//AI Prompt Library
Prompt it right.
Copy-paste prompt templates for QA engineers. Each prompt is a starting draft — fill in the variables, review the output, and keep human ownership of the result. Never paste credentials, tokens, or customer data into any AI tool.
New to AI prompting? Prompt Engineering for Testing teaches you how to structure prompts so these templates work reliably for your codebase.
AI is an assistant, not an authority. Every prompt in this library produces a draft that requires human review. Verify selectors, test data, business logic, and factual claims before using any output. Do not paste secrets, credentials, API keys, or personal data into AI tools.
All categories65 prompts
Categories
65 prompts across 15 categories
Automation Script Creation
Prompt templates for generating test automation scripts in popular frameworks — Playwright, Cypress, REST Assured, axe-core, k6, and more. Each prompt produces a reviewed starting draft, not production-ready code.
Automation Framework Creation
Prompt templates for designing test automation frameworks — architecture, configuration, CI/CD integration, and reporting. Each output is a design for human review, not a drop-in production configuration.
Test Case Creation
Prompt templates for generating manual test cases, BDD Gherkin scenarios, edge case analyses, and exploratory testing charters from acceptance criteria and user stories.
Documentation Creation
Prompt templates for generating QA documentation — test strategies, test plans, repository READMEs, release notes, and regression summaries. Each output is a reviewed draft, not a finished document.
Repo AI Assistant Instructions
Prompt templates for writing AI assistant context files (CLAUDE.md, Copilot instructions, Cursor rules) and team testing guidelines for QA automation repositories. Once your context files are in place, the next step is packaging reusable behaviours as Agent Skills — see /ai/agent-skills.
Bug Report Prompts
Prompt templates for improving, structuring, and triaging bug reports — turning rough notes into developer-ready defect descriptions with clear reproduction steps, severity reasoning, and log summaries.
API Testing
Prompt templates for generating API test scenarios, collections, and automation — from OpenAPI specs, Postman/Bruno outlines, REST Assured classes, Karate feature files, and targeted negative and auth testing.
Accessibility Testing
Prompt templates for accessibility testing — test cases, WCAG checklists, keyboard navigation plans, bug report improvement, and ARIA/semantic HTML review. Each output requires human validation and screen-reader testing.
Security Testing
Prompt templates for defensive, QA-level security testing — safe test ideas, authentication checklists, RBAC verification, OWASP Top 10 planning, and security bug reporting. No exploit code or offensive techniques.
AI Model Testing
Prompt templates for evaluating and testing AI features — chatbot evaluation checklists, hallucination test cases, RAG evaluation frameworks, golden dataset design, and consistency regression testing.
Agent Skill Creation
Prompt templates for generating Agent Skills (SKILL.md files) for QA workflows — Playwright test generation, API testing, bug report improvement, and test case generation. Each prompt produces a complete, production-ready SKILL.md file for use with Claude Code, Codex, Copilot, or Cursor.
SKILL.md Generation
Prompt templates focused on producing the SKILL.md file itself — generating frontmatter, writing a precise activation description, converting existing prompts into skills, and designing multi-file skill structures with references and scripts.
Skill Review
Prompt templates for reviewing existing Agent Skills (SKILL.md files) — structured quality reviews, tightening vague descriptions, auditing trigger scope across a skill library, and splitting monolithic skills into focused sub-skills.
Repo Skill Creation
Prompt templates for recommending and planning Agent Skills at the repository and team level — skill recommendations from a repo's testing stack and pain points, repo-specific QA conventions skills, and skill library planning for QA teams.
Skill Safety Review
Defensive-only prompt templates for reviewing Agent Skills for safety risks — prompt injection via referenced files, unsafe script execution, credential and secret exposure, overbroad permissions, and pre-installation checklists. No exploit content; all reviews are defensive.