How does it handle data gaps?

The skill is designed to flag any areas where research data is insufficient or where additional user research is required to validate the persona.

Can I use this for B2B and B2C products?

Yes, the skill adapts its output based on the data, including demographics like company size and role for B2B or age and lifestyle factors for B2C.

How many personas does it generate?

The skill is optimized to produce three distinct, non-overlapping personas per analysis to provide a diverse view of your user base.

Does it include the Jobs-to-be-Done framework?

Yes, every persona includes a primary JTBD, the specific context of the job, and the frequency of the task to help define product value.

What kind of data can this skill analyze?

It can process CSV files, Excel spreadsheets, survey responses, and interview transcripts to extract recurring characteristics and user patterns.

User Persona Generator

Name: User Persona Generator
Author: bowiemax

bybowiemax

0•

Data Science & ML

Transforms raw research data into detailed, research-backed user personas featuring JTBD, pain points, and behavioral insights.

The User Personas skill helps product managers and researchers bridge the gap between raw data and actionable strategy by synthesizing survey results, interview transcripts, and CSV data into three distinct user profiles. Each persona is enriched with Jobs-to-be-Done (JTBD) frameworks, primary pain points, desired outcomes, and unique behavioral insights, ensuring your product decisions and feature prioritizations are grounded in empirical evidence rather than assumptions.

Key Features

01Identification of unexpected behavioral patterns and insights

02Automated analysis of CSV, Excel, and interview transcripts

03Validation of insights against actual research data

04Jobs-to-be-Done (JTBD) framework integration

05Evidence-based product fit assessments for each segment

060 GitHub stars

Use Cases

01Creating evidence-based user profiles for product requirement documents (PRDs)

02Synthesizing large volumes of customer survey data into actionable segments

03Identifying unmet user needs and friction points from interview transcripts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bowiemax/pm-skills user-personas

For use in Claude.ai and ChatGPT