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rshankras
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usage-insights

Generate user usage statistics and personalized insights dashboards with SwiftData.

603|51|Updated Oct 29, 2025
Search Tags:#dashboard#swiftdata#recap#user insights#usage statistics#activity summary#swift charts
One-click install
npx skills add https://github.com/rshankras/claude-code-apple-skills --skill usage-insights
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: usage-insights
Source: https://github.com/rshankras/claude-code-apple-skills/tree/main/skills/generators/usage-insights
Command: npx skills add https://github.com/rshankras/claude-code-apple-skills --skill usage-insights

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you understand user behavior by generating on-device usage statistics, activity summaries, and personalized insights, making it easy to visualize engagement.

Core Features & Use Cases

  • Usage Statistics: Track and display user activity metrics.
  • Personalized Insights: Compute and present insights like streaks, top categories, and activity summaries (e.g., weekly recaps, year-in-review).
  • Interactive Dashboards: Visualize data with charts, cards, and period pickers.
  • Shareable Recaps: Generate "Spotify Wrapped-style" visual summaries of user activity.

Quick Start

Generate a weekly recap of user activity with charts and insight cards.

Frequently Asked Questions about usage-insights

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

FAQPage Schema
How do I build an on-device usage statistics dashboard with SwiftData?▼

You can generate a usage statistics dashboard by storing user activity locally with SwiftData and driving reactive UI updates with @Observable, keeping all insights computation entirely on-device.

Can I create weekly recaps and year-in-review summaries for app users?▼

Yes, the system computes personalized insights such as weekly recaps and year-in-review summaries from on-device activity logs, then visualizes them with charts and insight cards.

How do on-device user insights differ from backend analytics?▼

On-device user insights focus strictly on in-app visualization of local SwiftData records for the end user, whereas backend analytics aggregates data remotely for operational monitoring.

How do I generate shareable activity recap screens using Swift Charts?▼

You can generate shareable recap screens by computing activity summaries from local data and rendering the visual results into interactive charts using the Swift Charts framework.

Do I need a backend server to display user activity metrics?▼

No, you do not need a backend server because user activity metrics are tracked, computed, and visualized entirely on-device using SwiftData and @Observable for the interface.

What is the best way to visualize user streaks and top categories locally?▼

The best way to visualize streaks and top categories is by querying local SwiftData storage to compute personalized insights and displaying them reactively in the app interface.

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