ux-task-estimator

Estimate time-on-task, click counts, and efficiency metrics for user workflows.

Updated Feb 6, 2026
One-click install
npx skills add https://github.com/unthinkmedia/DesignExploration --skill ux-task-estimator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ux-task-estimator
Source: https://github.com/unthinkmedia/DesignExploration/tree/main/.claude/skills/ux-task-estimator
Command: npx skills add https://github.com/unthinkmedia/DesignExploration --skill ux-task-estimator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps designers and product managers quantify the efficiency of user workflows by estimating key metrics like time-on-task and click counts, enabling data-driven design decisions.

Core Features & Use Cases

  • Time-on-Task (ToT) Estimation: Calculates the expected time users will spend completing a task, considering reading, decision-making, input, and navigation.
  • Click/Tap Count Estimation: Determines the number of interactions required for a user to achieve their goal.
  • Error Rate Estimation: Assesses the likelihood of user errors based on interface complexity and clarity.
  • Use Case: When comparing two design prototypes for a checkout process, use this Skill to estimate which one will be faster and less error-prone for users.

Quick Start

Estimate the time and clicks required to complete the user flow for creating a new account.

Frequently Asked Questions about ux-task-estimator

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

FAQPage Schema
How do I estimate time-on-task for a user workflow?

Estimate time-on-task by analyzing user steps, content, and interaction elements to calculate expected time spent on reading, decision-making, input, and navigation within a workflow. This provides quantitative insights for measuring task completion efficiency.

Can I compare design alternatives using UX benchmarks?

Compare design alternatives by estimating click counts and time-on-task for each prototype to determine which workflow is faster and less error-prone. This establishes UX benchmarks for data-driven design decisions.

How does click count estimation work for interface interactions?

Click count estimation works by analyzing interaction elements within a user workflow to determine the exact number of taps or clicks required for a user to achieve their goal. It assesses interface complexity and clarity to quantify required interactions.

What is error rate estimation in UX task analysis?

Error rate estimation in UX task analysis assesses the likelihood of user errors by evaluating interface complexity and clarity across user steps. It provides quantitative insights into task completion efficiency and helps set UX benchmarks.

Do I need user testing data to estimate UX task efficiency?

No user testing data is required to estimate UX task efficiency. The Skill applies established UX estimation frameworks to analyze user steps, content, and interaction elements to provide quantitative time and click metrics.

When should I use UX task estimation instead of live analytics?

Use UX task estimation during the design phase before implementation to compare prototypes and set benchmarks. Live analytics require a deployed product, while estimation frameworks quantify time-on-task and clicks from design workflows directly.