coreml SKILL.md skillA
coreml from jordancoin/ios-skills-collection is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jordancoin/ios-skills-collection/coreml@git:20260329.893209fPins git:20260329.893209f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jordancoin/ios-skills-collection
- Path
skills/dpearson2699--coreml/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260329.893209f, committed Mar 29, 2026
- Size
- 17,061 bytes
- Repository stars
- 6
- License
- a license file GitHub does not identify
Integrate and optimize Core ML models in iOS apps for on-device machine learning inference. Covers model loading (.mlmodelc, .mlpackage), predictions with auto-generated classes and MLFeatureProvider, compute unit configuration (CPU, GPU, Neural Engine), MLTensor, VNCoreMLRequest, MLComputePlan, multi-model pipelines, and deployment strategies. Use when loading Core ML models, making predictions, configuring compute units, or profiling model performance.
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 Swift Integration Load, configure, and run Core ML models in iOS apps. This skill covers the Swift side: model loading, prediction, MLTensor, profiling, and deployment. Target iOS 26+ with Swift 6.3, backward-compatible to iOS 14 unless noted. > **Scope boundary:** Python-side model conversion, optimization (quantization, > palettization, pruning), and framework selection live in the `apple-on-device-ai` > skill. This skill owns Swift integration only. See [references/coreml-swift-integration.md](references/coreml-swift-integration.md) for complete code patterns including actor-based caching, batch inference, image preprocessing, and testing. ## Contents - [Loading Models](#loading-models) - [Model Configuration](#model-configuration) - [Making Predictions](#making-predictions) - [MLTensor (iOS 18+)](#mltensor-ios-18) - [Working with MLMultiArray](#working-with-mlmultiarray) - [Image Preprocessing](#image-preprocessing) - [Multi-Model Pipelines](#multi-model-pipelines) - [Vision Integration](#vision-integration) - [Performance Profiling](#performance-profiling) - [Model Deployment](#model-deployment) - [Memory Management](#memory-management) …
Read the whole file at its exact version.
How to install
mdr add jordancoin/ios-skills-collection/coreml@sha256:071173b735b37650The line at the top of this page pins the label git:20260329.893209f, 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_e3eklfxmaovsoeeo)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 29, 2026.
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 (17061 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
jordancoin/ios-skills-collection · 6 stars · license a license file GitHub does not identify · pushed 2026-09-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_e3eklfxmaovsoeeo GET https://markdownregistry.com/api/v1/resolve?ref=jordancoin/ios-skills-collection/coreml GET https://markdownregistry.com/api/v1/blob/071173b735b37650e81b8bec0810a3c5e91dd9c22da23564aaa98e43ffab0d34
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.