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pol-probe-advisor

Guide product managers to select PoL probe types from hypothesis and risk inputs.

Updated Mar 30, 2026
Search Tags:#validation#decision-framework#product-management#hypothesis-testing#pol-probe#probe-type
One-click install
npx skills add https://github.com/omeragaakbas/zoyare --skill pol-probe-advisor-omeragaakbas
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pol-probe-advisor
Source: https://github.com/omeragaakbas/zoyare/tree/main/.claude/skills/pol-probe-advisor
Command: npx skills add https://github.com/omeragaakbas/zoyare --skill pol-probe-advisor-omeragaakbas

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Guide product managers through selecting the right PoL probe flavor based on their hypothesis, risk, and available resources, ensuring the cheapest prototype reveals the harsh truth rather than the prototype they're most comfortable building.

Core Features & Use Cases

  • Adaptive context gathering: the agent collects hypothesis, risk, timeline, and resource inputs to tailor validation.
  • Five PoL probe flavors: Feasibility Check, Task-Focused Test, Narrative Prototype, Synthetic Data Simulation, and Vibe-Coded PoL Probe.
  • Structured decision workflow: Step 0 context, Step 1 core question, Step 2 recommended probe, Step 3 execution planning, Step 4 optional refinement.
  • Artifact generation: option to produce a pol-probe.md artifact documenting hypothesis, success criteria, timeline, and disposal plan.
  • A real-world guide: when faced with a risky AI concept and a short window, the framework recommends a suitable probe to learn fast.

Quick Start

Describe your hypothesis, risk, timeline, and resources, and I will guide you to the right PoL probe.

Frequently Asked Questions about pol-probe-advisor

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

FAQPage Schema
What is a PoL probe in product management and when do I need one?▼

A PoL probe is a cheap prototype used to eliminate a specific risk or test a narrow hypothesis, revealing harsh truths fast. You need one when facing a risky concept with limited resources and want the cheapest validation approach.

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

To choose the right PoL probe type, you assess your hypothesis, risk level, timeline, and available resources. This framework guides you through a structured decision workflow to match your constraints with the most effective probe flavor.

What are the different PoL probe flavors available for hypothesis testing?▼

The five PoL probe flavors are Feasibility Check, Task-Focused Test, Narrative Prototype, Synthetic Data Simulation, and Vibe-Coded PoL Probe. Each targets different validation needs based on your specific risk and resource constraints.

Can this framework generate documentation for my product validation plan?▼

Yes, the framework can optionally generate a pol-probe.md artifact. This artifact documents your hypothesis, success criteria, timelines, and disposal plan, providing a structured record for your product validation process.

How do I run a PoL probe when I have a short timeline and limited resources?▼

When facing a short window and limited resources, provide your hypothesis, risk, timeline, and resource inputs to the framework. It will recommend a suitable probe type and execution plan to learn fast without overbuilding.

When should I not use a PoL probe for product validation?▼

You should avoid using a PoL probe if your goal is broad exploration rather than eliminating a specific risk or testing a narrow hypothesis. PoL probes are designed for targeted, fast validation, not comprehensive product development.

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