Pol Probe

Defines and documents Proof of Life probes for validating product hypotheses.

1|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/zhengxuyu/default-talents --skill pol-probe-zhengxuyu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Pol Probe
Source: https://github.com/zhengxuyu/default-talents/tree/main/product-manager-skills/skills/pol-probe
Command: npx skills add https://github.com/zhengxuyu/default-talents --skill pol-probe-zhengxuyu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you define and document lightweight, disposable validation experiments (Proof of Life probes) to uncover harsh truths about an idea early, preventing wasted development effort on unproven concepts.

Core Features & Use Cases

  • Define PoL Probes: Structure experiments to test specific hypotheses and risks cheaply.
  • Choose Prototype Flavors: Select the most appropriate method (Feasibility Check, Task-Focused Test, Narrative Prototype, Synthetic Data Simulation, Vibe-Coded PoL Probe) for your validation goal.
  • Use Case: Before investing weeks in building a new feature, use a PoL probe to quickly test if users can complete a critical task with a mock-up, or if a technical dependency is even feasible, saving significant development time and resources.

Quick Start

Use the pol-probe skill to document a new validation experiment for the user signup flow.

Frequently Asked Questions about Pol Probe

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

FAQPage Schema
How do I validate product hypotheses before building a feature?

To validate product hypotheses before building, define a Proof of Life (PoL) probe to test specific risks cheaply using disposable prototypes. This structured experiment documents your hypothesis, success criteria, and disposal plan to prevent wasted development effort.

What is a Proof of Life probe in product discovery?

A Proof of Life probe in product discovery is a lightweight, disposable validation experiment designed to uncover harsh truths about an idea early. It structures tests for specific hypotheses and risks before committing significant development resources.

How do I choose the right prototype flavor for hypothesis testing?

Choose the right prototype flavor for hypothesis testing by matching your validation goal to one of five methods: feasibility checks, task-focused tests, narrative prototypes, synthetic data simulations, or vibe-coded probes.

When should I use synthetic data simulations for risk assessment?

Use synthetic data simulations for risk assessment when you need to validate technical dependencies or complex data interactions without investing weeks in building a real feature. This prototype flavor simulates outcomes to de-risk development decisions cheaply.

Can I use task-focused tests to check if users can complete a critical task with a mock-up?

Yes, you can use task-focused tests as a Proof of Life probe to check if users can complete a critical task with a mock-up. This validation method quickly tests usability and task flow before actual development begins.

What limitations should I consider when defining disposable validation artifacts?

When defining disposable validation artifacts, consider that they require a strict disposal plan and clear success criteria to avoid scope creep. These probes are designed for quick, targeted validation, not as production-ready prototypes.