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ml-training-takin

ml-training-takin is a skill for Claude Code from mareurs/claude-plugins. It costs 14 tokens per session (4,893 once invoked), scanned A, original, no licence file.

A machine-learning aid for problems involving training loops, inference, or the steps that connect a model pipeline.

In plain words
What is it for?
Use it for ML training, inference, or pipeline issues, within the limits of what its documentation supports.
Why use it?
The description does not provide enough detail to say which concrete operations it performs.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the buddy plugin — 12 skills, 12 commands, 5 hooks shipped together

not rated 6repo changed 1mo ago A scan 14 tokens no licence

Good fit Use it for ML training, inference, or pipeline issues, within the limits of what its documentation supports.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mareurs/claude-plugins/ml-training-takin
View source ↗ mareurs/claude-plugins
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 mareurs/claude-plugins --skill ml-training-takin
Clone the repo
git clone --depth 1 https://github.com/mareurs/claude-plugins

Made for: Claude Code.

Or install buddy, the plugin that ships this one along with the rest of its 12 skills, 12 commands, 5 hooks.

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 ml-training-takin

README.md
[![agentmods](https://agentmods.dev/badge/skills/mareurs/claude-plugins/ml-training-takin/github.svg)](https://agentmods.dev/skills/mareurs/claude-plugins/ml-training-takin)
Your own site
<a href="https://agentmods.dev/skills/mareurs/claude-plugins/ml-training-takin"><img src="https://agentmods.dev/badge/skills/mareurs/claude-plugins/ml-training-takin/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 ml-training-takin

Your own site · 80×15
<a href="https://agentmods.dev/skills/mareurs/claude-plugins/ml-training-takin"><img src="https://agentmods.dev/badge/skills/mareurs/claude-plugins/ml-training-takin.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 14 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,893 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 unknown 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 $0.00014 $0.04893
Opus 5.5 $0.00006 $0.01957
Sonnet 5.5 $0.00003 $0.00979
Haiku 4.5 $0.00001 $0.00489

Measured 1mo ago against content hash 8a57b4f5e088, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ml-training-takin 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 1mo 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.

buddy/skills/ml-training-takin/SKILL.md · 162 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 1mo ago Changed · +31 lines 8a57b4f5e088
  2. 2mo ago First seen · 131 lines · 14 tokens per session scan A 3a0ae16057e3

Subscribe to this mod's changes

ml-training-takin is a skill published in the GitHub repository mareurs/claude-plugins (6 stars, last pushed yesterday), with no licence file. It adds 14 tokens to every session and 4,893 once invoked, about $0.0001 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 2026-08-31.

Data and AI
Related

ml-training-takin compared with skills from other repositories

ml-training-takin next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ml-training-takinmareurs/claude-pluginsSkill6yesterdaynoneA14Claude Code
agent-platform-model-registrygoogle/skillsSkill22kyesterdayApache-2.0A60Claude Code, Codex
foundry-config-setupmicrosoft/agent-frameworkSkill15kyesterdayMITA65Claude Code, Codex
google-cloud-solution-agentic-analytics-spark-knowledge-cataloggoogle/skillsSkill22kyesterdayApache-2.0A132Claude Code, Codex
training-checkwanshuiyin/Auto-claude-code-research-in-sleepSkill19k3d agoMITA35Claude Code
nemo-automodel-launcher-configNVIDIA/skillsSkill3.9kyesterdayApache-2.0A30Claude Code
finetuningmicrosoft/skillsSkill3.2kyesterdayMITA132Claude Code