data-analytics-for-design

Analyze funnels, cohorts, and feature adoption metrics for design decisions.

4|2|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/propane-ai/kits --skill data-analytics-for-design
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: data-analytics-for-design
Source: https://github.com/propane-ai/kits/tree/main/plugins/design/skills/data-analytics-for-design
Command: npx skills add https://github.com/propane-ai/kits --skill data-analytics-for-design

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps designers leverage product analytics to make informed design decisions, ground their work in data, and create more effective UX reports.

Core Features & Use Cases

  • Funnels Analysis: Identify user drop-off points in key flows to pinpoint areas for design improvement.
  • Cohort Analysis: Understand how different user groups behave over time to tailor designs to specific segments.
  • Feature Adoption Tracking: Prioritize design efforts by understanding which features are being used and which may need usability enhancements.
  • Use Case: When designing a new onboarding flow, use funnel data to identify where users are getting stuck and then use cohort data to see if this friction disproportionately affects new users.

Quick Start

Use the data-analytics-for-design skill to analyze the funnel completion rate for the signup flow over the last 30 days.

Frequently Asked Questions about data-analytics-for-design

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

FAQPage Schema
How do I use product analytics to improve UX design decisions?

Use product analytics for UX design decisions by analyzing funnels, cohorts, and feature adoption metrics to identify user drop-off points and behavioral patterns. This enables targeted design improvements and data-backed reporting.

What is funnel analysis used for in UX design?

Funnel analysis in UX design is used to identify user drop-off points in key flows. By tracking where users exit a process, designers can pinpoint specific areas needing design improvement to reduce friction and increase completion rates.

How do I track feature adoption to prioritize design efforts?

Track feature adoption to prioritize design efforts by measuring which features users interact with over time. This helps identify underused features that may need usability enhancements and ensures design resources focus on high-impact areas.

Do I need access to product analytics tools to analyze user behavior for design?

Yes, you need access to product analytics tools to analyze user behavior for design. The skill requires extracting relevant metrics and segments directly from these platforms to ground design briefs and handoffs in behavioral data.

Can cohort analysis help tailor designs for different user groups?

Cohort analysis helps tailor designs for different user groups by revealing how specific segments behave over time. Understanding these patterns allows designers to customize experiences and address friction that disproportionately affects certain users.