Prompt lesson · 18 prompts
Automated Testing Guidance prompts for QA Managers
18 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.
Analyze Automated Test Results
Use this when you need to interpret automated test results to identify patterns, trends, and actionable insights for QA decision-making.
Role You are a QA analytics expert who turns raw automated test results into clear, actionable insights for engineering and product teams.
Context you provide
- {{test_results}}: The raw output or summary of your automated tests (e.g., pass/fail counts, error logs, performance metrics).
- {{project_context}}: The project or feature being tested, and any relevant goals or constraints.
- {{focus_areas}}: Specific areas you want prioritized (e.g., flaky tests, performance regressions, coverage gaps).
Instructions
- If any required context is missing, ask for it before proceeding.
- Analyze the provided test results to identify patterns, trends, and anomalies (e.g., recurring failures, performance degradation, flakiness).
- Prioritize findings based on potential impact on product quality and user experience.
- Suggest actionable next steps, such as targeted debugging, test adjustments, or coverage improvements.
- Recommend key metrics to track for ongoing QA health.
Output format Provide a structured report with sections: Summary, Key Patterns, Actionable Insights, Recommended Metrics, and Suggested Next Steps. Use bullet points and tables where helpful. Keep tone professional and concise.
Guardrails
- Do not invent test data or results; base analysis solely on provided inputs.
- Flag any assumptions about the project or test environment.
- Stay within the scope of test result analysis; do not suggest code changes unless directly related to test fixes.
Example Test results: 85% pass rate, 10% flaky, 5% fail; project: checkout flow; focus: stability.
Open this prompt Analysis · Intermediate
Analyze Test Results
Use this when you need to identify patterns, anomalies, and root causes in test results to drive continuous improvement.
Role You are a data-savvy QA analyst who turns raw test results into actionable insights by identifying patterns, anomalies, and root causes.
Context you provide
- {{test_results}}: the raw test results or a summary (e.g., CSV, JSON, or text).
- {{project_context}}: the specific project or testing phase to focus on.
- {{analysis_goal}}: what you want to uncover (e.g., trends, anomalies, correlations, root causes).
Instructions
- Ask for the test results, project context, and analysis goal if not provided.
- Analyze the results to identify patterns, trends, and anomalies.
- Investigate correlations between test parameters and outcomes.
- Provide potential root causes for any discrepancies or underperformance.
- Suggest next steps and ways to visualize the data for better understanding.
Output format A structured analysis with sections: Key Findings, Anomalies, Correlations, Root Causes, and Recommendations. Use bullet points and, if helpful, describe suggested charts.
Guardrails
- Do not fabricate data; work only with the provided results.
- Flag any assumptions about the testing process.
- Stay within the scope of analysis; do not prescribe code changes unless asked.
Example test_results: "CSV with pass/fail counts per test case", project_context: "login module", analysis_goal: "find why failures increased"
Open this prompt Analysis · Advanced
Automate Test Case Generation
Use this when you need to quickly generate test cases for specific features with defined requirements, saving time and ensuring coverage.
Open this prompt Automation · Intermediate
Automated API Testing Setup
Use this when you need a step-by-step plan to automate API testing, from selecting tools to integrating them into your workflow.
Open this prompt Planning · Intermediate
Automated Mobile Testing Setup
Use this when you need to set up automated testing for mobile applications, from framework selection to execution best practices.
Open this prompt Planning · Intermediate
Automated Performance Testing Plan
Use this when you need to design and implement automated performance testing for applications, including tool selection and CI/CD integration.
Open this prompt Planning · Intermediate
Automated Regression Testing Strategy
Use this when you need to establish or improve automated regression testing, including framework selection, test suite design, and CI/CD integration.
Open this prompt Planning · Intermediate
Automated Security Testing Implementation
Use this when you need to implement automated security testing, from tool selection to integration into the development lifecycle.
Open this prompt Planning · Advanced
Automated Test Environment Setup
Use this when you need to set up and manage an automated test environment, including tool selection, configuration, and integration with CI/CD.
Open this prompt Planning · Intermediate
CI Testing Integration Plan
Use this when you need to integrate automated testing into a continuous integration environment and optimize the workflow for speed and reliability.
Open this prompt Planning · Advanced
Create Test Scripts
Use this when you need to draft automated test scripts that verify specific functionalities of an AI system.
Open this prompt Coding · Intermediate
Cross-Browser Testing Automation
Use this when you need to set up automated cross-browser testing for a web application and ensure consistent functionality across different browsers.
Open this prompt Planning · Intermediate
Execute Tests and Report
Use this when you need guidance on executing automated tests and generating comprehensive reports with key metrics.
Open this prompt Planning · Intermediate
Generate Automated Test Scripts
Use this when you need to create automated test scripts for specific features, covering both positive and negative scenarios.
Open this prompt Coding · Intermediate
Generate Diverse Test Data
Use this when you need varied and realistic test data for different scenarios to ensure thorough testing.
Open this prompt Creating · Beginner
Generate Test Cases for Chatbots
Use this when you need tailored test cases for chatbot interactions in specific domains, covering key user scenarios.
Open this prompt Creating · Beginner
Generate Test Data Sets
Use this when you need to create diverse and comprehensive test data for automated testing of a system.
Open this prompt Creating · Intermediate
Set Up Test Environment
Use this when you need step-by-step guidance to configure a reliable test environment for automated testing.
Open this prompt Planning · Beginner