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.
npx skills add probabl-ai/skills --skill export-ml-projectgit clone --depth 1 https://github.com/probabl-ai/skillsWrote 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.
[](https://agentmods.dev/skills/probabl-ai/skills/export-ml-project)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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
-
python -m skore_skills status. Readpolicy.notebooks,policy.site, andskills. -
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.notebooksandpolicy.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
-
After the answer, and not in the question, persist each box this turn: selected →
python -m skore_skills policy set notebooks true(orsite); a box the user does not select →false. Do not leave themnull. Do not write notebooks or site into JOURNAL; policy is the record. -
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;--htmlonly if the user wants the notebook viewer on the site) - site →
export-ml-site(installsmkdocs-materialif first yes, init if needed, then build; never convert)
- notebooks →
-
Load
triage-ml-taskonly ifstatus.skills.triage-ml-taskis true; else stop.
Stop conditions
- Do not
git end-turnorgit commit. - Do not invent convert or
mkdocssteps when the child skill is missing. - Do not
pixi add/uv addfrom this coordinator.
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.
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.
- 15d ago Changed · +2 lines bcafa3593fd5
- 17d ago Changed · +4 lines 8370a32a5263
- 28d ago Changed · +1 lines 6f997792a1de
- 29d ago First seen · 56 lines · 40 tokens per session scan A fe380bb181f0
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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