export-ml-project

export-ml-project is a skill for Claude Code from probabl-ai/skills. It costs 40 tokens per session (563 once invoked), scanned A, original, BSD-3-Clause.

An export coordinator that lets you choose whether to create executed notebooks, a documentation site, or both for a machine-learning project.

In plain words
What is it for?
Use it for a general export request or to turn notebook and site generation on or off.
Why use it?
It gives one place to set these export choices and saves them as project settings instead of requiring separate decisions each time.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: names the AskUserQuestion tool.

Part of the probabl-skills plugin — 28 skills shipped together

Good fit Use it for a general export request or to turn notebook and site generation on or off.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/probabl-ai/skills/export-ml-project
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add probabl-ai/skills --skill export-ml-project
Clone the repo
git clone --depth 1 https://github.com/probabl-ai/skills

Made for: Claude Code.

Or install probabl-skills, the plugin that ships this one along with the rest of its 28 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for export-ml-project

README.md
[![agentmods](https://agentmods.dev/badge/skills/probabl-ai/skills/export-ml-project/github.svg)](https://agentmods.dev/skills/probabl-ai/skills/export-ml-project)
Your own site
<a href="https://agentmods.dev/skills/probabl-ai/skills/export-ml-project"><img src="https://agentmods.dev/badge/skills/probabl-ai/skills/export-ml-project/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for export-ml-project

Your own site · 80×15
<a href="https://agentmods.dev/skills/probabl-ai/skills/export-ml-project"><img src="https://agentmods.dev/badge/skills/probabl-ai/skills/export-ml-project.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 563 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00040 $0.00563
Opus 5.5 $0.00016 $0.00225
Sonnet 5.5 $0.00008 $0.00113
Haiku 4.5 $0.00004 $0.00056

Measured 15d ago against content hash bcafa3593fd5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

export-ml-project scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 15d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/export-ml-project/SKILL.md · 63 lines

What it actually says

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.
Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 15d ago Changed · +2 lines bcafa3593fd5
  2. 17d ago Changed · +4 lines 8370a32a5263
  3. 28d ago Changed · +1 lines 6f997792a1de
  4. 29d ago First seen · 56 lines · 40 tokens per session scan A fe380bb181f0

Subscribe to this mod's changes

export-ml-project is a skill published in the GitHub repository probabl-ai/skills (140 stars, last pushed 11d ago), licensed BSD-3-Clause. It adds 40 tokens to every session and 563 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-26.

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