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

Added on2026-02-14

NPX Install

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

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.