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pol-probe-advisor

Recommend a Proof of Life probe type based on hypothesis, risk, and resources.

Updated Jul 5, 2026
Search Tags:#product management#product validation#hypothesis testing#risk assessment#Proof of Life probe
One-click install
npx skills add https://github.com/archerli/skill-set --skill pol-probe-advisor-archerli
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pol-probe-advisor
Source: https://github.com/archerli/skill-set/tree/main/%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86/Product-Manager-Skills-main/skills/pol-probe-advisor
Command: npx skills add https://github.com/archerli/skill-set --skill pol-probe-advisor-archerli

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill guides product managers in selecting the appropriate Proof of Life (PoL) probe type based on their hypothesis, risk, and available resources.

Core Features & Use Cases

  • Proof of Life (PoL) Probe Selection: Offers a decision framework for choosing between 5 types of PoL probes (Feasibility Check, Task-Focused Test, Narrative Prototype, Synthetic Data Simulation, Vibe-Coded PoL Probe).
  • Interactive Experience: Uses adaptive questioning to recommend the best probe type based on user input.
  • Documentation Generation: Generates a pol-probe artifact for documenting the chosen probe type, including hypothesis, success criteria, and disposal plan.
  • Facilitation Protocol: Defines a default interaction protocol (workshop-facilitation) for the skill.

Quick Start

Use the pol-probe-advisor skill to select the right Proof of Life probe for your hypothesis and risk.

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 validation?▼

A Proof of Life (PoL) probe is a product validation method that tests a hypothesis against identified risks before committing significant development resources to an idea.

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

To choose the right product validation probe, you must assess your hypothesis, evaluate technical or market risks, and determine available resources to match them with an appropriate test type.

What are the different types of Proof of Life probes available?▼

The five Proof of Life probe types are feasibility checks, task-focused tests, narrative prototypes, synthetic data simulations, and vibe-coded probes, each suited for different validation scenarios.

When should I use a synthetic data simulation versus a narrative prototype?▼

Use a synthetic data simulation to validate complex data-driven logic, whereas a narrative prototype is better for testing user comprehension and overall product concept flow.

Does the Proof of Life probe advisor generate documentation for my team?▼

Yes, the advisor generates a pol-probe artifact that documents the chosen probe type, including the initial hypothesis, success criteria, and a disposal plan.

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