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NAODENG / QA

Resource Hub

Find your next step across reusable QA Skills and prompts, wikis, guides, projects, blog posts, and 30-day learning plans.

79 resources

Testing Skills

Executable QA skills for AI agents and testing workflows.

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Acceptance Criteria Review

Use this skill when you need to review acceptance criteria for ambiguity, missing rules, and verifiability; triggers include acceptance criteria review.

Open resource

Accessibility Testing

Use this skill when you need to design accessibility testing against WCAG, keyboard navigation, and assistive technology scenarios; triggers include accessibility testing and a11y testing.

Open resource

Agent Tool Testing

Use this skill when you need to test AI agent tool-call contracts, authorization, failures, and side-effect boundaries; triggers include agent tool testing.

Open resource

AI Agent Testing

Use this skill when you need to test AI agent goals, state, planning, recovery, and safety boundaries; triggers include ai agent testing.

Open resource

AI-Assisted Testing

Use this skill when you need AI-assisted testing workflows such as test data generation, root-cause analysis, and prioritization; triggers include AI-assisted testing and AI for QA.

Open resource

AI Feature Testing

Use this skill when you need to test an AI-enabled product feature for behavior, safety, and user-impact boundaries; triggers include AI feature testing.

Open resource

AI-Generated Test Review

Use this skill when reviewing AI-generated unit, functional, API, or end-to-end tests for false confidence, weak assertions, missing risks, or unsafe test behavior; triggers include AI-generated test review and functional test review.

Open resource

API Contract Testing

Use this skill when you need to verify API contract compatibility, consumer expectations, and schema change risk; triggers include API contract testing.

Open resource

api-test-bruno (EN)

Use this skill when you need to parse multi-format API definitions and generate Bruno collections for executable regression; triggers include Bruno collections and Bruno API testing.

Open resource

Postman API Testing (EN)

Use this skill when you need to design Postman collections, environments, scripts, and Newman-ready API regression plans; triggers include Postman API testing, API testing, and api-test-postman.

Open resource

api-test-pytest (EN)

Use this skill when you need to parse multi-format API definitions and generate Pytest API automation; triggers include Pytest API tests and API automation with Pytest.

Open resource

api-test-restassure (EN)

Use this skill when you need to parse multi-format API definitions and generate Rest Assured Java test classes; triggers include Rest Assured, RestAssured, and Java API automation.

Open resource

api-test-supertest (EN)

Use this skill when you need to parse multi-format API definitions and generate executable Supertest scripts; triggers include Supertest, Node.js API testing, and Supertest automation.

Open resource

API Testing

Use this skill when you need to design API test plans or cases for REST, GraphQL, or gRPC interfaces; triggers include API testing and API test cases.

Open resource

Automation Testing

Use this skill when you need to design automation testing approaches using patterns like POM, data-driven testing, or BDD; triggers include automation testing and test automation strategy.

Open resource

Bug Reporting

Use this skill when you need to write clear, reproducible bug reports with steps, environment details, and evidence; triggers include bug reporting and defect reporting.

Open resource

Capacity Planning Analysis

Use this skill when you need to assess capacity demand, headroom, constraints, and planning assumptions; triggers include capacity planning analysis.

Open resource

Change Impact Analysis

Use this skill when you need to analyze how a code, configuration, or requirement change affects quality scope; triggers include change impact analysis.

Open resource

Code Review

Use this skill when you need a risk-driven code review of a PR/diff with severity-ranked findings and actionable fixes; triggers include code review, PR review,.

Open resource

Distributed Trace Analysis

Use this skill when you need to analyze distributed traces for call paths, latency, errors, and evidence gaps; triggers include distributed trace analysis.

Open resource

Flaky Test Analysis

Use this skill when you need to investigate intermittent test failures from run history and evidence; triggers include flaky test analysis.

Open resource

Functional Testing

Use this skill when you need to design functional test plans or cases for business flows, UI, data, and integrations; triggers include functional testing and functional test cases.

Open resource

LLM Evaluation Design

Use this skill when you need to design LLM evaluation datasets, judges, metrics, and human-review boundaries; triggers include llm evaluation design.

Open resource

LLM Testing

Use this skill when you need to test LLM behavior, failure modes, and evidence-based quality boundaries; triggers include llm testing.

Open resource

Log Analysis

Use this skill when you need to analyze logs into evidence, timelines, anomalies, and follow-up hypotheses; triggers include log analysis.

Open resource

Manual/Exploratory Testing

Use this skill when you need to plan manual or exploratory testing with charters, heuristics, and session records; triggers include manual testing and exploratory testing.

Open resource

Metrics Anomaly Analysis

Use this skill when you need to identify, contextualize, and investigate metric anomalies from observability evidence; triggers include metrics anomaly analysis.

Open resource

Mobile Testing

Use this skill when you need to design mobile test plans for iOS or Android covering functionality, compatibility, performance, network, and security; triggers include mobile testing and app testing.

Open resource

Performance Bottleneck Analysis

Use this skill when you need to form evidence-based performance bottleneck hypotheses and validation steps; triggers include performance bottleneck analysis.

Open resource

Performance Regression Analysis

Use this skill when you need to compare performance evidence across versions and assess regression risk; triggers include performance regression analysis.

Open resource

Performance Result Analysis

Use this skill when you need to interpret performance results, evidence quality, and risk without inventing conclusions; triggers include performance result analysis.

Open resource

performance-test-gatling (EN)

Use this skill when you need Gatling performance scope, simulations, or runnable entry points; triggers include Gatling, Gatling simulations, and Gatling performance testing.

Open resource

JMeter Performance Testing (EN)

Use this skill when you need to design JMeter test plans with Thread Groups, samplers, data sets, assertions, timers, CLI runs, and HTML reports; triggers include JMeter performance testing, performance testing, and performance-test-jmeter.

Open resource

performance-test-k6 (EN)

Use this skill when you need k6 load/stress/spike/soak scope, scripts, or runnable entry points; triggers include k6, k6 scripts, and k6 performance testing.

Open resource

Performance Testing

Use this skill when you need to design performance testing for load, stress, spike, endurance, or capacity objectives; triggers include performance testing and load testing.

Open resource

Performance Workload Modeling

Use this skill when you need to model realistic performance workload, traffic, and acceptance assumptions; triggers include performance workload modeling.

Open resource

PR Test Impact Analysis

Use this skill when you need to determine test impact from a pull request or code diff; triggers include PR test impact analysis.

Open resource

Production Incident Analysis

Use this skill when you need to analyze production-incident evidence, impact, and follow-up actions; triggers include production incident analysis.

Open resource

Production Verification

Use this skill when you need to plan or assess evidence-based production verification after a release; triggers include production verification.

Open resource

Prompt Injection Testing

Use this skill when you need to design safe prompt-injection tests for AI systems and tool boundaries; triggers include prompt injection testing.

Open resource

Prompt Testing

Use this skill when you need to test prompt behavior, regression risk, and output boundaries across versions; triggers include prompt testing.

Open resource

Quality Risk Analysis

Use this skill when you need to identify and prioritize quality risks from product, change, and evidence inputs; triggers include quality risk analysis.

Open resource

Regression Scope Analysis

Use this skill when you need to define risk-based regression scope after a change or release; triggers include regression scope analysis.

Open resource

Regression Test Selection

Use this skill when you need to select an executable regression test set from known test assets; triggers include regression test selection.

Open resource

Requirement Gap Analysis

Use this skill when you need to find missing, conflicting, or untestable requirement information; triggers include requirement gap analysis.

Open resource

Requirements Analysis

Use this skill when you need to analyze requirements, identify test points, boundaries, dependencies, and risks before test design; triggers include requirements analysis and test point analysis.

Open resource

Root Cause Analysis

Use this skill when you need to form and verify evidence-based root-cause hypotheses; triggers include root cause analysis.

Open resource

Security Testing

Use this skill when you need to design security testing around OWASP risks, vulnerability scanning, and penetration scenarios; triggers include security testing and vulnerability testing.

Open resource

Skill Change Verification

Use this skill when selecting and reporting verification for Skill changes; triggers include Skill change verification, quality gates, and evidence levels.

Open resource

Skill Prose Contract Review

Use this skill when reviewing the contract completeness of Skills, Prompts, metadata, or QA documentation; triggers include Skill prose review, Prompt review, and contract audit.

Open resource

Process Prose Trimming

Use this skill when auditing or trimming process residue from Skills, Prompts, comments, or docs; triggers include process prose cleanup, review residue, and current-state rewriting.

Open resource

Test Case Review

Use this skill when you need to review test cases for completeness, clarity, maintainability, and missing scenarios; triggers include test case review and test case QA.

Open resource

Test Case Writing

Use this skill when you need to create high-quality test cases with normal, exception, and boundary scenarios; triggers include test case writing and test design.

Open resource

Test Data Generation

Use this skill when you need to design safe, representative test data from stated constraints; triggers include test data generation.

Open resource

Test Report Review

Use this skill when a test report needs an evidence-consistency review before Human approval; triggers include test report review, quality report audit, test evidence review..

Open resource

Test Reporting

Use this skill when you need to generate test reports with summary, metrics, defect analysis, and risk assessment; triggers include test reporting and QA status report.

Open resource

Test Strategy

Use this skill when you need to define a test strategy covering scope, methods, resources, risks, and quality gates; triggers include test strategy and QA planning.

Open resource

Test Strategy Review

Use this skill when a proposed test strategy needs evidence-based review before Human approval; triggers include test strategy review, strategy approval review..

Open resource

Testability Analysis

Use this skill when you need to assess whether a requirement or design can be efficiently and reliably tested; triggers include testability analysis.

Open resource

Cypress UI Testing (EN)

Use this skill when you need to design Cypress e2e and component testing plans with commands, fixtures, network stubbing, and CI reporting; triggers include Cypress UI testing, UI automation testing, and ui-test-cypress.

Open resource

Playwright UI Testing (EN)

Use this skill when you need to design Playwright Test suites with fixtures, projects, traces, screenshots, API plus UI coverage, and CI reporting; triggers include Playwright UI testing, UI automation testing, and ui-test-playwright.

Open resource

Puppeteer UI Testing (EN)

Use this skill when you need to design Puppeteer automation for Chromium-driven checks, screenshots, PDFs, network interception, and CDP use cases; triggers include Puppeteer UI testing, UI automation testing, and ui-test-puppeteer.

Open resource

Selenium UI Testing (EN)

Use this skill when you need to design Selenium WebDriver UI automation plans with stable locators, waits, Page Objects, Grid, and CI execution; triggers include Selenium UI testing, UI automation testing, and ui-test-selenium.

Open resource

TestCafe UI Testing (EN)

Use this skill when you need to design TestCafe UI automation with fixtures, selectors, roles, browser matrix execution, and reports; triggers include TestCafe UI testing, UI automation testing, and ui-test-testcafe.

Open resource

WebdriverIO UI Testing (EN)

Use this skill when you need to design WebdriverIO suites with config, services, runner behavior, Page Objects, capabilities, and reporters; triggers include WebdriverIO UI testing, UI automation testing, and ui-test-webdriverio.

Open resource

Daily Testing Workflow

Use this skill when you need a day-by-day QA routine including planning, execution, bug reporting, and end-of-day wrap-up; triggers include daily testing workflow and daily QA routine.

Open resource

Testing Skill Discovery

Use this skill when you need to route a request to the right testing skill before execution; triggers include discover testing, testing skill router, and which testing skill.

Open resource

Sprint Testing Workflow

Use this skill when you need a sprint-based QA workflow from planning through review and retrospective; triggers include sprint testing workflow and iteration QA workflow.

Open resource

Release Testing Workflow

Use this skill when you need release-phase QA workflow from T-14 planning to go/no-go and post-release monitoring; triggers include release testing workflow and go/no-go QA.

Open resource

Multi-Role Quality Synthesis

Use this skill when multiple role reports for one quality stage must be combined into a traceable synthesis; triggers include multi-role quality synthesis, role report consolidation, disagreement summary..

Open resource

Product Quality Perspective

Use this skill when product-quality responsibility is needed across requirements, strategy, review, test-case, or reporting stages; triggers include product quality perspective, product quality review..

Open resource

Project Delivery Perspective

Use this skill when project delivery constraints or action tracking are needed for test strategy, test strategy review, or test report review; triggers include project delivery perspective, delivery planning, schedule and capacity..

Open resource

QA quality perspective

Use this skill when QA quality perspective is needed for requirements, strategy, review, test cases, or reports; triggers include QA quality perspective.

Open resource

Technical quality perspective

Use this skill when a technical quality perspective is needed for requirements, strategy, code, test cases, or reports; triggers include technical quality review, architecture review, and code review.

Open resource

UX Quality Perspective

Use this skill when a quality stage needs a UX perspective on information architecture, interaction states, consistency, responsive behavior, or accessibility; triggers include UX quality perspective, UX review..

Open resource

requirements-analysis-plus (EN)

Use this skill when you need to parse Word/HTML/JSON/Markdown/Excel requirements and produce a structured analysis; triggers include requirements analysis plus and requirement document parsing.

Open resource

test-case-reviewer-plus (EN)

Use this skill when you need structured test-case review findings from requirements, strategy, and case docs; triggers include test case reviewer plus and advanced test case review.

Open resource

test-strategy-plus (EN)

Use this skill when you need a structured test strategy from requirement, analysis, tech, and plan docs; triggers include test strategy plus and advanced test strategy.

Open resource

testcase-writer-plus (EN)

Use this skill when you need high-quality test cases from requirements and analysis artifacts; triggers include testcase writer plus and advanced test case writing.

Open resource

246 resources

Testing Prompts

Reusable AI prompts covering the software testing lifecycle.

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Acceptance Criteria Reviewer Prompt

Supports Acceptance Criteria Reviewer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

acceptance-criteria-reviewer
Open resource

Accessibility Testing Prompt

Supports Accessibility Testing by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

accessibility-testing
Open resource

Agent Tool-Call Test Design Prompt

Supports Agent Tool-Call Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

agent-tool-call-test-design
Open resource

AI Agent Test Design Prompt

Supports AI Agent Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ai-agent-test-design
Open resource

AI-Assisted Testing Prompt

Supports AI-Assisted Testing by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ai-assisted-testing
Open resource

AI Evaluation Design Prompt

Supports AI Evaluation Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ai-evaluation-design
Open resource

AI Feature Test Design Prompt

Supports AI Feature Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ai-feature-test-design
Open resource

AI-Generated API Test Review Prompt

You are an API test review specialist. Review user-supplied AI-generated API test cases and determine whether their request, response, and side-effect assertions are supported by the supplied API contract and business rules.

ai-generated-api-test-review
Open resource

AI-Generated E2E Test Review Prompt

You are an end-to-end test review specialist. Review user-supplied AI-generated E2E tests to determine whether user journeys, system boundaries, state handoffs, and verification points are evidence-based and repeatable.

ai-generated-e2e-test-review
Open resource

AI-Generated Functional Test Review Prompt

You are a business-functional test review specialist. Review user-supplied AI-generated functional test cases to determine whether scenarios, business rules, preconditions, postconditions, and expected results are complete, traceable, and verifiable.

ai-generated-functional-test-review
Open resource

AI-Generated Test Review Prompt

You are a test-case review specialist. Review user-supplied AI-generated test cases and their supporting material to determine whether they are traceable, executable, and verifiable. The cases may be unit, API, E2E, or functional tests.

ai-generated-test-review
Open resource

AI-Generated Unit Test Review Prompt

You are a unit-test review specialist. Review user-supplied AI-generated unit tests or test code to determine whether they accurately verify one identifiable, minimal unit behavior.

ai-generated-unit-test-review
Open resource

AI Model Regression Analysis Prompt

Supports AI Model Regression Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ai-model-regression-analysis
Open resource

AI Red Team Test Design Prompt

Supports AI Red Team Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ai-red-team-test-design
Open resource

AI Safety Test Analysis Prompt

Supports AI Safety Test Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ai-safety-test-analysis
Open resource

Alert Analysis Prompt

Supports Alert Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

alert-analysis
Open resource

API Call Chain Analysis Prompt

Supports API Call Chain Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-call-chain-analysis
Open resource

API Compatibility Analysis Prompt

Supports API Compatibility Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-compatibility-analysis
Open resource

API Contract Analysis Prompt

Supports API Contract Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-contract-analysis
Open resource

API Dependency Analysis Prompt

Supports API Dependency Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-dependency-analysis
Open resource

API Dependency Risk Analysis Prompt

Supports API Dependency Risk Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-dependency-risk-analysis
Open resource

API Negative Testing Prompt

Supports API Negative Testing by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-negative-testing
Open resource

API Regression Impact Analysis Prompt

Supports API Regression Impact Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-regression-impact
Open resource

API Regression Test Selection Prompt

Supports API Regression Test Selection by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-regression-selector
Open resource

API Schema Validation Prompt

Supports API Schema Validation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-schema-validation
Open resource

API Security Test Design Prompt

Supports API Security Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-security-test-design
Open resource

API Test Bruno Prompt

Supports API Test Bruno by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-test-bruno
Open resource

API Test Postman Prompt

Supports API Test Postman by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-test-postman
Open resource

API Test Pytest Prompt

Supports API Test Pytest by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-test-pytest
Open resource

API Test Rest Assured Prompt

Supports API Test Rest Assured by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-test-restassure
Open resource

API Test Supertest Prompt

Supports API Test Supertest by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-test-supertest
Open resource

API Testing Prompt

Supports API Testing by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-testing
Open resource

API Version Change Analysis Prompt

Supports API Version Change Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-version-change-analysis
Open resource

API Version Change Risk Analysis Prompt

Supports API Version Change Risk Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

api-version-change-risk
Open resource

Async Flow Test Designer Prompt

Supports Async Flow Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

async-flow-test-design
Open resource

Authentication Test Design Prompt

Supports Authentication Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

authentication-test-design
Open resource

Authorization Test Design Prompt

Supports Authorization Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

authorization-test-design
Open resource

Automation Candidate Analysis Prompt

Supports Automation Candidate Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

automation-candidate-analysis
Open resource

Automation Coverage Analysis Prompt

Supports Automation Coverage Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

automation-coverage-analysis
Open resource

Automation Failure RCA Analyzer Prompt

Supports Automation Failure RCA Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

automation-failure-rca
Open resource

Test Automation Prompt

Supports Test Automation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

automation-testing
Open resource

Availability Requirement Analysis Prompt

Supports Availability Requirement Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

availability-requirement-analysis
Open resource

Boundary Data Generator Prompt

Supports Boundary Data Generator by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

boundary-data-generation
Open resource

Boundary Value Analyzer Prompt

Supports Boundary Value Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

boundary-value-analysis
Open resource

Browser Compatibility Analysis Prompt

Supports Browser Compatibility Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

browser-compatibility-analysis
Open resource

Bug Analysis Prompt

Supports Bug Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

bug-analysis
Open resource

Bug Reporting Prompt

Supports Bug Reporting by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

bug-reporting
Open resource

Bug Triage Prompt

Supports Bug Triage by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

bug-triage
Open resource

Business Flow Analysis Prompt

Supports Business Flow Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

business-flow-analysis
Open resource

Business Flow Test Analysis Prompt

Supports Business Flow Test Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

business-flow-test-analysis
Open resource

Business Rule Analysis Prompt

Supports Business Rule Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

business-rule-analysis
Open resource

Capacity Planning Analyzer Prompt

Supports Capacity Planning Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

capacity-planning-analysis
Open resource

Change Impact Analysis Prompt

Supports Change Impact Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

change-impact-analysis
Open resource

Chaos Test Designer Prompt

Supports Chaos Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

chaos-test-design
Open resource

CI/CD Test Design Prompt

Supports CI/CD Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ci-cd-test-design
Open resource

CI/CD Failure Analysis Prompt

Supports CI/CD Failure Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

cicd-failure-analysis
Open resource

Circuit Breaker Test Designer Prompt

Supports Circuit Breaker Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

circuit-breaker-test-design
Open resource

Code Review Prompt

Supports Code Review by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

code-review
Open resource

Compatibility Test Design Prompt

Supports Compatibility Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

compatibility-test-design
Open resource

Concurrency Test Designer Prompt

Supports Concurrency Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

concurrency-test-design
Open resource

Configuration Difference Analysis Prompt

Supports Configuration Difference Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

configuration-diff-analysis
Open resource

Connection Pool Analysis Prompt

Supports Connection Pool Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

connection-pool-analysis
Open resource

Consumer Contract Analyzer Prompt

Supports Consumer Contract Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

consumer-contract-analysis
Open resource

Contract Test Generator Prompt

Supports Contract Test Generator by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

contract-test-generation
Open resource

Data Consistency Analysis Prompt

Supports Data Consistency Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

data-consistency-analysis
Open resource

Data Masking Analysis Prompt

Supports Data Masking Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

data-masking-analysis
Open resource

Data Privacy Analysis Prompt

Supports Data Privacy Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

data-privacy-analysis
Open resource

Database Performance Analysis Prompt

Supports Database Performance Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

database-performance-analysis
Open resource

Database Test Data Analysis Prompt

Supports Database Test Data Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

database-test-data-analysis
Open resource

Database Test Design Prompt

Supports Database Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

database-test-design
Open resource

Database Validation Analysis Prompt

Supports Database Validation Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

database-validation-analysis
Open resource

Decision Table Analyzer Prompt

Supports Decision Table Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

decision-table-analysis
Open resource

Defect Clustering Analysis Prompt

Supports Defect Clustering Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

defect-clustering-analysis
Open resource

Defect Leakage Analysis Prompt

Supports Defect Leakage Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

defect-leakage-analysis
Open resource

Defect Risk Prediction Analysis Prompt

Supports Defect Risk Prediction Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

defect-prediction-analysis
Open resource

Defect Trend Analysis Prompt

Supports Defect Trend Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

defect-trend-analysis
Open resource

Disaster Recovery Test Designer Prompt

Supports Disaster Recovery Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

disaster-recovery-test-design
Open resource

Distributed Trace Analysis Prompt

Supports Distributed Trace Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

distributed-trace-analysis
Open resource

Distributed Transaction Test Designer Prompt

Supports Distributed Transaction Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

distributed-transaction-test-design
Open resource

Docker Build Analysis Prompt

Supports Docker Build Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

docker-build-analysis
Open resource

Duplicate Message Test Designer Prompt

Supports Duplicate Message Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

duplicate-message-testing
Open resource

Duplicate Test Detection Prompt

Supports Duplicate Test Detection by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

duplicate-test-detection
Open resource

Environment Issue Analysis Prompt

Supports Environment Issue Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

environment-issue-analysis
Open resource

Equivalence Partition Analyzer Prompt

Supports Equivalence Partition Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

equivalence-partition-analysis
Open resource

Error Guessing Analysis Prompt

Supports Error Guessing Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

error-guessing-analysis
Open resource

Eventual Consistency Test Designer Prompt

Supports Eventual Consistency Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

eventual-consistency-test-design
Open resource

Failover Test Designer Prompt

Supports Failover Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

failover-test-design
Open resource

Fault Simulation Analysis Prompt

Supports Fault Simulation Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

fault-simulation-analysis
Open resource

Fault Simulation Design Prompt

Supports Fault Simulation Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

fault-simulation-design
Open resource

Flaky Test Analysis Prompt

Supports Flaky Test Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

flaky-test-analysis
Open resource

Functional Testing Prompt

Supports Functional Testing Prompt by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

functional-testing
Open resource

Functional Testing Prompt - Mobile Version

Supports Functional Testing Prompt - Mobile Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

functional-testing-Mobile
Open resource

Functional Testing Prompt - Web Version

Supports Functional Testing Prompt - Web Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

functional-testing-Web
Open resource

Go/No-Go Risk Analysis Prompt

Supports Go/No-Go Risk Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

go-no-go-risk-analysis
Open resource

GraphQL Test Designer Prompt

Supports GraphQL Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

graphql-test-design
Open resource

Hallucination Analysis Prompt

Supports Hallucination Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

hallucination-analysis
Open resource

Hotfix Risk Analysis Prompt

Supports Hotfix Risk Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

hotfix-risk-analysis
Open resource

Idempotency Test Designer Prompt

Supports Idempotency Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

idempotency-test-design
Open resource

Input Validation Test Prompt

Supports Input Validation Test by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

input-validation-test
Open resource

Internationalization Analysis Prompt

Supports Internationalization Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

internationalization-analysis
Open resource

JVM Performance Analyzer Prompt

Supports JVM Performance Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

jvm-performance-analysis
Open resource

Kafka Event Generation Prompt

Supports Kafka Event Generation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

kafka-event-generation
Open resource

Kafka Test Designer Prompt

Supports Kafka Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

kafka-test-design
Open resource

Kubernetes Issue Analysis Prompt

Supports Kubernetes Issue Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

kubernetes-issue-analysis
Open resource

Kubernetes Performance Analyzer Prompt

Supports Kubernetes Performance Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

kubernetes-performance-analysis
Open resource

LLM Output Quality Evaluation Prompt

Supports LLM Output Quality Evaluation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

llm-output-quality-evaluation
Open resource

LLM Test Case Generation Prompt

Supports LLM Test Case Generation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

llm-test-case-generation
Open resource

Localization Test Design Prompt

Supports Localization Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

localization-test-design
Open resource

Locator Repair Assistant Prompt

Supports Locator Repair Assistant by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

locator-repair
Open resource

Log Analysis Prompt

Supports Log Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

log-analysis
Open resource

Manual Testing Prompt

Supports Manual Testing Prompt by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

manual-testing
Open resource

Manual Testing Prompt - Mobile Version

Supports Manual Testing Prompt - Mobile Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

manual-testing-Mobile
Open resource

Manual Testing Prompt - Web Version

Supports Manual Testing Prompt - Web Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

manual-testing-Web
Open resource

Message Consistency Analysis Prompt

Supports Message Consistency Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

message-consistency-analysis
Open resource

Message Loss Analysis Prompt

Supports Message Loss Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

message-loss-analysis
Open resource

Message Ordering Test Designer Prompt

Supports Message Ordering Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

message-ordering-test-design
Open resource

Metrics Anomaly Analysis Prompt

Supports Metrics Anomaly Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

metrics-anomaly-analysis
Open resource

Microservice Dependency Analysis Prompt

Supports Microservice Dependency Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

microservice-dependency-analysis
Open resource

Mobile Compatibility Analysis Prompt

Supports Mobile Compatibility Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

mobile-compatibility-analysis
Open resource

Mobile Testing Prompt

Supports Mobile Testing by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

mobile-testing
Open resource

Mock API Analysis Prompt

Supports Mock API Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

mock-api-analysis
Open resource

Mock API Design Prompt

Supports Mock API Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

mock-api-generation
Open resource

NeoLoad Script Assistance Prompt

Supports NeoLoad Script Assistance by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

neoload-script-assistance
Open resource

Network Latency Analysis Prompt

Supports Network Latency Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

network-latency-analysis
Open resource

NFR Analysis Prompt

Supports NFR Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

nfr-analysis
Open resource

Nginx Performance Analyzer Prompt

Supports Nginx Performance Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

nginx-performance-analysis
Open resource

Obsolete Test Detection Prompt

Supports Obsolete Test Detection by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

obsolete-test-detection
Open resource

OpenAPI Specification Analysis Prompt

Supports OpenAPI Specification Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

openapi-specification-analysis
Open resource

OWASP Risk Analysis Prompt

Supports OWASP Risk Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

owasp-risk-analysis
Open resource

Pagination Test Designer Prompt

Supports Pagination Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

pagination-test-design
Open resource

Pairwise Test Generator Prompt

Supports Pairwise Test Generator by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

pairwise-test-design
Open resource

Performance Baseline Analyzer Prompt

Supports Performance Baseline Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-baseline-analysis
Open resource

Performance Bottleneck Analysis Prompt

Supports Performance Bottleneck Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-bottleneck-analysis
Open resource

Performance Regression Analyzer Prompt

Supports Performance Regression Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-regression-analysis
Open resource

Performance Requirement Analysis Prompt

Supports Performance Requirement Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-requirement-analysis
Open resource

Performance Result Analysis Prompt

Supports Performance Result Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-result-analysis
Open resource

Performance Scenario Design Prompt

Supports Performance Scenario Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-scenario-design
Open resource

Performance Test Gatling Prompt

Supports Performance Test Gatling by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-test-gatling
Open resource

Performance Test JMeter Prompt

Supports Performance Test JMeter by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-test-jmeter
Open resource

Performance Test k6 Prompt

Supports Performance Test k6 by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-test-k6
Open resource

Performance Testing Prompt

Supports Performance Testing by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-testing
Open resource

Performance Trend Analyzer Prompt

Supports Performance Trend Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

performance-trend-analysis
Open resource

Pull Request Risk Analysis Prompt

Supports Pull Request Risk Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

pr-risk-analysis
Open resource

Production Incident Analysis Prompt

Supports Production Incident Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

production-incident-analysis
Open resource

Production Issue Reproduction Design Prompt

Supports Production Issue Reproduction Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

production-issue-reproduction
Open resource

Production Log Correlation Analysis Prompt

Supports Production Log Correlation Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

production-log-correlation
Open resource

Production Verification Generation Prompt

Supports Production Verification Generation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

production-verification-generation
Open resource

Production Verification Review Prompt

Supports Production Verification Review by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

production-verification-review
Open resource

Prompt Injection Test Design Prompt

Supports Prompt Injection Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

prompt-injection-test-design
Open resource

Prompt Regression Testing Prompt

Supports Prompt Regression Testing by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

prompt-regression-testing
Open resource

Prompt Test Analysis Prompt

Supports Prompt Test Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

prompt-test-analysis
Open resource

Provider Contract Analysis Prompt

Supports Provider Contract Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

provider-contract-analysis
Open resource

Quality Dashboard Analysis Prompt

Supports Quality Dashboard Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

quality-dashboard-analysis
Open resource

Quality Gate Analysis Prompt

Supports Quality Gate Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

quality-gate-analysis
Open resource

Quality Metrics Analysis Prompt

Supports Quality Metrics Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

quality-metrics-analysis
Open resource

Quality Risk Analysis Prompt

Supports Quality Risk Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

quality-risk-analysis
Open resource

Quality Trend Analysis Prompt

Supports Quality Trend Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

quality-trend-analysis
Open resource

Rate Limit Test Designer Prompt

Supports Rate Limit Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

rate-limit-test-design
Open resource

Recovery Test Designer Prompt

Supports Recovery Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

recovery-test-design
Open resource

Refinement QA Assistant Prompt

Supports Refinement QA Assistant by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

refinement-qa-assistant
Open resource

Regression Scope Analysis Prompt

Supports Regression Scope Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

regression-scope-analysis
Open resource

Regression Test Selection Prompt

Supports Regression Test Selection by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

regression-test-selection
Open resource

Release Change Summary Prompt

Supports Release Change Summary by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

release-change-summary
Open resource

Release Readiness Analysis Prompt

Supports Release Readiness Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

release-readiness-analysis
Open resource

Release Readiness Review Prompt

Supports Release Readiness Review by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

release-readiness-review
Open resource

Release Risk Scoring Prompt

Supports Release Risk Scoring by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

release-risk-scoring
Open resource

Reliability Requirement Analysis Prompt

Supports Reliability Requirement Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

reliability-requirement-analysis
Open resource

Requirement Conflict Analysis Prompt

Supports Requirement Conflict Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

requirement-conflict-analysis
Open resource

Requirement Dependency Analysis Prompt

Supports Requirement Dependency Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

requirement-dependency-analysis
Open resource

Requirement Gap Analyzer Prompt

Supports Requirement Gap Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

requirement-gap-analyzer
Open resource

Requirement Traceability Analysis Prompt

Supports Requirement Traceability Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

requirement-traceability-analysis
Open resource

Requirements Analysis Prompt

Supports Requirements Analysis Prompt by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

requirements-analysis
Open resource

Requirements Analysis Prompt - Mobile Version

Supports Requirements Analysis Prompt - Mobile Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

requirements-analysis-Mobile
Open resource

Requirements Analysis Prompt - Web Version

Supports Requirements Analysis Prompt - Web Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

requirements-analysis-Web
Open resource

Requirements Analysis Plus Prompt

Supports Requirements Analysis Plus by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

requirements-analysis-plus
Open resource

Retrospective Analysis Prompt

Supports Retrospective Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

retrospective-analysis
Open resource

Retry Mechanism Test Designer Prompt

Supports Retry Mechanism Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

retry-mechanism-test-design
Open resource

Rollback Verification Design Prompt

Supports Rollback Verification Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

rollback-verification
Open resource

Root Cause Analysis Prompt

Supports Root Cause Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

root-cause-analysis
Open resource

Scalability Analysis Prompt

Supports Scalability Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

scalability-analysis
Open resource

Security Test Scenario Design Prompt

Supports Security Test Scenario Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

security-test-scenario
Open resource

Security Testing Prompt

Supports Security Testing by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

security-testing
Open resource

Sensitive Data Exposure Analysis Prompt

Supports Sensitive Data Exposure Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

sensitive-data-exposure-analysis
Open resource

Service Call Chain Analysis Prompt

Supports Service Call Chain Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

service-call-chain-analysis
Open resource

Service Degradation Test Designer Prompt

Supports Service Degradation Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

service-degradation-test-design
Open resource

SLI And SLO Analysis Prompt

Supports SLI And SLO Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

sli-slo-analysis
Open resource

Slow Query Analysis Prompt

Supports Slow Query Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

slow-query-analysis
Open resource

Smoke Test Generation Prompt

Supports Smoke Test Generation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

smoke-test-generation
Open resource

Soak Test Designer Prompt

Supports Soak Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

soak-test-design
Open resource

Spike Test Designer Prompt

Supports Spike Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

spike-test-design
Open resource

Sprint Planning QA Assistant Prompt

Supports Sprint Planning QA Assistant by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

sprint-planning-qa
Open resource

Sprint Quality Analysis Prompt

Supports Sprint Quality Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

sprint-quality-analysis
Open resource

SQL Generation Prompt

Supports SQL Generation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

sql-generation
Open resource

Stack Trace Analysis Prompt

Supports Stack Trace Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

stack-trace-analysis
Open resource

State Transition Analyzer Prompt

Supports State Transition Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

state-transition-analysis
Open resource

Stress Test Designer Prompt

Supports Stress Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

stress-test-design
Open resource

Test Asset Health Analysis Prompt

Supports Test Asset Health Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-asset-health-analysis
Open resource

Test Asset Traceability Analysis Prompt

Supports Test Asset Traceability Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-asset-traceability
Open resource

Test Case Optimization Prompt

Supports Test Case Optimization by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-optimization
Open resource

Test Case Prioritizer Prompt

Supports Test Case Prioritizer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-prioritization
Open resource

Test Case Review Prompt

Supports Test Case Review Prompt by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-reviewer
Open resource

Test Case Review Prompt - Mobile Version

Supports Test Case Review Prompt - Mobile Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-reviewer-Mobile
Open resource

Test Case Review Prompt - Web Version

Supports Test Case Review Prompt - Web Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-reviewer-Web
Open resource

Test Case Reviewer Plus Prompt

Supports Test Case Reviewer Plus by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-reviewer-plus
Open resource

Test Case Writing Prompt

Supports Test Case Writing Prompt by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-writing
Open resource

Test Case Writing Prompt - Mobile Version

Supports Test Case Writing Prompt - Mobile Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-writing-Mobile
Open resource

Test Case Writing Prompt - Web Version

Supports Test Case Writing Prompt - Web Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-case-writing-Web
Open resource

Exploratory Test Charter Design Prompt

Supports Exploratory Test Charter Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-charter-generation
Open resource

Test Code Quality Analyzer Prompt

Supports Test Code Quality Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-code-quality-analysis
Open resource

Test Coverage Gap Analysis Prompt

Supports Test Coverage Gap Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-coverage-gap-analysis
Open resource

Test Data Cleanup Prompt

Supports Test Data Cleanup by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-data-cleanup
Open resource

Test Data Dependency Analysis Prompt

Supports Test Data Dependency Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-data-dependency-analysis
Open resource

Test Data Generator Prompt

Supports Test Data Generator by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-data-generation
Open resource

Test Data Pollution Analysis Prompt

Supports Test Data Pollution Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-data-pollution-analysis
Open resource

Test Effectiveness Analysis Prompt

Supports Test Effectiveness Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-effectiveness-analysis
Open resource

Test Environment Drift Analysis Prompt

Supports Test Environment Drift Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-environment-drift-analysis
Open resource

Test Environment Health Check Prompt

Supports Test Environment Health Check by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-environment-health
Open resource

Test Failure Classifier Prompt

Supports Test Failure Classifier by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-failure-classification
Open resource

Test Plan Analysis Prompt

Supports Test Plan Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-plan-analysis
Open resource

Test Plan Design Prompt

Supports Test Plan Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-plan-design
Open resource

Test Refactoring Assistant Prompt

Supports Test Refactoring Assistant by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-refactoring
Open resource

Test Reporting Prompt

Supports Test Reporting by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-reporting
Open resource

Test Scenario Designer Prompt

Supports Test Scenario Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-scenario-design
Open resource

Test Scope Analyzer Prompt

Supports Test Scope Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-scope-analysis
Open resource

Test Strategy Prompt

Supports Test Strategy Prompt by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-strategy
Open resource

Test Strategy Prompt - Mobile Version

Supports Test Strategy Prompt - Mobile Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-strategy-Mobile
Open resource

Test Strategy Prompt - Web Version

Supports Test Strategy Prompt - Web Version by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-strategy-Web
Open resource

Test Strategy Plus Prompt

Supports Test Strategy Plus by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

test-strategy-plus
Open resource

Testability Analyzer Prompt

Supports Testability Analyzer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

testability-analysis
Open resource

Test Case Writer Plus Prompt

Supports Test Case Writer Plus by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

testcase-writer-plus
Open resource

Testing Heuristics Analysis Prompt

Supports Testing Heuristics Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

testing-heuristics-analysis
Open resource

Timeout Test Designer Prompt

Supports Timeout Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

timeout-test-design
Open resource

Timezone Test Design Prompt

Supports Timezone Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

timezone-test-design
Open resource

UI Test Cypress Prompt

Supports UI Test Cypress by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ui-test-cypress
Open resource

UI Test Design Prompt

Supports UI Test Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ui-test-design
Open resource

UI Test Playwright Prompt

Supports UI Test Playwright by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ui-test-playwright
Open resource

UI Test Puppeteer Prompt

Supports UI Test Puppeteer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ui-test-puppeteer
Open resource

UI Test Selenium Prompt

Supports UI Test Selenium by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ui-test-selenium
Open resource

UI Test TestCafe Prompt

Supports UI Test TestCafe by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ui-test-testcafe
Open resource

UI Test WebdriverIO Prompt

Supports UI Test WebdriverIO by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

ui-test-webdriverio
Open resource

User Journey Analysis Prompt

Supports User Journey Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

user-journey-analysis
Open resource

VU And TPS Estimation Prompt

Supports VU And TPS Estimation by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

vu-tps-calculation
Open resource

WCAG Conformance Analysis Prompt

Supports WCAG Conformance Analysis by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

wcag-compliance-analysis
Open resource

WebSocket Test Designer Prompt

Supports WebSocket Test Designer by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

websocket-test-design
Open resource

WireMock Configuration Design Prompt

Supports WireMock Configuration Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

wiremock-generation
Open resource

Workload Model Design Prompt

Supports Workload Model Design by organizing input evidence, constraints, risks, validation priorities, decision criteria, and actionable QA next steps without inventing facts.

workload-model-design
Open resource

67 resources

AI Wiki

Entries explaining AI, agents, and quality engineering concepts.

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ACP (Agent Client Protocol)

A protocol for interoperability between agent runtimes and client tools.

ai-vibe-coding
Open resource

Active Memory

Memory explicitly captured or updated by user/agent to guide future actions.

ai-vibe-coding
Open resource

Agent Evals

Evaluate agent behavior against tasks, policies, and expected outcomes with repeatable benchmarks.

ai-vibe-coding
Open resource

Agentic Workflow

A workflow pattern in which AI agents can plan, execute, observe, and self-correct tasks with limited human intervention.

ai-vibe-coding
Open resource

AI Agent

A system that perceives context, reasons over goals, and takes actions via tools to complete tasks.

ai-vibe-coding
Open resource

AI Pair Programming

A collaboration model where a developer and an AI assistant jointly implement, review, and refactor code.

ai-vibe-coding
Open resource

Antigravity

An agent-first development platform concept announced by Google in public preview (2025); product behavior and availability may continue to evolve.

ai-vibe-coding
Open resource

Artifact Feedback Loop

Iteratively improve outputs by feeding artifact review signals back into the next run.

ai-vibe-coding
Open resource

Artifacts

Structured outputs produced during agent workflows, such as plans, diffs, logs, and reports.

ai-vibe-coding
Open resource

Asynchronous Agent Execution

A collaboration mode that decouples AI instruction issuance from task execution, allowing developers to continue other operations while the AI performs ta…

ai-vibe-coding
Open resource

Automatic Memory

Memory automatically extracted from interactions and reused in later tasks.

ai-vibe-coding
Open resource

Background Mode / Background Agents

An agent operation mode capable of autonomously completing long-cycle, time-consuming engineering tasks in the absence of an active user interface.

ai-vibe-coding
Open resource

Background Maintenance Tasks

Long-term, low-interference tasks executed automatically by background agents to maintain codebase health and engineering consistency, such as cleanup…

ai-vibe-coding
Open resource

Batch Processing

A processing method that bundles multiple non-urgent AI requests together for submission…

ai-vibe-coding
Open resource

Claude

Anthropic’s model family focused on strong reasoning, long-context handling, and tool-assisted workflows.

ai-vibe-coding
Open resource

Claude 3.5 Sonnet

A flagship model in the Claude 3.5 generation; newer Claude 4.x generations are available, so model selection should follow Anthropic’s latest model docs.

ai-vibe-coding
Open resource

Codebase Indexing (RAG)

Using retrieval systems over indexed code/document chunks so models answer with repository-grounded context.

ai-vibe-coding
Open resource

Codex

Codex explained: its origins, evolution, practical use cases, and engineering boundaries for teams evaluating AI coding systems.

ai-vibe-coding
Open resource

Compaction

Compress long conversation or context into concise state while retaining critical details.

ai-vibe-coding
Open resource

Context Window Management

The practice of selecting, compressing, and prioritizing context sent to a model to maximize relevance and output quality.

ai-vibe-coding
Open resource

Conversation State

Manage persistent context, memory, and history boundaries across multi-turn AI sessions.

ai-vibe-coding
Open resource

Cross-surface Operation

The ability of an AI Agent to seamlessly switch between different software interfaces (e.g., IDE, terminal, browser, mobile emulator), share state…

ai-vibe-coding
Open resource

Cursor

An AI-native code editor that integrates context-aware chat, inline edits, and agent-assisted development workflows.

ai-vibe-coding
Open resource

Custom Commands

User-defined command entries that package prompts, tools, and workflow conventions.

ai-vibe-coding
Open resource

DeepSeek

A model and platform ecosystem offering coding and reasoning-oriented models and OpenAI-compatible APIs.

ai-vibe-coding
Open resource

Direct Preference Optimization (DPO)

Align model behavior directly from preference pairs without full RL pipelines.

ai-vibe-coding
Open resource

Flex Processing

A load-balancing mechanism that dynamically switches between models and inference strategies based on task urgency and complexity, balancing latency…

ai-vibe-coding
Open resource

Function Calling

Allow a model to select and call tools/functions with typed arguments in a controlled workflow.

ai-vibe-coding
Open resource

Gemini

Google’s model family spanning multimodal reasoning, long-context capabilities, and developer APIs.

ai-vibe-coding
Open resource

GPT (Generative Pre-trained Transformer)

A model family based on transformer pretraining and instruction tuning, widely used for coding and reasoning tasks.

ai-vibe-coding
Open resource

Graders

Programmatic evaluators that score model or agent outputs against quality criteria.

ai-vibe-coding
Open resource

Hook Events

Named event points (e.g., pre-tool, post-tool) where hook logic can be attached.

ai-vibe-coding
Open resource

Hooks

Register lifecycle callbacks around agent/tool events to enforce policy and automation steps.

ai-vibe-coding
Open resource

Human-in-the-loop (HITL)

A control strategy where human review remains part of automated AI decisions, especially for high-risk outputs.

ai-vibe-coding
Open resource

Large Language Models (LLMs)

Foundation models trained on massive text corpora to perform generation, reasoning, and tool-assisted tasks.

ai-vibe-coding
Open resource

Llama

Meta’s model family, known for open-weight releases and broad ecosystem use in research and production.

ai-vibe-coding
Open resource

Memory Scope

Define where memory applies: global workspace, project, team, or session scope.

ai-vibe-coding
Open resource

Mistral / Mixtral

Mistral’s model ecosystem, including Mixtral sparse MoE models aimed at efficient high-quality performance.

ai-vibe-coding
Open resource

MCP (Model Context Protocol)

An open protocol for connecting AI models with external tools and data sources in a standardized way.

ai-vibe-coding
Open resource

Model Optionality

The capability for developers to freely switch between and combine AI models from different providers and architectures based on specific engineering scen…

ai-vibe-coding
Open resource

Multi-agent Orchestration

An organizational framework coordinating multiple AI agents with different capabilities to complete complex…

ai-vibe-coding
Open resource

O1 / O3

Representative names in OpenAI’s reasoning-model lineage (such as o1 and o3); the lineup evolves rapidly…

ai-vibe-coding
Open resource

Permission Policies / Allowed Command List

Policies controlling which tools/commands an agent is allowed to execute.

ai-vibe-coding
Open resource

Predicted Outputs

An acceleration technique that significantly reduces large language model generation latency by anticipating known content fragments.

ai-vibe-coding
Open resource

Privacy Mode

A runtime mode that limits data retention, sharing, or external transmission paths.

ai-vibe-coding
Open resource

Prompt Caching

A technology that significantly improves AI response speeds and lowers token costs for long conversations by caching pre-parsed prompt context in the clou…

ai-vibe-coding
Open resource

Prompt-Driven Development (PDD)

A development approach where prompt design is treated as a first-class engineering artifact for producing and refining code.

ai-vibe-coding
Open resource

Qwen (Tongyi Qianwen)

Alibaba’s model family spanning open-source and commercial offerings with strong multilingual and coding capabilities.

ai-vibe-coding
Open resource

Reasoning Models

A new generation of AI models optimized for deep thinking and self-correction through built-in Chain of Thought (CoT)…

ai-vibe-coding
Open resource

Reinforcement Fine-Tuning (RFT)

Fine-tune models using reinforcement signals to improve task-specific performance.

ai-vibe-coding
Open resource

Remote Control

The capability for human developers to monitor, intervene, and authorize AI programming agents running asynchronously through external terminals…

ai-vibe-coding
Open resource

Rule

A Rule is a concrete constraint unit that governs AI behavior, output format, and execution boundaries in coding workflows.

ai-vibe-coding
Open resource

Rule Types

Classification of rules by scope and trigger strategy, such as always-on, conditional, and manual.

ai-vibe-coding
Open resource

Rules and Memories

A governance pattern combining persistent rules with memory to align model behavior over time.

ai-vibe-coding
Open resource

Rules / .cursorrules

Project- or user-level instruction files that steer agent behavior, coding style, and constraints.

ai-vibe-coding
Open resource

Self-Healing Code

Code and pipelines that can detect failures and propose or apply fixes with verification loops.

ai-vibe-coding
Open resource

Shadow Engineering

An emerging practice where AI generates tests, docs, or candidate patches in parallel without directly changing the production path.

ai-vibe-coding
Open resource

Skill

A reusable capability package that defines what an agent can do, how it should do it, and with which tools.

ai-vibe-coding
Open resource

Slash Commands

Command-style shortcuts in chat/IDE interfaces for invoking predefined actions.

ai-vibe-coding
Open resource

Small Language Models (SLMs)

Compact language models optimized for lower latency, lower cost, and local or edge deployment scenarios.

ai-vibe-coding
Open resource

Structured Outputs

A schema-constrained output mechanism that ensures model responses are reliably machine-readable for production workflows.

ai-vibe-coding
Open resource

Subagents

Short-term task execution units dynamically created by a master agent, equipped with specific tool permissions…

ai-vibe-coding
Open resource

Task-level Abstraction

Deconstructing complex engineering problems into minimal Task Units with independent goals, explicit constraints…

ai-vibe-coding
Open resource

Trace Grading

Score intermediate reasoning/action traces rather than only final outputs.

ai-vibe-coding
Open resource

Verification Artifacts

Evidence artifacts used to validate AI task outcomes, e.g., screenshots, recordings, and test reports.

ai-vibe-coding
Open resource

Vibe Coding

A style of AI-assisted coding where developers describe intent in natural language and iteratively refine generated code.

ai-vibe-coding
Open resource

Zero-shot Coding

Generating code from instructions without providing in-context examples for the target task.

ai-vibe-coding
Open resource

00 resources

Testing Wiki

A practical glossary and knowledge base for software testing.

View all

54 resources

Guide Resources

Automation testing guides organized by type, framework, and stage.

View all

Introducing Bruno for Replacement Postman

Article introduces postman replacement tool bruno beginner's introduction, how to migrate postman scripts to bruno

brunogetting-started
Open resource

Postman API Automation Testing Tutorial: Getting Started and Building a Postman API Automation Test project from 0 to 1

This guide provides a comprehensive introduction to getting started with Postman API automation testing, covering both the basics and the step-by-step process of building a project from scratch. Learn how to effectively use Postman for API testing, understand the foundational structure of project setup, environment configuration, and writing test cases from the ground up.

postmangetting-started
Open resource

Pytest API Automation Testing Tutorial: Getting Started and Setting Up Your Environment

a tutorial on Pytest, focusing on getting started and preparing the environment to be built.

pytestgetting-started
Open resource

REST Assured API Automation Testing Tutorial: Getting Started and Setting Up Your Environment

a tutorial on REST Assured, focusing on getting started and preparing the environment to be built.

rest-assuredgetting-started
Open resource

SuperTest API Automation Testing Tutorial: Getting Started and Setting Up Your Environment

a tutorial on Supertest, focusing on getting started and preparing the environment to be built.

supertestgetting-started
Open resource

Gatling Performance Testing Tutorial: Getting Started

This article describes how to get started with the performance testing tool gatling, how to set up the environment, and how to get the official demo up and running.

gatlinggetting-started
Open resource

JMeter Performance Testing: Installation and Your First Test Plan

Install JMeter, build a small HTTP test plan, and understand when to use the GUI and CLI.

jmetergetting-started
Open resource

K6 Performance Testing Tutorial: Getting Started and Write your first k6 test script

This article will take you into the world of K6 performance testing. The blog post covers the introductory knowledge of K6 performance testing, environment setup steps, and how to write your first test script. Whether you are a beginner or an experienced performance testing professional, this tutorial will provide you with clear guidance to help you quickly get started with K6 and start building efficient performance testing scripts

k6getting-started
Open resource

Cypress: Install and Write Your First End-to-End Test

Add Cypress to a JavaScript project, configure a base URL, and run a first browser test.

cypressgetting-started
Open resource

Playwright: Install, Configure, and Run Your First E2E Test

Initialize Playwright Test, install browsers, and run a small cross-browser UI test.

playwrightgetting-started
Open resource

Selenium with Python: Installation and Your First WebDriver Test

Set up Selenium, open a browser with Selenium Manager, and write a small independent UI test.

seleniumgetting-started
Open resource

Bruno API Automation Testing Tutorial: Building a Bruno API Automation Test project from 0 to 1

Build a Bruno API automation project from scratch: set up the project structure, configure the environment, write your first API test, and keep the suite maintainable.

brunogetting-started
Open resource

Postman API Automation Testing Tutorial Advance Usage Common Test Scripts and Third-Party Packages

A deep dive into advanced usage of Postman API automation testing, focusing on commonly used test scripts and third-party package examples. Explores how to write powerful test scripts that cover a variety of testing scenarios and introduces some common third-party packages that optimize the testing process.

postmanbasic
Open resource

Pytest API Automation Testing Tutorial: Building a Pytest API Automation Test project from 0 to 1

dive into how to build a Pytest API automation testing project from scratch.Pytest is a popular Java library for performing REST API testing, providing powerful tools that make it easy to write automated test scripts to validate the API'sbehavior.

pytestgetting-started
Open resource

REST Assured API Automation Testing Tutorial: Building a REST Assured API Automation Test project from 0 to 1

dive into how to build a REST Assured API automation testing project from scratch.

rest-assuredgetting-started
Open resource

SuperTest API Automation Testing Tutorial: Building a Supertest API Automation Test project from 0 to 1

dive into how to build a Supertest API automation testing project from scratch.Supertest is a popular Java library for performing REST API testing, providing powerful tools that make it easy to write automated test scripts to validate the API'sbehavior.

supertestgetting-started
Open resource

gatling Performance Testing Tutorial: building your own gatling project from 0 to 1

The article introduces the performance testing tool gatling advanced introduction: from 0 to 1 build your own Gatling project, introduces the basic use of Gatling, and how to build your own Gatling project, write performance test scripts, view the test report and so on.

gatlinggetting-started
Open resource

JMeter HTTP Requests, Data, and Assertions

Create representative HTTP requests, parameterize data, and fail samples when responses violate expectations.

jmeterbasic
Open resource

K6 Performance Testing Tutorial: Common Functions (1) - HTTP Request, Metrics and Checks

The article provides a detailed exploration of the HTTP request functionality in K6, dissecting common performance metrics and check features. Learn how to leverage K6 for robust performance testing, simulating user behavior through HTTP requests, and assessing system response by understanding performance metrics. The tutorial delves into configuring and executing checks, ensuring performance aligns with expected standards. Whether you're a beginner or an experienced performance testing professional, this guide equips you with practical knowledge to harness the full potential of K6 in performance testing. Click the link to embark on an efficient journey into performance testing with K6!

k6basic
Open resource

Cypress Selectors, Retry-ability, and Assertions

Use stable selectors and Cypress retry behavior to express reliable user-visible expectations.

cypressbasic
Open resource

Playwright Locators, Assertions, and Auto-waiting

Write resilient Playwright tests with user-facing locators and web-first assertions.

playwrightbasic
Open resource

Selenium Locators, Explicit Waits, and Assertions

Use resilient locators and explicit waits to synchronize WebDriver tests with the application.

seleniumbasic
Open resource

Postman API Automation Testing Tutorial Advance Usage Data Driven

This blog post dives into advanced techniques for Postman API automation testing, focusing on data file driving and environment variable data driving. Learn how to elegantly perform test data driving and improve test coverage with external data files and flexible environment variables. The blog post will show you how to manage and utilize data in a smarter way to make test cases more scalable and flexible.

postmanadvanced
Open resource

Pytest API Automation Testing Tutorial Advance Usage Common Assertions and Data Driven

A deep dive into advanced Pytest usage, focusing on how Pytest is commonly asserted and data-driven.

pytestbasic
Open resource

REST Assured API Automation Testing Tutorial: Advanced Usage - Validating Responses and Logging, Filters, File Uploads

provide an in-depth look at advanced uses of REST Assured, with a focus on validating API responses, logging, and the application of filters.

rest-assuredbasic
Open resource

SuperTest API Automation Testing Tutorial: Advanced Usage - Common Assertions

This blog focuses on advanced usage of Supertest, with a particular focus on commonly used assertions.

supertestbasic
Open resource

Gatling Performance Testing Tutorial advanced usage: Test report analysis and Performance Scenario Setting

This article introduces the advanced usage of the performance testing tool gatling: analysis of performance test reports, introduction of different types of test report reports, and configuration of performance test scenarios under different business types.

gatlingadvanced
Open resource

JMeter Load Models, Timers, and Report Analysis

Translate workload goals into thread settings, pacing, and report-based performance conclusions.

jmeteradvanced
Open resource

K6 Performance Testing Tutorial: Common Functions (2) - Thresholds, Test Lifecycle and Scenarios

This blog post provides an in-depth introduction to common functions of the K6 performance testing tool, focusing on threshold settings, test lifecycle, and scenario design. It explains how to use K6 to set reasonable thresholds in performance testing to effectively monitor system performance. It also explores the importance of test lifecycle and how to conduct targeted performance testing at different stages. Additionally, the post details the concept of scenarios in K6 and how to design and configure scenarios based on actual needs to ensure comprehensive test coverage of various usage scenarios. Through this article, readers can gain a deeper understanding of the practical application of K6 performance testing tool in projects and improve the effectiveness and accuracy of performance testing.

k6basic
Open resource

Cypress Network Control and Test Isolation

Use cy.intercept for controlled dependencies and isolate state so tests can run independently.

cypressadvanced
Open resource

Playwright: Network Control, Traces, and Page Objects

Control dependencies, diagnose failures with traces, and organize repeated UI actions.

playwrightadvanced
Open resource

Selenium Page Objects and Grid Execution

Organize browser actions behind page objects and scale compatible tests with Selenium Grid.

seleniumadvanced
Open resource

Postman API Automation Testing Tutorial Advance Usage common command line options and file upload

This blog post takes a deep dive into the advanced usage of Postman API automation testing, focusing on common command line options, file upload scenarios, and SSL certificate scenarios. Learn how to use common command line options to optimize the testing process and solve the testing challenges of special scenarios such as file upload and SSL certificate.

postmanadvanced
Open resource

Pytest API Automation Testing Tutorial Advance Usage Filtering test case execution and Concurrent testing

Focus on test case screening, concurrency testing and distributed testing. Learn how to execute test cases in a targeted manner to improve testing efficiency. Explore Pytest concurrent testing features and learn how to execute multiple test cases at the same time to reduce testing time.

pytestadvanced
Open resource

REST Assured API Automation Testing Tutorial: Advanced Usage - Integration CI CD and Integration Allure Report

dive into advanced applications of REST Assured, focusing on how to integrate CI/CD (Continuous Integration/Continuous Delivery) tools and integrate Allure test reports.

rest-assuredci-cd
Open resource

SuperTest API Automation Testing Tutorial Advance Usage - Data Driven

advanced usage of Supertest, focusing on data-driven testing. You will learn how to extend and optimize your Supertest test suite with data parameterization to improve test coverage.

supertestadvanced
Open resource

Gatling Performance Testing Tutorial advanced usage: CI/CD Integration

This article introduces the advanced usage of the performance testing tool gatling: CI/CD integration, using github action as an example to introduce how to integrate gatling into the CI/CD process.

gatlingci-cd
Open resource

JMeter in CI: Repeatable CLI Runs and Published Reports

Run a bounded JMeter smoke or baseline test in CI and retain the results needed for review.

jmeterci-cd
Open resource

K6 Performance Testing Tutorial - Advanced Usage: How to Quickly Write K6 Performance Test Scripts

This blog post provides an in-depth introduction to K6 performance testing, covering multiple shortcuts beyond traditional JavaScript script writing. First, through K6's Test Builder tool, readers can easily and quickly generate performance test scripts, simplifying the script writing process. Second, the post introduces how to use the K6 Recorder to generate scripts by recording operations, eliminating manual writing steps. Finally, readers can learn how to use browser developer tools to obtain HAR files and convert them to K6 scripts using the har-to-k6 tool. Through this article, readers will gain a more comprehensive understanding of K6 performance testing tool's flexibility and diverse script writing methods.

k6advanced
Open resource

Cypress in CI: Headless Runs, Browser Choice, and Artifacts

Run Cypress in CI with a reproducible application server and publish failure evidence.

cypressci-cd
Open resource

Playwright in CI: Browsers, Shards, and Test Artifacts

Run Playwright deterministically in CI and publish reports, traces, and screenshots for failed jobs.

playwrightci-cd
Open resource

Playwright MCP: Agent-Assisted Browser Exploration

Connect an MCP client to Playwright, investigate a controlled browser session, and turn evidence into durable Playwright Test coverage.

playwrightadvanced
Open resource

Selenium in CI: Headless Runs, Reports, and Artifacts

Run Selenium UI tests in a clean CI environment and keep the evidence needed to diagnose failures.

seleniumci-cd
Open resource

Postman API Automation Testing Tutorial Advance Usage AI Assistant Postbot Trial Introduction

This blog post is about the advanced usage of the Postman API Automation Testing tutorial, focusing on the trial of the AI assistant Postbot. The article may include the author's introduction to Postbot's features, how to use it, advantages and scenarios. By sharing the trial experience of Postbot, readers can learn how to optimize the API automation testing process with the help of AI technology to improve testing efficiency and accuracy. This tutorial is expected to provide Postman users with an opportunity to learn more about and try out the AI assistant, as well as provide guidance and inspiration for applying new technologies in API testing.

postmanadvanced
Open resource

Pytest API Automation Testing Tutorial Advance Usage Multiple Environment Support and Integration Allure Report

A deep dive into advanced Pytest usage, focusing on how Pytest is support multiple environment and integration allure report.

pytestadvanced
Open resource

SuperTest API Automation Testing Tutorial Advance Usage - Multiple Environment Support

focuses on advanced usage of SuperTest with an emphasis on multi-environment support. You will learn how to configure and manage multiple test environments for different stages of development and deployment.

supertestadvanced
Open resource

JMeter Performance Testing Best Practices

Design credible JMeter tests with stable data, measurable objectives, and reproducible evidence.

jmeterbest-practices
Open resource

K6 Performance Testing Tutorial - Advanced Usage: HTML Report Output and CI/CD Integration

Learn how to generate HTML reports from K6 performance tests and publish them in a GitHub Actions CI/CD pipeline for repeatable performance feedback.

k6ci-cd
Open resource

Cypress UI Testing Best Practices

Keep Cypress tests maintainable with deterministic state, observable assertions, and disciplined retries.

cypressbest-practices
Open resource

Playwright UI Testing Best Practices

Keep Playwright suites fast and trustworthy with semantic locators, isolated state, and evidence-driven debugging.

playwrightbest-practices
Open resource

Selenium UI Test Best Practices

Build maintainable Selenium suites with explicit synchronization, independent data, and useful failure evidence.

seleniumbest-practices
Open resource

Postman API Automation Testing Tutorial Advance Usage Integration CI CD and allure test report

This advanced guide focuses on the integration of Postman API automation testing with CI/CD and GitHub Actions, along with the incorporation of Allure test reports. Learn how to seamlessly integrate Postman tests into the CI/CD process, achieving automated testing through GitHub Actions. Additionally, understand how to integrate the Allure test report framework to generate detailed test result reports.

postmanci-cd
Open resource

Pytest API Automation Testing Tutorial Advance Usage Integration CI CD and Github Action

dive into advanced usage of Pytest, focusing on how to integrate Pytest into a CI/CD process and how to automate tests using GitHub Actions.

pytestci-cd
Open resource

SuperTest API Automation Testing Tutorial: Advanced Usage - Integration CI CD and Github action

dive into advanced usage of Supertest, focusing on how to integrate Supertest into a CI/CD process and how to automate tests using GitHub Actions.

supertestci-cd
Open resource

13 resources

Projects

Open QA projects to reference, run, and learn from.

View all

DSH-QA · QA Workbench

A local software testing workbench plugin for DeepSeek Harness. It brings test projects, iterations, boards, calendars, milestones, QA materials, and AI-assisted workflows into one workspace, with zero npm dependencies and local-first data.

JavaScript DeepSeek Harness DSH Plugin
Open resource

Awesome QA Prompt

A curated AI prompt collection for QA and software testing, covering the full testing lifecycle with 15+ test types, 3 workflows, and 225+ documents. Bilingual (EN/CN), supports ROSES, LangGPT, ICIO, CRISPE, RISE frameworks.

Markdown VitePress AI Prompts
Open resource

Awesome QA Skills

A curated QA skills library for AI coding agents and testing workflows, turning reusable QA practices into structured, executable skills for software testing work.

Markdown QA Skills AI Agents
Open resource

QA Glossary Wiki

A Chinese version of QA and software testing glossary wiki for personal learning. Covers terms from A/B Testing, Acceptance Testing, API Testing, to Agile Testing and more.

Markdown Wiki
Open resource

Bruno API Test Starter

API test starter using Bruno (open source, MIT). Supports Postman/Insomnia collection import, Assert & Tests scripts, environment variables, and CI/CD integration (e.g. GitHub Actions).

Bruno JavaScript GitHub Actions
Open resource

RestAssured API Test Starter

API test starter with RestAssured for Java. Structured project for REST API automation with Maven and JUnit.

Java RestAssured Maven/JUnit
Open resource

SuperTest API Test Starter

API test starter with SuperTest for Node.js. HTTP assertion library for testing REST APIs with Mocha/Chai.

Node.js SuperTest Mocha/Chai
Open resource

Postman API Test Starter

API test starter with Postman. Collection-based API tests with scripts and Newman for CLI/CI.

Postman JavaScript Newman
Open resource

Pytest API Test Starter

API test starter with Pytest for Python. REST API automation using pytest and requests.

Python Pytest requests
Open resource

Gatling Performance Test Starter

Performance test starter with Gatling. Load and stress testing with Scala DSL.

Scala Gatling
Open resource

K6 Performance Test Starter

Performance test starter with K6. Modern load testing with JavaScript/ES6 scripts.

K6 JavaScript
Open resource

Airtest Mobile UI Automation Starter

Mobile UI automation starter with Airtest. Cross-platform (Android/iOS) UI testing with Python.

Airtest Python Android/iOS
Open resource

Cypress Cucumber BDD UI Automation Starter

UI automation starter with Cypress and Cucumber for BDD. Write Gherkin scenarios and run them with Cypress.

Cypress Cucumber BDD
Open resource

92 resources

Blog

Writing on software testing, automation, AI, and quality practice.

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Bug Reporting: Turn “it sometimes fails” into a defect developers can reproduce reliably

Bug Reporting field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsBug Reporting
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Test Data Generation: Systematically cover normal, boundary, exceptional, and permission scenarios

Test Data Generation field guide covering project inputs, evidence, execution boundaries, advanced composition, and team gates.

AI TestingAgent SkillsTest Data Generation
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Test Reporting: Turn test results into actionable quality conclusions

Test Reporting field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTest Reporting
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Test Case Review: Find coverage gaps, ambiguous assertions, and high-risk scenarios

Test Case Review field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTest Case Review
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Test Case Review Plus: Trace high-risk gaps across requirements, cases, and evidence

Test Case Reviewer Plus field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTest Case Reviewer Plus
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Test Case Writing Plus: Keep requirements, rules, and test cases traceable end to end

Testcase Writer Plus field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTestcase Writer Plus
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Accessibility Testing: Systematically validate the full user experience from keyboard operation onward

Accessibility Testing field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsAccessibility Testing
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Mobile Testing: Cover weak networks, permissions, and app lifecycle scenarios

Mobile Testing field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsMobile Testing
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Test Case Writing: Turn acceptance criteria into executable, verifiable test cases

Test Case Writing field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTest Case Writing
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Functional Testing: Systematically design test scenarios from business flows

Functional Testing field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsFunctional Testing
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Manual and Exploratory Testing: Explore changing requirements while preserving test evidence

Manual/Exploratory Testing field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsManual Exploratory Testing
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Quality Risk Analysis: Identify, assess, and prioritize the risks that matter

Quality Risk Analysis field guide covering project inputs, evidence, execution boundaries, advanced composition, and team gates.

AI TestingAgent SkillsQuality Risk Analysis
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Test Strategy: Clarify scope, risk, and quality gates before testing starts

Test Strategy field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTest Strategy
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Test Strategy Plus: Make scope, risk, and evidence truly traceable

Test Strategy Plus field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTest Strategy Plus
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Test Strategy Review: Review scope, risk, and release gates based on evidence

Test Strategy Review field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTest Strategy Review
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Acceptance Criteria Review: Identify ambiguous, missing, and unverifiable acceptance conditions

Acceptance Criteria Review field guide covering project inputs, evidence, execution boundaries, advanced composition, and team gates.

AI TestingAgent SkillsAcceptance Criteria Review
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Requirement Gap Analysis: Find rule gaps, exception paths, and undefined states

Requirement Gap Analysis field guide covering project inputs, evidence, execution boundaries, advanced composition, and team gates.

AI TestingAgent SkillsRequirement Gap Analysis
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Testability Analysis: Determine whether requirements are truly testable, controllable, and verifiable

Testability Analysis field guide covering project inputs, evidence, execution boundaries, advanced composition, and team gates.

AI TestingAgent SkillsTestability Analysis
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Release Testing Workflow: Complete testing from release preparation to production verification

Release Testing Workflow field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsRelease Testing Workflow
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Requirements Analysis: Find requirement issues before designing tests

Requirements Analysis field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsRequirements Analysis
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Requirements Analysis Plus: Trace requirement sources, differences, and changes across documents

Requirements Analysis Plus field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsRequirements Analysis Plus
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Daily Testing Workflow, putting testing into the delivery rhythm

Daily Testing Workflow field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsDaily Testing Workflow
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Testing Skill Discovery, putting testing into the delivery rhythm

Testing Skill Discovery field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsTesting Skill Discovery
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Sprint Testing Workflow, putting testing into the delivery rhythm

Sprint Testing Workflow field guide: inputs, sample output, evidence boundaries, installation, and common mistakes.

AI TestingAgent SkillsSprint Testing Workflow
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dsh-qa: An AI Testing Workbench Inside DeepSeek Harness

dsh-qa is a local testing workbench plugin for DeepSeek Harness: dashboard, calendar, kanban, gates, and AI collaboration on one screen, with a DSH session per project.

AI in Testing
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From Requirements to Release: Running a Full Test Project with dsh-qa

Follow a test project end to end with dsh-qa: requirements, test design, review gates, execution, defect regression, milestones, reporting, and release.

AI in Testing
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Awesome QA Skills: Using AI to Make Testing Work Better

Awesome QA Skills is a practical QA skill library for AI tools. It captures testing knowledge into reusable skills so teams can deliver faster and more consistently.

AI in Testing
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Awesome QA Prompt: Using AI to Make Testing Work Better

Awesome QA Prompt an AI prompt library for QA work. The idea is to capture expert testing knowledge in prompt templates, so AI can work like a senior test engineer

AI in Testing
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30 Days of AI in Testing Challenge: Day 31 Bonus: Visualise the future of AI in testing

Day 31 bonus reflection visualizing the future of AI in testing, including team roles, workflows, risks, and opportunities for sustainable adoption.

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 30: Consider what your AI Test Buddy would do for you

Day 30 exploration of what an AI test buddy should do: augmenting planning, generation, analysis, and feedback loops for higher-quality testing.

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 29: Share whose work is influencing your AI in testing approach

Day 29 recap of experts and communities influencing my AI-in-testing approach, with key takeaways and how they shape practical testing decisions.

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 28: Build your own AI Tools

Day 28 notes on building your own AI testing tools, from problem framing and prototype design to validation and iteration in real workflows.

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 27: Assess your team’s readiness to adopt AI-assisted testing

Day 27 reflection on evaluating team readiness for AI-assisted testing, identifying capability gaps, and creating a practical adoption roadmap.

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 26: Investigate strategies to minimise the carbon footprint of AI in testing

The blog post discusses strategies for minimizing carbon footprint in AI testing, as part of the 30-day AI Testing Challenge…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 25: Explore AI-driven security testing and share potential use cases

This blog post is about the twenty-fifth day of the 30-Day AI Testing Challenge, exploring AI-driven security testing and sharing potential use cases…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 24: Investigate code explanation techniques and share your insights

This blog post is about the 24th day of the 30-day AI Testing Challenge, exploring code interpretation techniques and sharing insights…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 23: Assess AI effectiveness in visual testing and discuss the advantages

This blog post is about Day 23 of the 30-Day AI Testing Challenge, focusing on assessing the effectiveness of Artificial Intelligence in visual testing and discussing its advantag…

AI in Testing30 Days of AI in TestingVisual Testing
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30 Days of AI in Testing Challenge: Day 22: Reflect on what skills a team needs to succeed with AI-assisted testing

This blog post is about Day 22 of the 30-Day AI Testing Challenge, discussing the skills necessary for a team to succeed in AI-assisted testing…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 21: Develop your AI in testing manifesto

This blog post is about Day 21 of the 30-Day AI Testing Challenge, encouraging participants to create their own AI Testing Manifesto…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 20: Learn about AI self-healing tests and evaluate how effective they are

This blog post is about Day 20 of the 30-Day AI Testing Challenge,exploring the effectiveness of AI self-healing tests. The article may include the author's definition, purpose…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 19: Experiment with AI for test prioritisation and evaluate the benefits and risks

This blog post is about Day 19 of the 30-Day AI Testing Challenge, focusing on exploring the role of AI in test priority sorting and evaluating its pros and cons…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 18: Share your greatest frustration with AI in Testing

This blog post is about Day 18 of the 30-Day AI Testing Challenge, aimed at sharing the biggest challenges participants face in AI testing. The article may include difficulties…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 17: Automate bug reporting with AI and share your process and evaluation

This blog post is about Day 17 of the 30-Day AI Testing Challenge, looking at automating bug reporting with AI and sharing your personal process and evaluation results…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 16: Evaluate adopting AI for accessibility testing and share your findings

This blog post is about Day 16 of the 30-Day AI Testing Challenge to evaluate the adoption of AI for accessibility testing and share personal findings…

AI in Testing30 Days of AI in TestingAccessibility Testing
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Postman API Automation Testing Tutorial Advance Usage AI Assistant Postbot Trial Introduction

This blog post is about the advanced usage of the Postman API Automation Testing tutorial, focusing on the trial of the AI assistant Postbot…

PostmanAPI TestingAutomated Testing
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30 Days of AI in Testing Challenge: Day 15: Gauge your short-term AI in testing plans

This blog post is Day 15 of the 30 Day AI Testing Challenge and looks at measuring short-term AI in test programs…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 14: Generate AI test code and share your experience

This blog post is about the 14th day of the 30-Day AI Testing Challenge event, aimed at generating AI test code and sharing experiences…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 13: Develop a testing approach and become an AI in testing champion!

This blog post is about the thirteenth day of the 30-Day AI Testing Challenge event, where participants are required to develop their own testing methods and become pioneers in AI…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 12: Evaluate whether you trust AI to support testing and share your thoughts

This blog post is day eleven of the 30 Days of AI Testing Challenge, focusing on the use of AI to generate test data and evaluating its effectiveness…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 11: Generate test data using AI and evaluate its efficacy

This blog post is day eleven of the 30 Days of AI Testing Challenge, focusing on the use of AI to generate test data and evaluating its effectiveness…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 10: Critically Analyse AI-Generated Tests

This blog post is day ten of the 30 Days of AI Testing Challenge,which calls for participants to critically analyze tests generated by artificial intelligence…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 9: Evaluate prompt quality and try to improve it

This blog post is the eighth day of the 30-day AI Testing Challenge, focusing on creating detailed prompts to support the testing activities…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 8: Craft a detailed prompt to support test activities

This blog post is the eighth day of the 30-day AI Testing Challenge, focusing on creating detailed prompts to support the testing activities…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 7: Research and share prompt engineering techniques

This blog post is the seventh day of the 30-Days AI Testing Challenge, which requires participants to research and share real-time engineering technology…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 6:Explore and share insights on AI testing tools

This blog post is day six of the 30 Days of AI Testing Challenge, encouraging participants to explore and share insights about artificial intelligence testing tools…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 5:Identify a case study on AI in testing and share your findings

This blog post is for the fifth day of the 30-day AI testing challenge event, which requires participants to identify a case study of artificial intelligence in testing and share …

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 4: Watch the AMA on Artificial Intelligence in Testing and share your key takeaway

This blog post is the fourth day of the 30-Day AI in Testing Challenge, in which participants are asked to watch a video or presentation on artificial intelligence in testing and …

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 3: List ways in which AI is used in testing

This blog post is the third day of the 30-Day AI Testing Challenge and focuses on the many ways AI can be used in testing…

Automated TestingAI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 2: Read an introductory article on AI in testing and share it

This blog post is the second day of the 30-Day AI in Testing Challenge and focuses on a session where participants read and share introductory articles related to AI in testing…

AI in Testing30 Days of AI in Testing
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30 Days of AI in Testing Challenge: Day 1: Introduce yourself and your interest in AI

This blog post is about the first day of the 30 Day AI Testing Challenge and introduces the start of the program…

AI in Testing30 Days of AI in Testing
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Bruno API Automation Testing Tutorial: Building a Bruno API Automation Test project from 0 to 1

This blog post serves as a tutorial on Bruno API automation testing, guiding readers on constructing a Bruno API automation test project from scratch…

BrunoAPI TestingAutomated Testing
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K6 Performance Testing Tutorial: Common Functions (1) - HTTP Request, Metrics and Checks

The article provides a detailed exploration of the HTTP request functionality in K6, dissecting common performance metrics and check features…

K6Performance Testing
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K6 Performance Testing Tutorial: Getting Started and Write your first k6 test script

This article will take you into the world of K6 performance testing. The blog post covers the introductory knowledge of K6 performance testing, environment setup steps…

K6Performance Testing
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Declaration Regarding Plagiarism of My Articles

This blog post is a statement on the plagiarism of my articles.

Software Testing
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API Testing Tutorial for Beginners: different frameworks and different development languages

This blog post compiles tutorials on API automation testing using various frameworks and programming languages, providing readers with comprehensive learning resources…

API TestingAutomated Testing
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Postman API Automation Testing Tutorial Advance Usage common command line options and file upload

This blog post takes a deep dive into the advanced usage of Postman API automation testing, focusing on common command line options, file upload scenarios…

PostmanAPI TestingAutomated Testing
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Postman API Automation Testing Tutorial Advance Usage Data Driven

This blog post dives into advanced techniques for Postman API automation testing, focusing on data file driving and environment variable data driving…

PostmanAPI TestingAutomated Testing
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Postman API Automation Testing Tutorial Advance Usage Common Test Scripts and Third-Party Packages

A deep dive into advanced usage of Postman API automation testing, focusing on commonly used test scripts and third-party package examples…

PostmanAutomated TestingAPI Testing
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Postman API Automation Testing Tutorial Advance Usage Integration CI CD and allure test report

This advanced guide focuses on the integration of Postman API automation testing with CI/CD and GitHub Actions, along with the incorporation of Allure test reports…

PostmanAPI TestingAutomated Testing
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Postman API Automation Testing Tutorial: Getting Started and Building a Postman API Automation Test project from 0 to 1

This guide provides a comprehensive introduction to getting started with Postman API automation testing…

PostmanAPI TestingAutomated Testing
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Pytest API Automation Testing Tutorial Advance Usage Filtering test case execution and Concurrent testing

Focus on test case screening, concurrency testing and distributed testing. Learn how to execute test cases in a targeted manner to improve testing efficiency…

PytestAutomated TestingAPI Testing
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Pytest API Automation Testing Tutorial Advance Usage Multiple Environment Support and Integration Allure Report

A deep dive into advanced Pytest usage, focusing on how Pytest is support multiple environment and integration allure report.

PytestAPI TestingAutomated Testing
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Pytest API Automation Testing Tutorial Advance Usage Common Assertions and Data Driven

A deep dive into advanced Pytest usage, focusing on how Pytest is commonly asserted and data-driven.

PytestAPI TestingAutomated Testing
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Pytest API Automation Testing Tutorial Advance Usage Integration CI CD and Github Action

dive into advanced usage of Pytest, focusing on how to integrate Pytest into a CI/CD process and how to automate tests using GitHub Actions.

PytestAPI TestingAutomated Testing
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Pytest API Automation Testing Tutorial: Building a Pytest API Automation Test project from 0 to 1

dive into how to build a Pytest API automation testing project from scratch.Pytest is a popular Java library for performing REST API testing…

PytestAPI TestingAutomated Testing
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Pytest API Automation Testing Tutorial: Getting Started and Setting Up Your Environment

a tutorial on Pytest, focusing on getting started and preparing the environment to be built.

PytestAPI TestingAutomated Testing
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SuperTest API Automation Testing Tutorial Advance Usage - Multiple Environment Support

focuses on advanced usage of SuperTest with an emphasis on multi-environment support. You will learn how to configure and manage multiple test environments for different stages of…

SupertestAPI TestingAutomated Testing
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SuperTest API Automation Testing Tutorial Advance Usage - Data Driven

advanced usage of Supertest, focusing on data-driven testing. You will learn how to extend and optimize your Supertest test suite with data parameterization to improve test covera…

SupertestAPI TestingAutomated Testing
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SuperTest API Automation Testing Tutorial: Advanced Usage - Common Assertions

This blog focuses on advanced usage of Supertest, with a particular focus on commonly used assertions.

SupertestAutomated TestingAPI Testing
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SuperTest API Automation Testing Tutorial: Advanced Usage - Integration CI CD and Github action

dive into advanced usage of Supertest, focusing on how to integrate Supertest into a CI/CD process and how to automate tests using GitHub Actions.

SupertestAPI TestingAutomated Testing
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SuperTest API Automation Testing Tutorial: Building a Supertest API Automation Test project from 0 to 1

dive into how to build a Supertest API automation testing project from scratch.Supertest is a popular Java library for performing REST API testing…

SupertestAPI TestingAutomated Testing
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SuperTest API Automation Testing Tutorial: Getting Started and Setting Up Your Environment

a tutorial on Supertest, focusing on getting started and preparing the environment to be built.

SupertestAPI TestingAutomated Testing
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REST Assured API Automation Testing Tutorial: Advanced Usage - Integration CI CD and Integration Allure Report

dive into advanced applications of REST Assured, focusing on how to integrate CI/CD (Continuous Integration/Continuous Delivery) tools and integrate Allure test reports.

RestAssuredAPI TestingAutomated Testing
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REST Assured API Automation Testing Tutorial: Advanced Usage - Validating Responses and Logging, Filters, File Uploads

provide an in-depth look at advanced uses of REST Assured, with a focus on validating API responses, logging, and the application of filters.

RestAssuredAutomated TestingAPI Testing
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REST Assured API Automation Testing Tutorial: Building a REST Assured API Automation Test project from 0 to 1

dive into how to build a REST Assured API automation testing project from scratch.

RestAssuredAPI TestingAutomated Testing
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REST Assured API Automation Testing Tutorial: Getting Started and Setting Up Your Environment

a tutorial on REST Assured, focusing on getting started and preparing the environment to be built.

RestAssuredAPI TestingAutomated Testing
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Gatling Performance Testing Tutorial advanced usage: CI/CD Integration

This article introduces the advanced usage of the performance testing tool gatling: CI/CD integration…

K6Performance TestingGatling
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Gatling Performance Testing Tutorial advanced usage: Test report analysis and Performance Scenario Setting

This article introduces the advanced usage of the performance testing tool gatling: analysis of performance test reports, introduction of different types of test report reports…

K6GatlingPerformance Testing
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gatling Performance Testing Tutorial: building your own gatling project from 0 to 1

The article introduces the performance testing tool gatling advanced introduction: from 0 to 1 build your own Gatling project, introduces the basic use of Gatling…

K6GatlingPerformance Testing
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Gatling Performance Testing Tutorial: Getting Started

This article describes how to get started with the performance testing tool gatling, how to set up the environment, and how to get the official demo up and running.

K6Performance TestingGatling
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Introducing Bruno for Replacement Postman

Article introduces postman replacement tool bruno beginner's introduction, how to migrate postman scripts to bruno

PostmanBruno
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Introduce of API Testing

文章介绍接口测试的简介,类型和工具

API Testing
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30-Day Learning Plans

Learn progressively with one focused goal each day.