usage-insights

Generate on-device usage dashboards and summaries from local activity events.

Updated Jun 2, 2026

Search Tags:#analytics #insights #dashboard #usage #swiftdata #on-device #periodic-summaries

Ready to run

npx skills add https://github.com/ano4l/SiteRent --skill usage-insights-ano4l

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: usage-insights
Source: https://github.com/ano4l/SiteRent/tree/main/skills/generators/usage-insights
Command: npx skills add https://github.com/ano4l/SiteRent --skill usage-insights-ano4l

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many apps struggle to surface meaningful, private usage insights directly on the user's device without sending data to servers. This Skill provides an on-device analytics solution that keeps data private while delivering actionable dashboards and weekly recaps.

Core Features & Use Cases

On-device usage tracking with SwiftData models and a calculation engine to derive insights such as totals, top categories, and streaks.
Interactive dashboard rendering with period selectors (day/week/month/year) and sparkline charts.
Optional shareable recap cards for quick sharing of weekly or yearly highlights.

Quick Start

Install the usage-insights framework and initialize the dashboard; then render InsightsDashboardView and point it at your local UsageEvent stream.

Frequently Asked Questions about usage-insights

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

FAQPage Schema

How do I generate on-device usage insights without sending data to a server?▼

On-device usage insights are generated by processing local activity events through a SwiftData-based calculation engine. This engine derives totals, top categories, and streaks directly on the device to ensure data privacy without requiring server transmission.

How do I build a dashboard with weekly and monthly usage summaries in SwiftData?▼

Build a dashboard with weekly and monthly summaries by rendering a UI dashboard view connected to your local activity event stream. The interface includes period pickers for day, week, month, and year selections, alongside sparkline chart support.

Can I create shareable recap cards for weekly or yearly highlights on iOS?▼

Yes, shareable recap cards can be created to highlight weekly or yearly usage summaries. The calculation engine processes local usage events to generate these personalized recaps, which users can then quickly share directly from the application.

Does this on-device analytics approach support period pickers and sparkline charts?▼

On-device analytics fully supports interactive period pickers and sparkline charts within the dashboard rendering. Users can select daily, weekly, monthly, or yearly periods to visualize their usage trends and derived insights locally.

What is the best way to calculate usage streaks and top categories from local activity events?▼

The best way to calculate usage streaks and top categories is using a pure calculation engine applied to a SwiftData model. This engine analyzes your local activity event stream to derive personalized metrics and totals securely on the device.