skills.rest
wfukatsu
wfukatsuCOMMUNITY
Explore all skills by this author →
GitHub

generate-persona

Generate job-to-be-done personas with job stories and persona cards.

12|1|Updated Mar 23, 2026
Search Tags:#design thinking#user research#personas#product development#jobs-to-be-done
One-click install
npx skills add https://github.com/wfukatsu/nexus-architect --skill generate-persona-wfukatsu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: generate-persona
Source: https://github.com/wfukatsu/nexus-architect/tree/main/skills/product/generate-persona
Command: npx skills add https://github.com/wfukatsu/nexus-architect --skill generate-persona-wfukatsu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of crafting detailed, job-based personas for product development. It helps ensure personas are grounded in real user jobs and research.

Core Features & Use Cases

  • Generate Job Stories: Creates job stories from target group situations to understand their functional, emotional, and social needs.
  • Create Persona Cards: Outputs persona cards with context, behaviors, JTBD, Pains, Gains, and verbatim quotes.
  • Designate Primary Persona: Allows designation of a primary persona versus secondary and anti-personas.

Quick Start

Use the /product:generate-persona command to generate personas with the specified input file or directory.

Frequently Asked Questions about generate-persona

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

FAQPage Schema
How do I create job-to-be-done personas from user research data?▼

Yes, you can designate a primary persona versus secondary and anti-personas. The tool outputs structured persona cards that explicitly categorize each profile based on your product development priorities.

What is a job story in product development and how does it map to a persona?▼

A job story frames user needs by capturing functional, emotional, and social dimensions from a target group situation. It maps directly to persona profiles by providing traceable context, pains, gains, and verbatim quotes.

How do I generate persona cards with pains, gains, and verbatim quotes?▼

You generate persona cards by providing user input data that captures situational context and behaviors. The system processes this data to output structured persona files containing designated primary personas, JTBD, pains, gains, and verbatim quotes.

Do I need to provide my own user research data to generate JTBD personas?▼

Yes, you must supply your own user research data as input. The persona generation requires user-provided input files or directories to construct evidence-based job stories and structured persona profiles.

What's the best way to structure user inputs for persona generation?▼

The best way to structure user inputs is to organize them by situational, emotional, and social needs. Processing structured inputs allows the system to generate detailed job stories and persona cards with traceable origins and evidence.

Can I designate a primary persona versus secondary personas in product development?▼

Yes, you can designate a primary persona versus secondary and anti-personas during generation. The tool outputs structured persona cards that explicitly categorize each profile based on your product development priorities.

Related Skills

Explore More Product & Management Skills→
Itinerant18Itinerant18

ux-researcher-designer

Generates user personas and design implications from raw user data and interviews using Python 3.

Community
Intermediate
jtucker9jtucker9

user-story-generator

Generate prioritized user stories with acceptance criteria, story points, and epic groupings.

Community
Intermediate
VictorHueniVictorHueni

business-model-canvas

Generate Business Model and Value Proposition Canvases for documenting business strategies.

Community
Advanced
YIKUAIBANZIYIKUAIBANZI
107

forge-persona

Distill conversational voice and interaction habits into persona.md and persona.json profiles.

Community
Advanced