pol-probe

Document disposable validation probes with falsifiable hypotheses and disposal plans.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/GP-SoftwareDivision/genova_ai --skill pol-probe-gp-softwaredivision
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pol-probe
Source: https://github.com/GP-SoftwareDivision/genova_ai/tree/main/.agents/skills/pol-probe
Command: npx skills add https://github.com/GP-SoftwareDivision/genova_ai --skill pol-probe-gp-softwaredivision

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Proof-of-Life probes provide a lightweight, disposable way to test riskiest assumptions without building production-ready software. They help teams surface harsh truths early, avoid sunk-cost battles, and decide whether to proceed with a larger MVP.

Core Features & Use Cases

  • Feasibility checks to test technical viability quickly
  • Task-focused tests to validate user tasks and UX
  • Narrative prototypes to secure stakeholder buy-in without building code
  • Synthetic data simulations to model edge cases safely
  • Vibe-coded probes to gather real-user feedback on workflows

Quick Start

Define a single falsifiable hypothesis, select a PoL flavor, set success criteria, and declare a disposal date.

Frequently Asked Questions about pol-probe

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

FAQPage Schema
What is a disposable validation probe and when do I need one for prototype testing?

A disposable validation probe is a lightweight artifact used to test riskiest assumptions and surface harsh truths early. You need one before committing to production to avoid sunk-cost battles and decide whether a larger MVP is viable.

How do I structure a falsifiable hypothesis for a proof-of-life feasibility check?

To structure a falsifiable hypothesis for a proof-of-life feasibility check, define a single assumption, select a probe flavor, set measurable success criteria, and declare a disposal date to generate a compact validation template.

Can I use narrative prototypes and synthetic data simulations for stakeholder buy-in without building production code?

Yes, narrative prototypes and synthetic data simulations secure stakeholder buy-in and model edge cases safely without building production code, serving as disposable probes to validate risk-bound decisions across usability tests.

What is the best way to document a disposable validation artifact before building an MVP?

The best way to document a disposable validation artifact is to produce a compact PoL template detailing the falsifiable hypothesis, risk, success criteria, and disposal plan for your chosen probe flavor.

Does proof-of-life testing work for vibe-based probes and real-user workflow feedback?

Proof-of-life testing works for vibe-based probes by gathering real-user feedback on workflows, allowing teams to validate user tasks and UX quickly before committing to production-ready development.

Why should I set a defined timeline and disposal plan for a feasibility check?

Setting a defined timeline and disposal plan for a feasibility check ensures the validation artifact remains disposable, preventing sunk-cost battles and forcing a clear decision on whether to proceed with a larger MVP.