demand-audit-v2

Assess product demand with multi-agent audit and decision signals.

2|Updated Jan 18, 2026
One-click install
npx skills add https://github.com/ipruning/skills --skill demand-audit-v2
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: demand-audit-v2
Source: https://github.com/ipruning/skills/tree/main/demand-audit-v2
Command: npx skills add https://github.com/ipruning/skills --skill demand-audit-v2

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Demand audit helps decide before investing time and money by providing auditable, debunkable signals about whether a product idea is a real need or a false one, and guides next steps with guardrails.

Core Features & Use Cases

  • Multi-agent demand truth analysis (Bull/Bear/User Reality/Audit) to surface strongest unsolved aspects and risks.
  • Two-stage delivery: Demand Truth and Delivery Truth, plus optional Source Feasibility for data-heavy scenarios.
  • Behavioral research support: archetype creation, interview questions, and minimal validation actions to de-risk bets.
  • Clear decision signals: continue, narrow, pause, or abandon with minimum viable next steps.

Quick Start

Describe your demand idea and target users in a brief paragraph, and I will run a two-stage audit with multi-agent reasoning to produce actionable signals.

Frequently Asked Questions about demand-audit-v2

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

FAQPage Schema
How do I validate if a product idea solves a real need before investing time and money?

Product validation requires assessing demand reality through multi-agent analysis to surface auditable, debunkable signals about whether a need exists, what evidence supports it, and what minimal experiments would test it.

What is multi-agent demand analysis and how does it work for product validation?

Multi-agent demand analysis uses Bull, Bear, User Reality, and Audit agents to stress-test a product idea, surfacing the strongest unsolved aspects and risks to deliver clear continue, narrow, pause, or abandon decision signals.

How to conduct a demand audit for a new product idea step by step?

Describe your demand idea and target users in a brief paragraph to trigger a two-stage audit with multi-agent reasoning, which produces actionable signals, behavioral research support, and minimum viable next steps.

Can I use behavioral research and interview questions to de-risk product bets?

Yes, demand audits support behavioral research by generating user archetypes, interview questions, and minimal validation actions to de-risk bets and determine whether to continue, narrow, pause, or abandon the project.

Does demand audit work for data-heavy scenarios requiring source feasibility checks?

Yes, demand audits offer an optional Source Feasibility stage specifically for data-heavy scenarios, alongside the standard two-stage delivery of Demand Truth and Delivery Truth, to assess source reliability.

What delivery tradeoffs should I consider when evaluating demand truth?

Evaluating demand truth involves analyzing delivery tradeoffs through a two-stage process that weighs Demand Truth against Delivery Truth, ensuring decision criteria account for both market need and implementation feasibility.