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Vision: Apple System API Audit & Product Roadmap#7

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Vision: Apple System API Audit & Product Roadmap#7
irangareddy wants to merge 1 commit intomainfrom
vision/apple-api-audit

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Summary

  • Audited 14 Apple system APIs for Mood-Map enhancement opportunities
  • Identified critical gaps where users manually enter data that could be automated (weather, location, sleep, exercise)
  • Produced a comprehensive VISION.md with phased integration roadmap and privacy principles

APIs Covered

Priority API Key Opportunity
P1 HealthKit Auto-fill sleep/exercise; write HKStateOfMind to Apple Health
P1 WeatherKit Auto-detect weather at check-in — removes 7-option manual picker
P1 CoreLocation Reverse-geocode to suggest place; geofencing prompts
P1 Speech + Natural Language On-device voice note transcription + sentiment analysis
P2 AppIntents / Siri "Hey Siri, I'm feeling anxious" voice mood entry
P2 CoreML On-device mood prediction from user's own historical data
P2 Foundation Models AI-generated weekly reflections — fully on-device
P2 WidgetKit (enhanced) Interactive lock screen widgets (iOS 17+)
P3 ActivityKit Daily mood Live Activity + Dynamic Island
P3 watchOS App Quick wrist check-in with live heart rate
P3 Journaling Suggestions Surface entries in Apple Journal via HealthKit
P3 BackgroundTasks Pre-fill check-in fields before app opens
P4 CoreMotion Motion activity context at check-in
P4 SensorKit Passive ambient/usage context (requires entitlement)

Test plan

  • Review VISION.md for accuracy and completeness
  • Validate API availability against minimum deployment target (iOS 16)
  • Confirm phased roadmap aligns with project priorities

🤖 Generated with Claude Code

Comprehensive vision doc covering 14 Apple APIs (HealthKit, WeatherKit,
CoreLocation, Speech, NL, AppIntents, CoreML, Foundation Models, ActivityKit,
WidgetKit, watchOS, Journaling Suggestions, BackgroundTasks, SensorKit)
with integration plans, phased roadmap, and privacy principles.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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