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usage-insights

Generate on-device user activity insights for Swift apps using SwiftData.

27|5|Updated Apr 18, 2026
Search Tags:#swift#activity tracking#swiftdata#swift charts#on-device analytics#usage insights#shareable recaps
One-click install
npx skills add https://github.com/bocan/bocan-music --skill usage-insights-bocan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: usage-insights
Source: https://github.com/bocan/bocan-music/tree/main/.claude/skills/generators/usage-insights
Command: npx skills add https://github.com/bocan/bocan-music --skill usage-insights-bocan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the need to build custom user activity tracking and insights features from scratch, while ensuring all sensitive user data remains stored locally on the device for full privacy compliance.

Core Features & Use Cases

  • On-device event tracking: Records user activity events via SwiftData with no backend required, keeping all user data private.
  • Automated insight calculation: Computes streaks, most active periods, top categories, and time spent from raw event data across daily, weekly, monthly, and yearly periods.
  • Shareable recaps: Generates customizable, shareable activity summary screens in the style of Spotify Wrapped for users to post or save.
  • Use Case: For a task management app, use this Skill to automatically show users their weekly task completion streaks, most productive days, and a shareable monthly recap of their work activity.

Quick Start

Use the usage-insights skill to add a weekly activity insights dashboard and shareable recap feature to your Swift iOS or macOS app.

Frequently Asked Questions about usage-insights

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I implement on-device activity tracking in Swift without a backend?▼

You can implement on-device activity tracking using SwiftData to record user events locally, eliminating the need for backend analytics infrastructure while keeping all data private on the device.

What's the best way to generate shareable activity recaps for an iOS app?▼

Generate shareable activity recaps by computing streaks, active periods, and top categories from SwiftData events, then displaying the summary on a customizable screen similar to Spotify Wrapped for users to save or post.

Can I use Swift Charts to visualize usage statistics from SwiftData?▼

Yes, you can use Swift Charts to visualize usage statistics by aggregating raw SwiftData event data into daily, weekly, monthly, and yearly insight periods for dashboard display.

Does this approach to on-device analytics work for macOS apps as well as iOS?▼

On-device analytics works for both macOS and iOS apps, utilizing modern Swift concurrency and @Observable frameworks to calculate insights and generate dashboards across Apple platforms.

How are automated usage insights calculated from raw event data?▼

Automated usage insights are calculated by processing raw SwiftData event records to compute streaks, most active periods, top categories, and total time spent across daily, weekly, monthly, and yearly timeframes.

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