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pol-probe-advisor

Guide PMs to select PoL probe types from hypothesis, risk, and resources.

6.4k|767|Updated Feb 5, 2026
Search Tags:#validation#risk-management#hypothesis#probe#product-management#PoL
One-click install
npx skills add https://github.com/deanpeters/Product-Manager-Skills --skill pol-probe-advisor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pol-probe-advisor
Source: https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/pol-probe-advisor
Command: npx skills add https://github.com/deanpeters/Product-Manager-Skills --skill pol-probe-advisor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill guides PMs to select the most effective PoL probe type based on their hypothesis, risk, and resources.

Core Features & Use Cases

  • Interactive decision framework to map hypotheses, risks, timelines, and available resources to the appropriate PoL probe type.
  • Supports five PoL probe flavors: Feasibility Check, Task-Focused Test, Narrative Prototype, Synthetic Data Simulation, and Vibe-Coded PoL Probe.
  • Provides structured steps, tooling recommendations, success criteria, disposal plans, and artifact generation to accelerate validation.

Quick Start

Provide your hypothesis, risk, timeline, and resources. I will identify the core question, recommend a PoL probe type, and generate a ready-to-use pol-probe artifact.

Frequently Asked Questions about pol-probe-advisor

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

FAQPage Schema
How do I choose the right product validation probe for my hypothesis?▼

A PoL probe is a targeted validation method used to test product hypotheses quickly. This skill helps product managers select the right probe flavor from five options based on specific risks and available resources.

What is a PoL probe and when do I need one for product management?▼

A PoL probe is a targeted validation method used to test product hypotheses quickly. You need a PoL probe when you must verify feasibility, mitigate risks, or validate assumptions before committing significant development resources.

How do I run a feasibility check to validate product risk?▼

To run a feasibility check, provide your hypothesis and resources to generate a structured pol-probe artifact. This includes prescribed steps, tooling recommendations, success criteria, and a disposal plan to accelerate validation.

Can I use synthetic data simulation for rapid hypothesis testing?▼

Yes, synthetic data simulation is one of the five PoL probe flavors supported. It allows you to validate hypotheses using generated data when real data is unavailable, reducing risk before full product development.

What is the best way to validate a product idea with limited resources?▼

The best way to validate with limited resources is selecting a lightweight PoL probe like a narrative prototype or task-focused test. This skill maps your constraints to the most effective probe type for fast validation.

When should I avoid using a vibe-coded PoL probe?▼

You should avoid a vibe-coded PoL probe when your hypothesis requires rigorous data validation or faces high technical risk. In those cases, the skill's decision framework will recommend a feasibility check or synthetic data simulation instead.

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