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Interface prototypes & usability checks

Build prototypes around target tasks. Use screenshot understanding and frontend code to validate layout, interaction, states, and mobile usability.

What to prepare

Inputs

Requirements, reference interfaces, brand assets, target devices, and key journeys.

What to produce

Deliverables

Interactive prototype, page code, state descriptions, and usability findings.

Step-by-step workflow

Break the work into verifiable stages, then choose models and supporting tools.

  1. 01

    Map the task journey

    Identify what users need to do before organizing information and navigation.

  2. 02

    Analyze references and design

    Read reference screenshots and define components, copy, feedback states, and responsive layouts.

  3. 03

    Build an interactive prototype

    Generate frontend code and run key flows and error states in a real browser.

  4. 04

    Test and iterate

    Test keyboard access, mobile layouts, long text, and empty data, then fix usability problems.

Required model capabilities

Combine models for the actual stages. The directory includes candidates matching one or more of these capabilities.

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Supporting tools

Design toolsFrontend runtimeBrowser & device testing

Selection & delivery checks

  • Visual understanding, frontend development, and browser testing are separate stages.
  • A static screenshot does not prove buttons or submission flows work.
  • Preserve brand consistency and accessible operation.

An example request

Design an interactive prototype from requirements and screenshots, implement frontend code, test key browser flows, and report mobile and usability issues.
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