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pol-probe

Document and execute lightweight, disposable validation experiments to surface risks before production software builds.

Updated Mar 16, 2026
Search Tags:#validation#learning#hypothesis-testing#pol-probe#prototype-flavors#disposable-probes
One-click install
npx skills add https://github.com/RebelHawk-TK/DeepThinkTrader --skill pol-probe-rebelhawk-tk
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pol-probe
Source: https://github.com/RebelHawk-TK/DeepThinkTrader/tree/main/.agents/skills/pol-probe
Command: npx skills add https://github.com/RebelHawk-TK/DeepThinkTrader --skill pol-probe-rebelhawk-tk

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PoL probes provide a lightweight, disposable validation artifact designed to surface harsh truths before expensive development, helping teams avoid prototype theater and costly bets.

Core Features & Use Cases

  • Disposable, narrowly scoped experiments to test a single hypothesis
  • Explicit disposal plans to prevent technical debt
  • Five prototype flavors to match different risk scenarios
  • Structured templates for documenting hypotheses, timelines, and learnings
  • Facilitates rapid learning and risk reduction before building production software

Quick Start

Create a PoL Probe by defining a single falsifiable hypothesis, selecting a prototype flavor, and documenting disposal in the PoL Probe Template.

Frequently Asked Questions about pol-probe

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

FAQPage Schema
What is a disposable PoL probe for hypothesis testing?▼

A disposable PoL probe is a lightweight validation experiment designed to test a single falsifiable hypothesis and surface harsh truths before building production software. It includes explicit disposal plans to prevent technical debt.

How do I validate a risky product idea before committing to development?▼

To validate a risky idea, define a falsifiable hypothesis, select one of five prototype flavors, set a success criteria threshold, and document a disposal plan using a structured PoL probe template. This captures learnings while preventing technical debt.

Can I use PoL probes for synthetic data simulations and narrative prototypes?▼

Yes, PoL probes support synthetic data simulations, narrative prototypes, feasibility checks, task-focused tests, and vibe-coded experiments. You select the matching prototype flavor to validate the specific risk scenario.

What is the best way to avoid prototype theater when testing new features?▼

The best way to avoid prototype theater is running narrowly scoped, disposable PoL probes with explicit success criteria thresholds and disposal plans. This ensures you capture rapid learnings and reduce risk without accumulating technical debt.

When should I not use disposable validation experiments for product testing?▼

You should avoid using disposable validation experiments when you lack a clearly defined hypothesis, cannot establish a success criteria threshold, or are unable to define an explicit disposal plan to prevent technical debt.

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