apple-intelligence

from rshankras/claude-code-apple-skills

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18 stars3 forksUpdated Jan 25, 2026
npx skills add https://github.com/rshankras/claude-code-apple-skills --skill apple-intelligence

SKILL.md

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

Repository Stats

Stars18
Forks3
LicenseMIT License