Product Management · By Product Management Skills by Pawel Huryn

User Personas

Turn research data into 3 detailed user personas with jobs, pains, and gains.

What it is

This skill analyzes survey responses, interview transcripts, or other research data to create three distinct user personas. Each persona includes their job-to-be-done, pain points, desired outcomes, and unexpected behavioral insights. Perfect for product managers, marketers, and founders who need to understand and segment their users without doing manual analysis.

What it does

  • Reads and analyzes CSV files, Excel sheets, survey responses, or interview transcripts you provide
  • Identifies patterns across your user base and groups similar users into distinct segments
  • Creates 3 detailed personas with demographics, motivations, pain points, and desired gains
  • Surfaces one unexpected insight per persona based on actual behavioral data
  • Assesses how well your product fits each persona's needs and flags gaps

Use it when

  • You have raw research data (surveys, interviews, feedback) and need clear user segments
  • You're building or refining your product strategy and need to understand who you're serving
  • You need to communicate user needs to your team, investors, or stakeholders
  • You're segmenting your market for marketing campaigns or feature prioritization

Add this skill to your AI

Copy the source URL and ask your AI to add it. Most coding agents — Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Windsurf — will fetch and install it for you.

Try this prompt:

Add this skill to my project: https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/user-personas
Made byProduct Management Skills by Pawel Huryn
CategoryProduct Management