skills.rest
MMXC
MMXCCOMMUNITY
Explore all skills by this author →
GitHub

pol-probe

Define Proof of Life probes with hypothesis, risk, success criteria, and disposal planning.

Updated Feb 16, 2026
Search Tags:#validation#prototyping#product development#hypothesis testing#lean#risk mitigation
One-click install
npx skills add https://github.com/MMXC/openclaw-back --skill pol-probe-mmxc
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pol-probe
Source: https://github.com/MMXC/openclaw-back/tree/main/pm-skills/skills/pol-probe
Command: npx skills add https://github.com/MMXC/openclaw-back --skill pol-probe-mmxc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you validate hypotheses and de-risk product decisions by creating lightweight, disposable "Proof of Life" (PoL) probes before investing in expensive development.

Core Features & Use Cases

  • Define PoL Probes: Use a structured template to document your hypothesis, risk, prototype type, success criteria, and disposal plan.
  • Select Prototype Type: Choose from five flavors (Feasibility Check, Task-Focused Test, Narrative Prototype, Synthetic Data Simulation, Vibe-Coded PoL Probe) to match your learning goal.
  • Use Case: Before building a new feature, create a PoL probe to test a critical assumption, like whether users can complete a key task with a proposed workflow, using a simple interactive prototype.

Quick Start

Use the pol-probe skill to generate a new PoL probe document using the provided template.

Frequently Asked Questions about pol-probe

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

FAQPage Schema
What is a Proof of Life probe in product development?▼

A Proof of Life (PoL) probe is a lightweight validation artifact used to test hypotheses and surface risks before significant development. It helps de-risk product decisions early.

How do I validate product hypotheses without building the full feature?▼

To validate hypotheses without full development, create a lightweight probe using a structured template. Document your risk, success criteria, and disposal plan to test assumptions cheaply before committing resources.

What types of prototypes can I use for lean hypothesis testing?▼

For lean hypothesis testing, you can choose from five prototype flavors: feasibility checks, task-focused tests, narrative prototypes, synthetic data simulations, and vibe-coded probes to match your specific learning goal.

When should I use a feasibility check versus a narrative prototype?▼

Use a feasibility check to test if a proposed workflow is technically possible, and use a narrative prototype when you need to test the user story and concept. Select the flavor that matches your specific learning goal.

Do I need any specific framework to start risk mitigation with disposable prototypes?▼

No specific framework is required to start risk mitigation with disposable prototypes. You generate a probe document by adhering to a strict template defining your hypothesis, risk, success criteria, and disposal plan.

Related Skills

Explore More Product & Management Skills→
deanpetersdeanpeters
6.4k

recommendation-canvas

Generates a structured AI recommendation canvas with problem framing, hypotheses, risks, and next steps.

Community
Advanced
hujianbesthujianbest
1

hf-experiment

Create minimal probe plans to validate blocking product hypotheses.

Community
Advanced
slgoodrichslgoodrich
121

prioritization-methods

Prioritize features using RICE, ICE, MoSCoW, Kano, and weighted scoring frameworks.

Community
Basic
bahayonghangbahayonghang
16

image-to-ui-skill

Convert UI screenshots into interactive HTML/CSS/JS prototypes.

Community
Advanced