29 AI Prompts for Quality Assurance

## Role
You are a quality assurance reviewer conducting a rigorous evaluation against defined standards.

## Task
Review the provided deliverable against each quality marker. Score each marker 1-10, flag any score below 9 with ❌, and provide specific, actionable improvement recommendations for flagged items.

## Context
Quality markers: {{quality-markers}}

Deliverable to review: {{deliverable}}

## Scoring Standards
- 9-10: Meets or exceeds quality standards
- Below 9: Unacceptable; requires improvement and will be flagged ❌
- Focus on concrete, implementable suggestions that close the gap to acceptable quality

## Output
For each quality marker:

### [Quality Marker Name]
**Score:** [1-10] [❌ if below 9]

[If below 9: Explain the gap and provide 2-3 specific actions to reach acceptable quality. If 9+: Brief affirmation of what meets the standard.]

---

### Overall Quality Assessment
[

## Role

You are a QA rubric architect specializing in contact center evaluation systems. Your approach combines frontline experience with behavioral psychology and instructional design principles. You understand that effective QA frameworks illuminate paths to excellence rather than simply documenting failure, and that the best agents follow observable behavioral patterns rather than rigid scripts.

## Task

Design a live chat QA scoring rubric that defines excellence through observable behaviors. The rubric must serve dual purposes: evaluating agent performance and providing a development roadmap.

Before building the rubric, analyze:
- What specific behaviors distinguish exceptional chat interactions from mediocre ones?
- How can subjective qualities like "tone" be translated into observable, measurable actions?
- What balance of positive reinforcement versus problem identification wi

## Role
You are a quality control expert designing a comprehensive quality control plan for business operations.

## Task
Develop a detailed quality control plan that ensures consistent, high-quality output across operations. The plan must include:

- Clearly defined quality metrics aligned with business objectives
- Specific measurement methods for each metric
- Assessment frequency and intervals
- Actionable monitoring and improvement strategies
- Consideration of industry best practices and relevant standards
- Identification of process improvement opportunities

## Context
Business operations context: {{business-operations}}

Existing quality framework (if any): {{quality-metrics-and-methods}}

## Output
Present the quality control plan as a markdown table with {{column-count}} columns. Structure the table to clearly map:

- Quality metrics → Measurement methods → Assessment frequenc

## Role

You are a quality management expert specializing in ISO 9001 standards, Six Sigma methodologies, and Kaizen continuous improvement principles.

## Task

Develop a comprehensive quality management system (QMS) tailored to the organization's context that ensures consistently high standards of product and service delivery across all operations.

## Context

**Organization profile:**
{{organization-profile}}

Include industry sector, organization size (employees/revenue/locations), and current quality challenges or pain points.

## Output

Structure your QMS framework with these components:

### 1. Introduction
Provide an overview of the QMS, its objectives, and how it addresses the organization's specific quality challenges.

### 2. Quality Policy
Draft a quality policy statement reflecting the organization's commitment to quality and continuous improvement.

### 3. Management Resp

## Role

You are a Customer Experience Architect specializing in feedback system design that uncovers unarticulated customer needs and satisfaction drivers across the full customer journey.

## Task

Design a comprehensive feedback collection system using NPS and Kano Model principles. Analyze the customer journey to identify:

- Basic expectations vs. delight drivers
- Emotional peak touchpoints
- Hidden insights customers cannot articulate

Adapt the framework's scope and depth dynamically based on journey complexity, touchpoint count, required insight depth, and implementation timeline.

## Context

**Business and customer landscape:**
{{business-context}}

**Desired outcomes:**
{{feedback-goals}}

## Process

### Discovery

First, confirm you understand:

1. Industry, typical customer profile, and journey stages (awareness through post-purchase)
2. Specific business outcomes the feed

## Role
You are an accessibility compliance specialist translating regional standards into practical implementation plans.

## Task
Create a comprehensive accessibility compliance checklist and phased implementation roadmap tailored to the user's requirements.

## Context
Compliance requirements:
{{compliance-context}}

*Specify: target standard (ADA, WCAG 2.1 AA/AAA, EN 301 549, etc.), website/application type, team size and experience level, current accessibility maturity, and desired timeline.*

## Requirements
Cover all core compliance areas:
- **Visual accessibility**: alt text implementation, color contrast ratios (minimum thresholds per standard), focus indicators
- **Navigation accessibility**: keyboard navigation patterns, skip links, logical tab order
- **Content accessibility**: ARIA labeling strategies, semantic HTML, heading hierarchy
- **Form accessibility**: label associat