What is coreai-models?

A set of agent skills for creating, exporting, compiling, and running PyTorch machine-learning models on Apple silicon using Core AI.

Use it to prepare PyTorch models for Apple silicon, compile them for Core AI, and run them there.

It brings the model workflow into one place, so you do not have to manage each Core AI step separately.

coreai-models — Plugin by apple

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 apple/coreai-models

agentmods

npx agentmods add plugins/apple/coreai-models/marketplace

Clone the repo

git clone --depth 1 https://github.com/apple/coreai-models

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

coreai-models 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 2d 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.

.claude-plugin/marketplace.json · 19 lines

What it actually says

{
  "name": "coreai-models",
  "metadata": {
    "description": "Agent skills for authoring, exporting, compiling, and running Core AI models on Apple silicon.",
    "version": "0.1.0"
  },
  "owner": {
    "name": "Apple"
  },
  "plugins": [
    {
      "name": "coreai-skills",
      "description": "Skills for authoring, exporting, compiling, and running PyTorch models on Apple silicon via Core AI.",
      "version": "0.1.0",
      "source": "./skills"
    }
  ]
}

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.

2d ago First seen · 19 lines scan A 931ae8f89b69

Subscribe to this mod's changes

coreai-models is a plugin published in the GitHub repository apple/coreai-models (2,025 stars, last pushed 3d ago), licensed BSD-3-Clause. 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 2026-08-30.

Data and AI

coreai-models

Getting it into your agent

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

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