pol-probe

Document and execute disposable validation experiments with defined hypotheses and disposal plans.

Updated Mar 25, 2026

Search Tags:#validation #prototype #hypothesis #disposal #pol-probe #disposable

Ready to run

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

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PoL probes provide a lightweight, disposable validation artifact designed to surface harsh truths before investing in production software. They help teams de-risk decisions quickly and cheaply.

Core Features & Use Cases

Narrowly test one falsifiable hypothesis using one of five flavors: Feasibility Check, Task-Focused Test, Narrative Prototype, Synthetic Data Simulation, or Vibe-Coded PoL Probe.
Enforce a disposable, time-boxed lifecycle with a clear disposal plan and learnings documentation.
Use for de-risking technical feasibility, user task friction, stakeholder buy-in, or rapid data-driven decision making.

Quick Start

Define a single falsifiable hypothesis, select one of the five PoL flavors, set a disposal plan, build the probe in 2-3 days, run with a small cohort, and dispose after insights are documented.

Frequently Asked Questions about pol-probe

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

FAQPage Schema

How do I validate a hypothesis before building production software?▼

A disposable validation experiment is a lightweight, time-boxed PoL probe designed to surface harsh truths before investing in production software. It enforces a clear disposal plan and learnings documentation to de-risk decisions quickly and cheaply across technical feasibility or user task friction.

What is the best way to test technical feasibility without committing to a full build?▼

To run a disposable PoL probe, define a single falsifiable hypothesis, select one of five flavors (Feasibility Check, Task-Focused Test, Narrative Prototype, Synthetic Data Simulation, or Vibe-Coded PoL Probe), set a disposal plan, build the probe in 2-3 days, test with a small cohort, and dispose after documenting insights.

How do I set up a disposable prototype for rapid stakeholder buy-in?▼

To set up a disposable prototype for stakeholder buy-in, use a Narrative Prototype PoL probe flavor. Build the lightweight probe in 2-3 days, run it with a small cohort to validate assumptions, and execute the disposal plan once learnings are documented to maintain a cheap, honest validation lifecycle.

Can I use synthetic data simulation to de-risk data-driven decisions?▼

PoL probes offer five flavors: Feasibility Check for technical viability, Task-Focused Test for user friction, Narrative Prototype for stakeholder buy-in, Synthetic Data Simulation for data-driven decisions, and Vibe-Coded PoL Probe for rapid disposable validation. Each requires a hypothesis and disposal plan.

What are the limitations of using disposable validation experiments for product de-risking?▼

The limitation of disposable validation experiments is that they narrowly test only one falsifiable hypothesis at a time within a strict 2-3 day build window. They require a lightweight tooling setup and are designed strictly for surfacing harsh truths, not for scaling into production software.