proto-persona

Create structured four-quadrant proto-personas from minimal input.

1|Updated May 13, 2026
One-click install
npx skills add https://github.com/argen/hornero --skill proto-persona-argen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: proto-persona
Source: https://github.com/argen/hornero/tree/main/roles/product-manager/skills/proto-persona
Command: npx skills add https://github.com/argen/hornero --skill proto-persona-argen

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

When user research is limited, this Skill helps teams define a shared, hypothesis-shaped persona to scope a problem or align on a target user.

Core Features & Use Cases

  • Proto-Persona Creation: Build a structured, four-quadrant persona with minimal input.
  • Assumption Identification: Explicitly tag assumptions for later validation.
  • Research Plan Generation: Outputs interview questions to test assumptions.
  • Use Case: A PM is tasked with launching a new product. The team lacks research but needs to decide on the target user. The Skill helps create a proto-persona that the team uses to inform their decision-making process.

Quick Start

Use the proto-persona skill to generate a persona for your next product launch.

Frequently Asked Questions about proto-persona

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

FAQPage Schema
How do I create a user persona when I have no user research data?

To create a proto-persona without user research, you build a lightweight, hypothesis-driven profile from minimal input. This structured approach helps teams align on a target user for product scoping and early-stage discovery before conducting actual interviews.

What is a proto-persona and when should I use it for product scoping?

A proto-persona is a lightweight, hypothesis-driven user profile used for product scoping when in-depth research is unavailable. You should use it during early-stage product discovery to establish a shared understanding of the target user and guide decision-making.

How do I identify and tag assumptions during persona creation?

During proto-persona creation, you explicitly identify and tag assumptions made about the target user. This process ensures that hypotheses are documented for later validation, allowing teams to generate specific interview questions to test those assumptions.

Can I generate interview questions to test proto-persona assumptions?

Yes, you can generate interview questions to test proto-persona assumptions. After creating the structured persona and tagging its underlying hypotheses, the process outputs a targeted research plan designed to validate those specific assumptions through user discovery.

What are the limitations of using hypothesis-driven personas for user discovery?

The limitation of hypothesis-driven personas is that they are based on minimal input rather than validated research. They are intended only for early-stage product alignment and must be followed by assumption validation to ensure accurate user understanding.