goms-klm-analysis

Decompose UI workflows into Goals, Operators, Methods, and Selections using GOMS and KLM.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/raintree-technology/agent-starter --skill goms-klm-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: goms-klm-analysis
Source: https://github.com/raintree-technology/agent-starter/tree/main/templates/.claude/skills/goms-klm-analysis
Command: npx skills add https://github.com/raintree-technology/agent-starter --skill goms-klm-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps analyze UI workflows using GOMS and KLM, aiding in task flow comparison, interaction cost reduction, and expert performance modeling.

Core Features & Use Cases

  • Workflow Analysis: Decompose complex workflows into goals, operators, methods, and selections.
  • Performance Estimation: Estimate expert execution time for tasks.
  • UI Redesign Guidance: Identify UI changes for improved efficiency and reduced error-prone transitions.
  • Use Case: When analyzing a complex form submission process, this Skill can help identify the most efficient workflow, reducing the number of clicks and keystrokes required.

Quick Start

Run the goms-klm-analysis skill on the form submission workflow to identify bottlenecks and optimize the user experience.

Frequently Asked Questions about goms-klm-analysis

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

FAQPage Schema
How do I estimate expert execution time for a UI workflow?

To estimate expert execution time for a UI workflow, apply Keystroke-Level Model (KLM) techniques to break down the interface interactions into individual operators, allowing you to calculate the total predicted execution time for tasks like form submission.

What is GOMS analysis used for in UI design?

GOMS analysis in UI design is used to decompose user workflows into Goals, Operators, Methods, and Selection Rules, enabling task flow comparison and identification of bottlenecks in complex interfaces like command palettes.

How do I reduce interaction costs in a complex form submission process?

Reduce interaction costs in a complex form submission process by using GOMS and KLM workflow analysis to identify the most efficient path, minimizing the number of clicks and keystrokes required for expert users.

Do I need external dependencies to run GOMS and KLM performance modeling?

No, you do not need external dependencies to run GOMS and KLM performance modeling, as the analysis operates entirely standalone to decompose workflows and estimate execution times without external packages.

Can I use workflow analysis to compare different command palette designs?

Yes, you can use workflow analysis to compare different command palette designs by applying GOMS selection rules and KLM operator estimations to evaluate the efficiency and execution time of each interface alternative.

What UI changes improve workflow efficiency for dashboard triage?

UI changes that improve dashboard triage workflow efficiency involve reducing error-prone transitions and streamlining operator sequences, identified through KLM performance estimation and GOMS method decomposition.