persona-designer

Create evidence-based persona briefs from observations and constraints.

9|Updated Aug 20, 2025
One-click install
npx skills add https://github.com/mae616/ai-template --skill persona-designer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: persona-designer
Source: https://github.com/mae616/ai-template/tree/main/.claude/skills/persona-designer
Command: npx skills add https://github.com/mae616/ai-template --skill persona-designer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams shape evidence-based personas from observations and constraints to inform product decisions.

Core Features & Use Cases

  • Hypothesis-driven personas: Create 1–3 personas anchored in observed data, constraints, and goals to guide design choices.
  • Context-aware decision support: Each persona includes purpose, usage scenarios, and decision-relevant constraints to support prioritization.
  • Collaborative synthesis: Bridges research findings, stakeholder goals, and design hypotheses into a concise persona brief.

Quick Start

Provide 1–3 persona briefs for the current product context, including purposes, behaviors, constraints, alternatives, pains, and value, based on observed data and constraints.

Frequently Asked Questions about persona-designer

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

FAQPage Schema
How do I turn user research observations into actionable personas?

To turn user research into actionable personas, organize your facts into hypotheses, observed behaviors, constraints, and quotes to produce ready-to-use persona briefs guiding product decisions.

What is a hypothesis-driven persona and how does it inform design choices?

A hypothesis-driven persona is anchored in observed data, constraints, and goals to guide design choices, bridging research findings and stakeholder objectives into concise design-thinking outputs.

How many personas should I create during user research synthesis?

During user research synthesis, you should create one to three personas, ensuring each brief includes purposes, behaviors, constraints, alternatives, pains, and value based on your observed data.

Do I need raw user research data to generate evidence-based personas?

Yes, generating evidence-based personas requires organizing raw user research data into hypotheses, observed behaviors, and constraints to accurately inform product decisions and design reviews.

When should I use persona briefs for product decision-making?

Use persona briefs for product decision-making during requirements gathering, design reviews, and user research synthesis to provide context-aware support and prioritize features based on decision-relevant constraints.

What is the best way to synthesize stakeholder goals with user research findings?

The best way to synthesize stakeholder goals with user research is through collaborative synthesis, producing concise persona briefs that include purpose, usage scenarios, and decision-relevant constraints.