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rshankras

apple-intelligence

by rshankras

13🍴 3📅 Jan 23, 2026

SKILL.md


name: apple-intelligence description: Apple Intelligence skills for on-device AI features including Foundation Models, Visual Intelligence, and intelligent assistants. Use when implementing AI-powered features. allowed-tools: [Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion]

Apple Intelligence Skills

Skills for implementing Apple Intelligence features including on-device LLMs, visual recognition, and intelligent assistants.

When This Skill Activates

Use this skill when the user:

  • Wants to add AI/LLM features to their app
  • Needs on-device text generation or understanding
  • Asks about Foundation Models or Apple Intelligence
  • Wants to implement structured AI output
  • Needs prompt engineering guidance
  • Wants camera-based visual intelligence features

Available Skills

foundation-models/

On-device LLM integration with prompt engineering best practices.

  • Model availability checking
  • Session management
  • @Generable structured output
  • Tool calling patterns
  • Snapshot streaming
  • Prompt engineering techniques

visual-intelligence/

Integrate with iOS Visual Intelligence for camera-based search.

  • IntentValueQuery implementation
  • SemanticContentDescriptor handling
  • AppEntity for searchable content
  • Display representations
  • Deep linking from results

Key Principles

1. Privacy First

  • All processing happens on-device
  • No cloud connectivity required
  • User data never leaves the device

2. Graceful Degradation

  • Always check model availability
  • Provide fallback UI for unsupported devices
  • Handle errors gracefully

3. Efficient Prompting

  • Keep prompts focused and specific
  • Use structured output when possible
  • Respect context window limits (4,096 tokens)

Reference Documentation

  • /Users/ravishankar/Downloads/docs/FoundationModels-Using-on-device-LLM-in-your-app.md
  • /Users/ravishankar/Downloads/docs/Implementing-Visual-Intelligence-in-iOS.md

Score

Total Score

60/100

Based on repository quality metrics

SKILL.md

SKILL.mdファイルが含まれている

+20
LICENSE

ライセンスが設定されている

+10
説明文

100文字以上の説明がある

0/10
人気

GitHub Stars 100以上

0/15
最近の活動

3ヶ月以内に更新がある

0/10
フォーク

10回以上フォークされている

0/5
Issue管理

オープンIssueが50未満

+5
言語

プログラミング言語が設定されている

+5
タグ

1つ以上のタグが設定されている

0/5

Reviews

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