synthetic-user-persona

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Generates diverse AI user personas to autonomously test applications. Simulates beginners, power users, and users with accessibility needs to discover hidden UI/UX flaws.

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Sourcefamaoai-creator/gemini-skills
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NPX Install

npx skill4agent add famaoai-creator/gemini-skills synthetic-user-persona

Tags

Translated version includes tags in frontmatter
ai-user-personasaccessibility-testingexploratory-testingbrowser-automationui-ux-testing

SKILL.md Content

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Synthetic User Persona

This skill takes browser automation to the next level by simulating human behavior and diverse user needs.

Capabilities

1. Persona Generation

  • Creates "Virtual Users" with specific goals, skill levels, and constraints.
  • Includes personas for accessibility testing (e.g., screen reader users, users with motor impairments).

2. Exploratory Testing

  • Instead of following a script, the AI "explores" the UI based on its persona's mental model.
  • Discovers non-obvious bugs and usability friction points.

Usage

  • "Have a 'Novice User' persona try to complete our checkout flow and report any confusion."
  • "Perform an exploratory accessibility audit using three different synthetic personas."

Knowledge Protocol

  • This skill adheres to the 
    knowledge/orchestration/knowledge-protocol.md
    . It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.