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usage-insights

Generate on-device usage insights with SwiftData and Swift Charts.

114|8|Updated Mar 4, 2025
Search Tags:#analytics#insights#dashboard#swiftdata#recap#user activity#swiftcharts
One-click install
npx skills add https://github.com/gustavscirulis/snapgrid --skill usage-insights-gustavscirulis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: usage-insights
Source: https://github.com/gustavscirulis/snapgrid/tree/main/.claude/skills/skills/generators/usage-insights
Command: npx skills add https://github.com/gustavscirulis/snapgrid --skill usage-insights-gustavscirulis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides users with a clear, on-device understanding of their own app usage patterns, helping them track activity, identify trends, and gain personalized insights without sending data externally.

Core Features & Use Cases

  • On-Device Analytics: Records user activity events locally using SwiftData.
  • Personalized Insights: Computes statistics like streaks, most active days, and top categories.
  • Interactive Dashboard: Displays insights through customizable cards and charts.
  • Shareable Recaps: Generates "Spotify Wrapped-style" summaries for sharing.
  • Use Case: A user wants to see how much time they spent in the app last week, which features they used most, and get a summary of their activity.

Quick Start

Show me my weekly usage statistics.

Frequently Asked Questions about usage-insights

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

FAQPage Schema
How do I track user activity and generate on-device analytics in Swift?▼

Build a Spotify Wrapped-style recap in Swift by computing personalized statistics from locally recorded SwiftData activity events, then displaying interactive summaries that users can share directly from the app.

Can I visualize app usage statistics locally using Swift Charts without sending data externally?▼

Yes, you can display SwiftData user activity events in Swift Charts by computing personalized statistics such as most active days and top categories, then rendering them as customizable cards and charts within an interactive dashboard.

Does this on-device usage insights approach work with SwiftData for recording events?▼

Yes, this usage insights approach works with SwiftData by recording user activity events locally to compute statistics like most active days and top categories, then displaying them through an interactive dashboard without external data transmission.

What is the best way to show personalized app usage streaks and top categories in an iOS app?▼

The best way to show personalized app usage streaks and top categories in an iOS app is to record user activity events with SwiftData, compute statistics locally, and display them through interactive dashboard charts without external data transmission.

Are there limitations to generating user-facing analytics entirely on-device?▼

Limitations of generating user-facing analytics entirely on-device include relying solely on SwiftData local storage capacity and Swift Charts rendering, meaning insights are restricted to local activity events without external data transmission or cross-device syncing.

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