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Agent skill

Export ML Project

by probabl-ai in probabl-ai/skills

Coordinate on-demand export: executed notebooks and/or an offline MkDocs documentation site.

BSD-3-ClauseAuto-check passedFrontend & Design

Install Export ML Project

skills CLI
$ npx skills add probabl-ai/skills --skill export-ml-project -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install probabl-ai/skills export-ml-project --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/export-ml-project .claude/skills/export-ml-project && rm -rf skills-src

Use ~/.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/

Facts

Skill name
export-ml-project
GitHub stars
137
Token cost
~538 tokens
SKILL.md length
263 words
Files
2
Skills in repo
23
Repo updated
First seen
Licence
BSD-3-Clause

At a glance

Coordinate on-demand export: executed notebooks and/or an offline MkDocs documentation site.

  • Works in 5 steps: python -m skore_skills status. Read… → AskUserQuestion with allow_multiple. Say… → After the answer, and not in the… → …
  • A generic export request
  • SKILL.md covers Human-facing prose, Sequence and Stop conditions
  • Calls python, git and uv

What it does

Export ML Project is an agent skill from probabl-ai/skills. Coordinate on-demand export: executed notebooks and/or an offline MkDocs documentation site. Trigger on a generic "export" request, or to flip the notebooks/site gates after setup.

Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `evals/evals.json`).

It sits in Frontend & Design, covering Static sites and blogs. The repository describes itself as: Tabular Data Science Skills for guardrailing AI Agents. The licence is BSD-3-Clause.

When your agent uses it

  • A generic export request
  • Flip the notebooks/site gates after setup

Example prompts

  • “export”
  • “/export-ml-project”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. python -m skore_skills status. Read policy.notebooks,
  2. AskUserQuestion with allow_multiple. Say first, in 2–4
  3. After the answer, and not in the question, persist each box
  4. Load each selected child only if status.skills. is true;
  5. Load triage-ml-task only if status.skills.triage-ml-task

What it can do on your machine

Read from SKILL.md and the folder at commit 73564e4. 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
    • git
    • uv

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git and uv, which can reach the network depending on how they are called.

    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

Export ML Project loads about 538 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 263 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~50
When it runs · the whole SKILL.md, loaded when a task matches
~538

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 probabl-ai/skills at commit 73564e4, republished under its BSD-3-Clause licence (© probabl-ai). 263 words, ~538 tokens.

Download SKILL.mdSave it as .claude/skills/export-ml-project/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
export-ml-project
description
Coordinate on-demand export: executed notebooks and/or an offline MkDocs documentation site. Trigger on a generic "export" request, or to flip the notebooks/site gates after setup.

Export ML Project

Ordering only. Children own convert and site commands.

Human-facing prose

Details: setup-workspace references/human_facing_prose.md. The multi-select uses Executed notebooks and Documentation site. Do not put skill ids, convert flags, or the wrapper CLI in the question.

Sequence

  1. python -m skore_skills status. Read policy.notebooks, policy.site, and skills.

  2. AskUserQuestion with allow_multiple. Say first, in 2–4 lines, what each box authorizes (toolchain installs, convert re-execution, a built site), the recorded flags (policy.notebooks and policy.site: true, false, or not recorded), and that both answers persist as policy. A file link is an addition, never the context. The question's last line is exactly: Select each one you want. Write nothing after that line.

    • Executed notebooks
    • Documentation site

  3. After the answer, and not in the question, persist each box this turn: selected → python -m skore_skills policy set notebooks true (or site); a box the user does not select → false. Do not leave them null. Do not write notebooks or site into JOURNAL; policy is the record.

  4. Load each selected child only if status.skills.<id> is true; else one-line skip. Do not invent that skill's steps:

    • notebooks → export-ml-notebook (installs toolchain if this is the first yes, then convert; --html only if the user wants the notebook viewer on the site)
    • site → export-ml-site (installs mkdocs-material if first yes, init if needed, then build; never convert)

  5. Load triage-ml-task only if status.skills.triage-ml-task is true; else stop.

Stop conditions

  • Do not git end-turn or git commit.
  • Do not invent convert or mkdocs steps when the child skill is missing.
  • Do not pixi add / uv add from this coordinator.

© probabl-ai, BSD-3-Clause. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/export-ml-project of probabl-ai/skills.

  • SKILL.md
  • evals/evals.json

Open the folder on GitHubat commit 73564e4

Compare with similar skills

Export ML Project 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.

Export ML Project compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Export ML Project this skillprobabl-ai/skills137—~538Automated safety check: PassBSD-3-Clause
Tabler Astro Dev Servertabler/tabler42k—~1.2kAutomated safety check: PassMIT
Create Docsvictorgarciaesgi/nuxt-typed-router4132 repos~2.8kAutomated safety check: PassMIT
Tabler Astro Component Scriptstabler/tabler42k—~2.1kAutomated safety check: PassMIT
Paperclip Pagepaperclipai/paperclip99k—~1kAutomated safety check: PassMIT
Kill AI Slopyetone/kill-ai-slop1.3k—~1.4kAutomated safety check: PassApache-2.0

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Categories

Questions about Export ML Project

What does Export ML Project do?

Coordinate on-demand export: executed notebooks and/or an offline MkDocs documentation site. Export ML Project is an agent skill from probabl-ai/skills. Coordinate on-demand export: executed notebooks and/or an offline MkDocs documentation site.

When should I use Export ML Project?

Export ML Project fits situations like: A generic export request; flip the notebooks/site gates after setup.

How do I install Export ML Project in Claude Code?

Run `npx skills add probabl-ai/skills --skill export-ml-project -a claude-code`. Or copy the skill folder (skills/export-ml-project in probabl-ai/skills) into .claude/skills/export-ml-project in your project. Claude Code loads it when a task matches its description.

How do I install Export ML Project in Codex?

Run `npx skills add probabl-ai/skills --skill export-ml-project -a codex`. Or copy the skill folder (skills/export-ml-project in probabl-ai/skills) into .agents/skills/export-ml-project in your project. Codex loads it when a task matches its description.

Can I use Export ML Project 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 probabl-ai/skills --skill export-ml-project -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/export-ml-project, .gemini/skills/export-ml-project, .github/skills/export-ml-project and .opencode/skills/export-ml-project in your project.

What does Export ML Project need to run?

Going by SKILL.md and its folder, Export ML Project needs the command-line tools its instructions call (python, git and uv). Our summary lists: Python 3.

Does Export ML Project access the network?

SKILL.md contains no URLs. Its commands use git and uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Export ML Project 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 Export ML Project use?

Export ML Project is published under the BSD-3-Clause licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Export ML Project use?

About 538 tokens (SKILL.md is roughly 2.2k 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 Export ML Project?

Skills that share tags, products or a category with Export ML Project: Tabler Astro Dev Server (tabler/tabler, 42k stars), Create Docs (victorgarciaesgi/nuxt-typed-router, 413 stars), Tabler Astro Component Scripts (tabler/tabler, 42k stars) and Paperclip Page (paperclipai/paperclip, 99k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Export ML Project?

probabl-ai (a GitHub organization) maintains it in probabl-ai/skills, which has 137 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 7, 2026.

Source: probabl-ai/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.