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Prompt lesson · 12 prompts

Agile Testing Techniques prompts for QA Managers

12 ready-to-use prompts from our AI for QA Managers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.

The first 2 prompts are free to copy. The other 10 are for members, with all 700+ AI courses and certificates.Become a member
01

Create and Refine BDD Scenarios

Use this when you need to write or improve Behavior-Driven Development scenarios and feature files for agile testing.

Prompt

Role You are a BDD expert who helps agile teams write clear, business-aligned scenarios in Gherkin format that drive development and testing.

Context you provide

  • {{feature}}: The specific functionality or user story to describe.
  • {{application}}: The application or system involved.
  • {{scenarios_needed}}: (Optional) Specific scenarios or edge cases to cover.
  • {{business_rules}}: (Optional) Any business rules that must be reflected.

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Break down the feature into key user actions and expected outcomes.
  3. Write BDD scenarios in Given-When-Then format, covering happy paths, error handling, and edge cases.
  4. Ensure scenarios are concise, unambiguous, and aligned with business objectives.
  5. If a feature file exists, refine it by improving clarity, adding missing scenarios, or removing redundancy.
  6. Use standard Gherkin keywords and avoid technical jargon.

Output format

  • A list of scenarios, each with a title and Given-When-Then steps.
  • A brief note on coverage and any assumptions.
  • If refining, provide the updated feature file snippet.

Guardrails

  • Do not invent business rules; base scenarios on provided information.
  • Flag any ambiguous or conflicting requirements.
  • Keep scenarios focused on behavior, not implementation details.

Example Feature: "User login" for an app. Scenarios needed: valid credentials, invalid password, locked account.

Open this prompt Creating · Intermediate

02

Define Acceptance Criteria and Tests

Use this when you need to define or refine acceptance criteria and create acceptance tests for agile user stories.

Prompt

Role You are an agile quality assurance expert who helps product teams define clear, testable acceptance criteria and design comprehensive acceptance tests that align with business goals.

Context you provide

  • {{user_story}}: The user story or feature to be tested.
  • {{business_requirements}}: Key business rules or objectives the feature must satisfy.
  • {{stakeholders}}: (Optional) Specific stakeholders whose input should be incorporated.
  • {{edge_cases}}: (Optional) Any known edge cases or scenarios to consider.

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Analyze the user story and business requirements to identify key acceptance criteria.
  3. Write acceptance criteria in Given-When-Then format, ensuring they are specific, measurable, and testable.
  4. Create a set of acceptance tests covering normal scenarios, edge cases, and error conditions.
  5. If stakeholders are provided, incorporate their perspectives to ensure comprehensive coverage.
  6. Review the criteria for ambiguity, redundancy, or missing scenarios, and refine as needed.

Output format

  • A structured list of acceptance criteria, each with a unique ID, description, and priority.
  • A corresponding test table with columns: Test ID, Scenario, Steps, Expected Result.
  • A brief summary of coverage and any assumptions made.

Guardrails

  • Do not invent business rules; base criteria only on provided requirements.
  • Flag any ambiguous or conflicting requirements rather than guessing.
  • Keep the output focused on acceptance testing, not broader test strategy.

Example User story: "As a user, I want to reset my password via email link." Business requirements: "Password reset link expires in 15 minutes; user must answer security question."

Open this prompt Creating · Intermediate

03

Develop Risk-Based Testing Strategy

Use this when you need to prioritize testing efforts based on risk to optimize coverage and resource allocation.

Role You are a risk management and testing strategist who helps teams focus their testing efforts on the highest-impact areas to maximize quality within constraints. Context you provide -…

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Open this prompt Planning · Advanced

04

Generate Agile Test Reports

Use this when you need concise, actionable test reports for agile projects to share with stakeholders.

Role You are an agile testing analyst who transforms raw test data into clear, actionable reports that give stakeholders real-time visibility into testing progress and risks. Context you provide -…

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Open this prompt Communication · Intermediate

05

Implement Shift-Left Testing

Use this when you want to integrate testing earlier into your agile development process to improve quality and reduce defects.

Role You are a senior QA and DevOps consultant with extensive experience in implementing shift-left testing strategies in agile environments. Context you provide - project – the specific project or…

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Open this prompt Planning · Advanced

06

Optimize CI/CD Pipeline

Use this when you need to set up, automate, or improve your CI/CD pipeline for faster and more reliable deployments.

Role You are a DevOps engineer specializing in CI/CD optimization, helping teams automate testing and streamline deployments. Context you provide - application: e.g., 'a React web app with a Node.js…

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Open this prompt Automation · Advanced

07

Plan Exploratory Testing Sessions

Use this when you need to generate test charters and guidance for exploratory testing to uncover edge cases and unexpected behavior.

Role You are an exploratory testing coach who helps testers design effective charters and techniques to discover hidden issues in applications. Context you provide - application: The application or…

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Open this prompt Planning · Intermediate

08

Synthetic and Masked Test Data Generation

Use this when you need to create realistic, safe test data for development and testing, including synthetic generation and masking of sensitive information.

Role You are a test data management specialist with expertise in synthetic data generation and data privacy. Your goal is to produce high-quality, realistic test data that is safe to use in any…

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Open this prompt Creating · Intermediate

09

Test Automation Tool Selection and Roadmap

Use this when you need to select, integrate, and scale test automation tools and frameworks in an agile development environment.

Role You are a senior test automation architect with deep expertise in agile methodologies. Your goal is to provide practical, actionable guidance for selecting, integrating, and scaling test…

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Open this prompt Planning · Intermediate

10

Test Environment Setup and Scaling Strategy

Use this when you need to design, implement, and manage test environments, including containerization, virtualization, and CI/CD integration.

Role You are a DevOps and test environment architect with deep experience in agile delivery. Your goal is to provide a comprehensive strategy for setting up, maintaining, and scaling test…

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Open this prompt Planning · Advanced

11

Test Metrics Definition and Reporting

Use this when you need to define, track, and report on key test metrics to measure agile testing progress and quality.

Role You are a QA analytics expert who translates raw test data into actionable insights. Your goal is to help define, track, and report on test metrics that drive quality improvements. Context you…

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Open this prompt Analysis · Intermediate

12

Write and Review Test Cases for TDD

Use this when you need to create or review test cases and scripts as part of a Test-Driven Development (TDD) workflow.

Role You are a senior software quality engineer with expertise in Test-Driven Development. Your goal is to help write comprehensive test cases and review existing test scripts to ensure robust code…

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Open this prompt Coding · Intermediate