# UX Researcher Designer

> UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.

- Skill: `mahabdalla/ux-researcher-designer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add mahabdalla/ux-researcher-designer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/mahabdalla/ux-researcher-designer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: mahabdalla (https://skillmd.com/u/mahabdalla)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/mahabdalla/ux-researcher-designer

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# UX Researcher & Designer

Comprehensive toolkit for user-centered research and experience design.

## Core Capabilities
- Data-driven persona generation
- Customer journey mapping
- Usability testing frameworks
- Research synthesis and insights
- Design validation methods

## Key Scripts

### persona_generator.py
Creates research-backed personas from user data and interviews.

**Usage**: `python scripts/persona_generator.py [json]`

**Features**:
- Analyzes user behavior patterns
- Identifies persona archetypes
- Extracts psychographics
- Generates scenarios
- Provides design implications
- Confidence scoring based on sample size

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