proto-persona

Generate assumption-based persona profiles from research, market data, and stakeholder knowledge.

1|Updated Mar 3, 2026
One-click install
npx skills add https://github.com/Johnnnmai/100x-product-manager --skill proto-persona-johnnnmai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: proto-persona
Source: https://github.com/Johnnnmai/100x-product-manager/tree/main/skills/proto-persona
Command: npx skills add https://github.com/Johnnnmai/100x-product-manager --skill proto-persona-johnnnmai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps product teams quickly create an initial, assumption-based persona profile to align on target users early in the development process, guiding design and identifying research gaps.

Core Features & Use Cases

  • Hypothesis Generation: Synthesizes existing research, market data, and stakeholder knowledge into a working user hypothesis.
  • Alignment Tool: Provides a shared reference point for "who we're building for" to prevent generic design.
  • Research Guidance: Identifies gaps in understanding that require validation through user research.
  • Use Case: Kickstarting a new feature, you can use this Skill to draft a "Proto-Persona" for your target user based on initial market assumptions, which then informs your first round of user interviews.

Quick Start

Use the proto-persona skill to create a new persona profile for a startup founder.

Frequently Asked Questions about proto-persona

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

FAQPage Schema
What is a proto-persona in product strategy?

A proto-persona is an assumption-based user profile synthesizing market data and stakeholder knowledge to form a working hypothesis about your target user. It aligns teams early in development and identifies gaps requiring validation through user research.

How do I create a hypothesis-driven user persona?

To create a hypothesis-driven user persona, synthesize existing user research, market data, and stakeholder knowledge into an initial profile. This working hypothesis guides design decisions and highlights specific research gaps to validate during upcoming user interviews.

When do I need to use an assumption-based persona?

You need an assumption-based persona when kickstarting a new feature or product to quickly align teams on target users. It prevents generic design by providing a shared reference point before conducting extensive, validated user research.

Can I draft user profiles before conducting user interviews?

Yes, you can draft user profiles before user interviews by building a proto-persona from initial market assumptions. This approach generates a working user hypothesis that informs your first round of interviews and highlights specific knowledge gaps to investigate.

Does a proto-persona replace validated user research?

No, a proto-persona does not replace validated user research but instead guides it. The initial assumption-based profile identifies specific gaps in understanding that require validation, evolving into a robust persona as more information is gathered.

How does a proto-persona align product teams?

A proto-persona aligns product teams by providing a shared reference point for target users early in development. By synthesizing stakeholder knowledge into a working hypothesis, it ensures everyone builds for the same user profile and prevents generic design.