pol-probe

Create disposable PoL probes to validate product hypotheses.

6.4k|767|Updated Feb 5, 2026

Search Tags:#validation #learning #prototype #product-management #hypothesis-testing #pol-probe #disposable-probe

Ready to run

npx skills add https://github.com/deanpeters/Product-Manager-Skills --skill pol-probe

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: pol-probe
Source: https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/pol-probe
Command: npx skills add https://github.com/deanpeters/Product-Manager-Skills --skill pol-probe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PoL probes provide a lightweight, disposable way to validate risky product hypotheses before committing significant resources, eliminating guesswork and costly missteps.

Core Features & Use Cases

Five probe flavors: Feasibility Checks, Task-Focused Tests, Narrative Prototypes, Synthetic Data Simulations, and Vibe-Coded PoL Probes to test specific risks.
Disposable validation: Each probe is time-boxed and designed for deletion after learning.
Decision-ready learnings: Documents capture a harsh truth for fast decision-making; supports discovery and prioritization.

Quick Start

Start by choosing a hypothesis and select one of the five probe flavors. Use the PoL Probe Template to document the probe, build a minimal artifact, recruit a small sample, and dispose of the artifact after extracting actionable learnings.

Frequently Asked Questions about pol-probe

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

FAQPage Schema

How do I validate a product hypothesis before committing development resources?▼

You can validate a product hypothesis quickly by deploying a disposable PoL probe, a time-boxed experiment designed to surface harsh truths and be discarded after extracting decision-ready learnings.

What is a disposable prototype for testing product feasibility?▼

A disposable prototype for testing product feasibility is a lightweight PoL probe that checks specific risks, such as technical viability or user task completion, and is deleted immediately after gathering actionable data.

How do I run a synthetic data simulation for product validation?▼

To run a synthetic data simulation for product validation, select the Synthetic Data Simulation probe flavor, document your hypothesis using the PoL Probe Template, and analyze the simulated outcomes to surface potential risks.

What is the best way to test risky product ideas without building a full prototype?▼

The best way to test risky product ideas without a full prototype is using narrative prototypes or vibe-coded probes, which allow you to test specific assumptions quickly and dispose of the artifact after learning.

Do I need any external dependencies to run lightweight product validation experiments?▼

No external dependencies are required to run lightweight product validation experiments; the skill uses a self-contained PoL Probe Template to document hypotheses, risks, and disposal plans without additional tools.

When should I not use disposable probes for product hypothesis testing?▼

You should not use disposable probes when you need permanent production features or long-term data retention, as these probes are strictly time-boxed experiments designed for immediate disposal after decision-ready learnings are captured.