pol-probe-advisor

Match a hypothesis to the cheapest, most informative PoL probe.

Updated Mar 25, 2026

Search Tags:#prototyping #decision-making #product-management #hypothesis-testing #pol-probe #validation-framework

Ready to run

npx skills add https://github.com/EchoNoReturn/task-manager --skill pol-probe-advisor-echonoreturn

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: pol-probe-advisor
Source: https://github.com/EchoNoReturn/task-manager/tree/main/.agents/skills/pol-probe-advisor
Command: npx skills add https://github.com/EchoNoReturn/task-manager --skill pol-probe-advisor-echonoreturn

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a decision framework to help product managers choose the most appropriate Proof of Life (PoL) probe type based on hypothesis, risk, and resources, ensuring fast, targeted validation without overbuilding.

Core Features & Use Cases

An adaptive questioning workflow that maps your hypothesis and risk to one of five PoL probe flavors.
Clear execution guidance with recommended tools, timelines, success criteria, and disposal plans.
Guidance on refining hypotheses to isolate testable variables and avoid validation theater.

Quick Start

Describe your hypothesis, risk, timeline, and resources, then select the core question to receive a recommended PoL probe and a ready-to-use pol-probe artifact plan.

Frequently Asked Questions about pol-probe-advisor

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

FAQPage Schema

What is a Proof of Life probe in product management validation?▼

A Proof of Life (PoL) probe is a lightweight validation method used in product management to test a hypothesis quickly. It maps your defined risk to one of five probe flavors, ensuring fast, targeted validation without overbuilding.

How do I choose the right PoL probe for my hypothesis?▼

To choose the right PoL probe, input your hypothesis, identified risk, timeline, and available resources. The decision framework matches these factors to the cheapest, most informative probe flavor and outputs a ready-to-use artifact plan.

When should I use hypothesis testing probes instead of building an MVP?▼

Use hypothesis testing probes during early validation when you have limited resources and a defined risk. PoL probes isolate testable variables to prevent validation theater, whereas an MVP is built later once core viability is already confirmed.

Does the PoL probe framework work with tight timelines and limited resources?▼

Yes, the PoL probe framework is designed for early validation with limited resources and tight timelines. It requires these exact inputs to recommend a probe flavor that provides the cheapest, most informative validation path for your specific context.

How do I refine a product hypothesis to avoid validation theater?▼

To avoid validation theater, refine your hypothesis to isolate testable variables before probing. The PoL probe framework provides guidance on narrowing your hypothesis so your risk assessment and subsequent validation efforts remain targeted and measurable.