An AI and machine-learning toolkit listing for PyTorch, Transformers, Hugging Face tools, PEFT, TRL, DeepSpeed, and training utilities. It points to a minimax command-line skill.

It is for machine-learning development and model training tasks involving the listed libraries and utilities.

It groups tools used to build, adapt, and train machine-learning models in one add-on.

ai-ml — Plugin for Claude Code by CHENyiru3/AI-Skills-Collections

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.

Clone the repo

git clone --depth 1 https://github.com/CHENyiru3/AI-Skills-Collections

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.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/chenyiru3/ai-skills-collections/ai-ml/github.svg)](https://agentmods.dev/plugins/chenyiru3/ai-skills-collections/ai-ml)

Your own site

<a href="https://agentmods.dev/plugins/chenyiru3/ai-skills-collections/ai-ml"><img src="https://agentmods.dev/badge/plugins/chenyiru3/ai-skills-collections/ai-ml/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.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/chenyiru3/ai-skills-collections/ai-ml"><img src="https://agentmods.dev/badge/plugins/chenyiru3/ai-skills-collections/ai-ml.svg" alt="Reviewed on agentmods" width="80" 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 14 skills cost 706 tokens a session between them.

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.

Security

Grade A, and why

ai-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 yesterday.

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.

.claude-plugin/marketplace.json#ai-ml · 22 lines

What it actually says

{
  "name": "ai-ml",
  "description": "AI/ML — VI methodology, PyTorch, Transformers, PEFT, TRL, distributed training",
  "source": "./skills-market/ai-ml",
  "strict": false,
  "skills": [
    "./deep-learning/jepa-pytorch-development",
    "./deep-learning/pytorch",
    "./llm/bitsandbytes",
    "./llm/browser-use",
    "./llm/huggingface-hub",
    "./llm/peft",
    "./llm/transformers",
    "./llm/trl",
    "./theory/latent-identifiability",
    "./theory/vi-methodology-development",
    "./training/accelerate",
    "./training/datasets",
    "./training/deepspeed",
    "./training/pytorch-lightning"
  ]
}

Contents

What it installs

The manifest is a name and a version. 14 skills travel with it, and installing the plugin installs all of them — 706 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

1 file beside marketplace.json#ai-ml 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.

marketplace.json 7.1 KB

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.

yesterday Changed · +1 lines 8f931d540bdc
3d ago Changed · +10 lines 175278d78a4a
10d ago Changed · +2 lines 3ab2c7b3d29b
1mo ago First seen · 9 lines scan A a31b83fcf76b

Subscribe to this mod's changes

ai-ml is a plugin published in the GitHub repository CHENyiru3/AI-Skills-Collections (2 stars, last pushed 3d 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 2026-10-02.

Data and AI

ai-ml next to 6 plugins from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
ai-mlCHENyiru3/AI-Skills-Collections	Plugin	2	3d ago	MIT	A	—	Claude Code
clip-aware-embeddingscuriositech/some_claude_skills	Plugin	270	9d ago	MIT	A	—	Claude Code
tao-skill-bankNVIDIA-TAO/tao-skill-bank	Plugin	100	yesterday	Apache-2.0	A	—	Claude Code
classifiercardmagic/classifier	Plugin	741	yesterday	none	A	—	Claude Code
databricksdatabricks/databricks-agent-skills	Plugin	400	yesterday	none	A	—	Claude Code, Cursor
twelvelabstwelvelabs-io/twelve-labs-claude-code-plugin	Plugin	26	1mo ago	MIT	A	—	Claude Code
sql-database-pipelinedlt-hub/dlthub-ai-harness	Plugin	65	yesterday	none	A	—	Claude Code