craft-ml

craft-ml is a plugin for Claude Code from Tasachii/Tasachii-Tools. Its manifest loads nothing; the 3 skills it bundles cost 377 tokens per session together, scanned A, original, MIT.

A set of machine-learning workflow skills that help teams build models with careful testing and record each experiment. Machine learning means teaching software to make predictions from examples.

In plain words
What is it for?
Use it to choose evaluation measures, create a simple baseline, check training code for leakage, share one evaluation process, and keep a record of experiment hypotheses and results.
Why use it?
It helps prevent misleading results caused by data leakage, where information from the test data accidentally influences training, and makes experiments easier to compare and trust.

Plugin for Claude Code

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.

Claude Code
/plugin marketplace add Tasachii/Tasachii-Tools
agentmods
npx agentmods add plugins/tasachii/tasachii-tools/craft-ml
Clone the repo
git clone --depth 1 https://github.com/Tasachii/Tasachii-Tools

Made for: Claude Code.

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 craft-ml

README.md
[![agentmods](https://agentmods.dev/badge/plugins/tasachii/tasachii-tools/craft-ml.svg)](https://agentmods.dev/plugins/tasachii/tasachii-tools/craft-ml)
Your own site
<a href="https://agentmods.dev/plugins/tasachii/tasachii-tools/craft-ml"><img src="https://agentmods.dev/badge/plugins/tasachii/tasachii-tools/craft-ml.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 3 skills cost 377 tokens a session between them.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

craft-ml 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 4d 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.

plugins/craft-ml/.claude-plugin/plugin.json · 9 lines

What it actually says

{
  "name": "craft-ml",
  "version": "0.1.0",
  "description": "ML discipline in three skills: ml-baseline forces the boring-first workflow (the right metric, a leak-free split, the dumbest baseline, one shared eval harness), leak-check audits training code for data leakage and its cousins and rules on whether the reported metric can be trusted, and experiment-log keeps a hypothesis-first ledger of every run inside the repo.",
  "author": {
    "name": "Phasathat Jaruchitsophon"
  }
}
Contents

What it installs

The manifest is a name and a version. 3 skills travel with it, and installing the plugin installs all of them — 377 tokens a session between them. Each is measured on its own page, and each can be installed alone.

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. 4d ago First seen · 9 lines scan A 6a8ee1c0962f

Subscribe to this mod's changes

craft-ml is a plugin published in the GitHub repository Tasachii/Tasachii-Tools (2 stars, last pushed 1mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. 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 2026-08-31.