value-audit

Evaluates enterprise product demos for value narrative credibility using a five-question QA framework.

Updated Apr 2, 2026
One-click install
npx skills add https://github.com/Hamza-Haadi/disease-risk-classifier-hamza --skill value-audit-hamza-haadi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: value-audit
Source: https://github.com/Hamza-Haadi/disease-risk-classifier-hamza/tree/main/.claude/skills/24-value-audit
Command: npx skills add https://github.com/Hamza-Haadi/disease-risk-classifier-hamza --skill value-audit-hamza-haadi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Functional QA confirms a product works, but demos still fail when pages show empty data, metrics contradict the story, or features exist in isolation. This Skill evaluates whether a product demo tells a credible, compelling story to skeptical enterprise buyers. ## Core Features & Use Cases - Five Questions Framework: Interrogates every page for purpose, value-chain connection, necessity, usability, and proof. - Three-Level Evaluation: Audits at page level, value-flow level, and cross-cutting systemic pattern level with severity ratings. - Demo Readiness Checklist: Binary pass/fail criteria covering environment, data state, value flow, and navigation before any demo. - Combined Audit Orchestration: Sequences technical QA (e2e-runner) with value QA (value-auditor) into a single readiness verdict. - Use Case: Before an investor demo, run the full audit to catch empty pages, contradictory metrics like 100% success with 0 completions, and dead-end navigation, then receive a prioritized fix list. ## Quick Start Run a value audit on the staging environment using the value-audit methodology and output a readiness report with severity-rated issues.

Frequently Asked Questions about value-audit

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

FAQPage Schema
How do I audit a product demo before showing it to enterprise clients?▼

Run the demo readiness checklist covering environment, data state, value flow, and navigation with binary pass/fail criteria. Any CRITICAL failure such as login errors or empty demo-path pages means the demo is not ready.

What is a value audit and how is it different from functional QA?▼

A value audit asks whether the product sells, not just whether it works. It evaluates narrative coherence, data credibility, and value flow connections from a skeptical buyer perspective, catching issues functional tests miss.

How do I run a combined technical and value audit with Playwright?▼

Run Phase 1 technical QA with the e2e-runner agent checking console errors and navigation, then Phase 2 value audit using the value-auditor methodology. MCP browser tools work in the main context or via a general-purpose subagent.

What demo data is required for an enterprise AI platform demo?▼

Minimum viable state includes 3-5 users with varied roles, 3-5 agents with varied trust postures, 2-3 completed objectives, 10+ audit events, and non-zero metrics. Data must be internally consistent and realistic.

Why do product demos fail even when all features work?▼

Demos fail from empty pages, contradictory metrics like 100% success with zero completions, isolated features without value flow connections, and missing proof of outcomes. These credibility issues destroy buyer trust faster than missing features.