Foundation Models on Device
デバイス上基盤モデルの実装パターン、量子化、最適化、およびプライバシーを考慮した推論。
Install
/plugin marketplace add affaan-m/ECCThe repo is a Claude Code plugin marketplace. Run /plugin afterwards to pick the plugin that includes this skill.
npx skills add affaan-m/ECC --skill foundation-models-on-devicegit clone --depth 1 https://github.com/affaan-m/ECC.git /tmp/ECC
mkdir -p ~/.claude/skills
cp -r /tmp/ECC/docs/ja-JP/skills/foundation-models-on-device ~/.claude/skills/foundation-models-on-devicePersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# FoundationModels: On-Device LLM (iOS 26)
Patterns for integrating Apple's on-device language model into apps using the FoundationModels framework. Covers text generation, structured output with `@Generable`, custom tool calling, and snapshot streaming — all running on-device for privacy and offline support.
## When to Activate
- Building AI-powered features using Apple Intelligence on-device
- Generating or summarizing text without cloud dependency
- Extracting structured data from natural language input
- Implementing custom tool calling for domain-specific AI actions
- Streaming structured responses for real-time UI updates
- Need privacy-preserving AI (no data leaves the device)
## Core Pattern — Availability Check
Always check model availability before creating a session:
```swift
struct GenerativeView: View {
private var model = SystemLanguageModel.default
var body: some View {
switch model.availability {
case .available:
ContentView()
case .unavailable(.deviceNotEligible):
Text("Device not eligible for Apple Intelligence")
case .unavailable(.appleIntelligenceNotEnabled):
Text("Please enable Apple Intelligence in Settings")
case .unavailable(.modelNotReady):
Text("Model is downloading or not ready")
case .unavailable(let other):
Text("Model unavailable: \(other)")
}
}
}
```
## Core Pattern — Basic SessionDetails
- Skill name
foundation-models-on-device- Repository
- affaan-m/ECC
- Path
docs/ja-JP/skills/foundation-models-on-device/SKILL.md- License
- MIT
- Repo updated
- 30 October 2026
- Listed in
- hesreallyhim/awesome-claude-code
FAQ
What does the Foundation Models on Device skill do?
デバイス上基盤モデルの実装パターン、量子化、最適化、およびプライバシーを考慮した推論。
How do I install the Foundation Models on Device skill?
Claude Code plugin: /plugin marketplace add affaan-m/ECC. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Foundation Models on Device popular?
It lives in affaan-m/ECC, which has 293,665 GitHub stars and 43,456 forks, and is included in 1 curated skill list.
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