 3.9k | — | ~645 | Automated safety check: Pass | Apache-2.0 | |
| Marimo Batchkoaning/gitcharts | 145 | 1 repos | ~819 | Automated safety check: Notes | None | |
| Weights & Biases Experiment TrackingOrchestra-Research/AI-Research-SKILLs | 13k | 9 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Comparefcakyon/phd-skills | 415 | — | ~1.2k | Automated safety check: Pass | MIT | |
| ML Experiment IterationLeeroo-AI/superml | 195 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | |
| LaminDB Biological Data Managementdavila7/claude-code-templates | 32k | 12 repos | ~3.6k | Automated safety check: Pass | MIT |
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Compare
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ML Experiment Iteration
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Produces ranked, evidence-grounded next steps when an ML experiment has stalled, drawing on a Leeroopedia knowledge base or on fetched docs and issues.
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Related
Works with
Questions about Organize Experiments
What does Organize Experiments do?
Harvest experiment issue reports and curate docs/reports/index.md only when explicitly requested. Organize Experiments is an agent skill from marin-community/marin.md only when explicitly requested.
How do I install Organize Experiments in Claude Code?
Run `npx skills add marin-community/marin --skill organize-experiments -a claude-code`. Or copy the skill folder (.agents/skills/organize-experiments in marin-community/marin) into .claude/skills/organize-experiments in your project. Claude Code loads it when a task matches its description.
How do I install Organize Experiments in Codex?
Run `npx skills add marin-community/marin --skill organize-experiments -a codex`. Or copy the skill folder (.agents/skills/organize-experiments in marin-community/marin) into .agents/skills/organize-experiments in your project. Codex loads it when a task matches its description.
Can I use Organize Experiments 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 marin-community/marin --skill organize-experiments -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/organize-experiments, .gemini/skills/organize-experiments, .github/skills/organize-experiments and .opencode/skills/organize-experiments in your project.
What does Organize Experiments need to run?
Going by SKILL.md and its folder, Organize Experiments needs the command-line tools its instructions call (uv and rg).
Does Organize Experiments access the network?
SKILL.md names 2 domains. In commands or code: wandb.ai and img.shields.io; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Organize Experiments 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 Organize Experiments use?
Organize Experiments is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Organize Experiments use?
About 645 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Organize Experiments?
Skills that share tags, products or a category with Organize Experiments: Marimo Batch (koaning/gitcharts, 145 stars), Weights & Biases Experiment Tracking (Orchestra-Research/AI-Research-SKILLs, 13k stars), Compare (fcakyon/phd-skills, 415 stars) and ML Experiment Iteration (Leeroo-AI/superml, 195 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Organize Experiments?
marin-community (a GitHub organization) maintains it in marin-community/marin, which has 3,920 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on October 9, 2026.
Source: marin-community/marin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.