core-ml SKILL.md skillA
core-ml from rshankras/claude-code-apple-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rshankras/claude-code-apple-skills/core-ml@git:20260716.1361023Pins git:20260716.1361023 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rshankras/claude-code-apple-skills
- Path
skills/core-ml/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260716.1361023, committed Jul 16, 2026
- First version recorded
- Feb 27, 2026
- Size
- 15,159 bytes
- Repository stars
- 876
- License
- MIT
Core ML, Create ML, Vision framework, Natural Language framework, on-device ML integration. Use when user wants image classification, text analysis, object detection, sound classification, model optimization, or custom model integration. Covers Core ML vs Foundation Models decision.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Core ML Skills Combined advisory, generator, and workflow skill for integrating machine learning into Apple platform apps. Covers Core ML model integration, Vision framework image analysis, NaturalLanguage framework text processing, Create ML training, and on-device model optimization. ## When This Skill Activates Use this skill when the user: - Wants to add ML capabilities to their app - Needs to integrate a Core ML model (.mlmodel) into an Xcode project - Wants to use the Vision framework for image analysis (faces, text recognition, body pose, object detection) - Wants to use the NaturalLanguage framework for text processing (sentiment, entities, language detection) - Needs to train a custom model with Create ML - Wants to optimize a model for on-device use (quantization, pruning, palettization) - Needs to choose between Core ML and Foundation Models (Apple Intelligence) - Asks about image classification, object detection, sound classification, or tabular data prediction - Wants real-time camera + ML processing ## Decision Guide: Core ML vs Foundation Models Before generating code, determine which framework is appropriate. …
Read the whole file at its exact version.
How to install
mdr add rshankras/claude-code-apple-skills/core-ml@sha256:d12d9afd65b3eef5The line at the top of this page pins the label git:20260716.1361023, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_i2esybsjhtkvetii)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Feb 27, 2026 and Jul 16, 2026, about one every 70 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260716.1361023 latest | 2026-07-16 | 1361023 | 15,159 B | A | view · diff |
| git:20260716.32566aa | 2026-07-16 | 32566aa | 15,272 B | A | view · diff |
| git:20260227.5647d19 | 2026-02-27 | 5647d19 | 15,194 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15159 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
rshankras/claude-code-apple-skills · 876 stars · license MIT · pushed 2026-11-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_i2esybsjhtkvetii GET https://markdownregistry.com/api/v1/resolve?ref=rshankras/claude-code-apple-skills/core-ml GET https://markdownregistry.com/api/v1/blob/d12d9afd65b3eef575ae252c56ec914475bc7d98a415f88207c8398c3f7eb3ba
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.