Free AI Prompt Library - ChatGPT, Claude, Gemini

GitHub Copilot Prompt for Skills Assessment

GitHub Copilot, the AI coding assistant integrated into IDEs, can be repurposed from its usual code completion role into a powerful tool for evaluating technical skills. By leveraging its ability to analyze code, generate exercises, and produce evaluation grids, technical leads, trainers, and recruiters can structure rigorous and reproducible assessment processes. Whether you want to audit an existing team's skills, design a technical test for recruitment, or create a personalized upskilling path, Copilot helps you formalize objective criteria and generate assessment scenarios suited to the target level. The key advantage lies in its deep knowledge of development best practices, design patterns, and industry standards, enabling it to produce evaluations aligned with real market expectations. This prompt guides you to transform Copilot into a structured evaluator capable of covering both pure technical skills and abilities in software architecture, code review, and problem-solving.

GitHub Copilot Prompt for Creating an Interactive Tutorial

GitHub Copilot has become an essential assistant for developers looking to create engaging learning experiences. When it comes to designing an interactive tutorial, Copilot excels at generating structured educational components: practical exercises with real-time validation, integrated quizzes, embedded code editors, and step-by-step progression systems. By formulating a precise prompt, you can obtain a complete tutorial architecture including navigation between sections, persistence of learner progress, and instant feedback mechanisms. Whether you are developing a tutorial to teach a programming language, a JavaScript library, or a complex technical concept, GitHub Copilot allows you to go from idea to functional prototype in minutes. The main challenge lies in the quality of the prompt: a too vague prompt will produce a simple static document, while a well-structured prompt will generate a true interactive learning environment with auto-corrected exercises, progressive hints, and an adaptive path. Discover how to fully leverage Copilot to transform your educational content into immersive experiences.

GitHub Copilot Prompt for Creating a Syllabus

GitHub Copilot, GitHub's AI assistant integrated into code editors, also proves to be a powerful tool for creating structured educational content. By leveraging its contextual text generation capabilities, you can design complete and coherent syllabi for any teaching domain. Whether you are a teacher, corporate trainer, or online course creator, GitHub Copilot helps you structure your pedagogical objectives, organize module progression, and define assessment methods. The key advantage lies in its ability to propose logical structures based on best educational practices, while adapting to the target audience's level. By formulating a precise prompt, you will obtain a professional syllabus that meets academic standards and can serve as a solid foundation for your training program. This approach saves you considerable time on the initial design phase, allowing you to focus on refining content and personalizing it for your specific audience.

GitHub Copilot Prompt for Creating Flashcards

GitHub Copilot, the AI-powered coding assistant, is not limited to code generation. It also excels at creating structured content like flashcards, a highly effective learning tool based on spaced repetition. Whether you are a student preparing for an exam, a developer wanting to memorize technical concepts, or a teacher creating educational material, Copilot can generate complete flashcard sets in seconds. By leveraging its contextual understanding and ability to structure information, you can produce front-and-back cards covering vocabulary, definitions, formulas, or key concepts in any domain. The major advantage lies in generating flashcards directly in usable formats — JSON, CSV, or Markdown — ready to be imported into Anki, Quizlet, or any other review app. This guide shows you how to formulate the ideal prompt to get accurate, well-structured flashcards tailored to your learning level.

GitHub Copilot Prompt to Create a Quiz

GitHub Copilot, the AI-powered coding assistant, is not limited to code completion. It also excels at creating interactive quizzes, whether for educational platforms, assessment forms, or online trivia games. By formulating a precise prompt, you can generate a complete quiz with questions, answer options, corrections, and scoring logic in seconds. Copilot's major advantage lies in its ability to produce functional code directly integrable into your project, whether it's React, Vue.js, Python, or any other framework. Rather than manually building each question and wiring up the validation logic, you describe the desired structure and Copilot generates the entire component. This approach significantly accelerates development while ensuring a clean and maintainable codebase. Whether you are a teacher wanting to create online exercises, a developer building an educational application, or a content creator seeking to engage your audience, mastering the right prompts for Copilot will transform your quiz creation workflow.

GitHub Copilot Prompt for Creating a Training Program

GitHub Copilot, the AI-powered coding assistant from GitHub, is not limited to code generation. With its contextual understanding and structured text generation capabilities, it becomes a valuable ally for designing comprehensive training programs. Whether you are a learning manager, independent trainer, or HR manager, Copilot can help you structure coherent learning paths, define measurable learning objectives, and create materials tailored to your audience. By leveraging Copilot's integrated chat in VS Code or GitHub.com, you can quickly iterate on your program structure, generate practical exercises, and even produce evaluation grids aligned with targeted skills. The key advantage lies in Copilot's ability to maintain consistency across different modules while adapting to the specific constraints of your context: duration, learner level, teaching modalities. This prompt is designed to fully exploit these capabilities and deliver a structured and actionable training program in minutes.

GitHub Copilot Prompt for Correcting Assignments

GitHub Copilot, the AI assistant integrated directly into your code editor, can be creatively repurposed to correct student, pupil, or collaborator assignments. By leveraging its textual analysis and structured generation capabilities, you can transform Copilot into an intelligent corrector capable of evaluating grammar, spelling, argumentative coherence, and writing quality of any text. The major advantage of Copilot lies in its seamless integration with your work environment: paste the text to be corrected into a file, run the prompt in Copilot Chat, and get a detailed correction with annotations, score, and personalized recommendations. Whether you are a teacher grading essays, a trainer evaluating internship reports, or a manager reviewing professional documents, this approach saves you considerable time while ensuring consistent and objective correction. The prompt proposed here is optimized to produce constructive, kind, and pedagogical feedback, clearly distinguishing factual errors from stylistic awkwardness.

GitHub Copilot Prompt for Creating a Course Plan

GitHub Copilot, the coding assistant powered by GitHub and OpenAI's artificial intelligence, is not limited to code generation. Thanks to its natural language understanding capabilities, it can be a valuable ally for teachers, trainers, and instructional designers who want to quickly structure a complete course plan. By formulating a well-constructed prompt directly in your code editor or via Copilot Chat, you can obtain a coherent pedagogical architecture including learning objectives, thematic progression, practical activities, and assessment methods. Copilot's advantage lies in its ability to adapt to the technical context: if you are creating a programming course, it can simultaneously suggest relevant code exercises. This guide offers an optimized prompt for generating a structured course plan, adaptable to any discipline, with variations according to your level of pedagogical requirement. Whether you are preparing professional training, a university module, or a practical workshop, these prompts will save you considerable time in the design phase.

GitHub Copilot Prompt for Creating E2E Tests

End-to-end (E2E) tests are essential for validating the overall functionality of an application, but writing them is often time-consuming and repetitive. GitHub Copilot, integrated directly into your code editor, can significantly speed up this process by generating comprehensive test scenarios from natural language descriptions. Whether you use Playwright, Cypress, or Selenium, Copilot understands the context of your project—components, routes, selectors—to produce realistic and maintainable tests. The challenge is to craft prompts precise enough to obtain tests that cover critical user journeys, handle wait states and assertions robustly, while respecting your testing framework's best practices. In this guide, you will find an optimized main prompt as well as variants adapted to your experience level to get the most out of GitHub Copilot in creating your E2E tests.

GitHub Copilot Prompt to Generate a Database Schema

GitHub Copilot radically transforms how developers design their databases. Instead of starting from a blank sheet and manually writing each CREATE TABLE statement, you can now describe your business domain in natural language and get a complete schema in seconds. The tool excels particularly in generating relational schemas with appropriate primary keys, foreign keys, indexes, and constraints. Whether you work with PostgreSQL, MySQL, SQLite, or SQL Server, Copilot adapts the syntax and data types to the targeted SQL dialect. This approach significantly accelerates the modeling phase, reduces syntax errors, and allows you to focus on business logic rather than SQL mechanics. A well-crafted prompt is key: by specifying the application context, entity relationships, and business constraints, you get a production-ready schema that follows best practices for normalization and performance.

Claude Prompt to Create a Sales Funnel

Creating an effective sales funnel is one of the major challenges of digital marketing. Each stage—from the landing page to the email sequence, through the sales page and upsell—must be designed to guide the prospect toward purchase. Claude excels at this task thanks to its ability to understand purchase psychology, structure persuasive arguments, and maintain narrative coherence throughout the customer journey. Unlike a manual approach that requires weeks of work among copywriters, strategists, and developers, Claude can generate the complete architecture of a sales funnel in minutes. The AI analyzes your offer, identifies potential objections from your target audience, and builds each funnel component with proven conversion logic. Whether you sell online training, SaaS, physical products, or coaching, Claude adapts the tone, arguments, and structure to your specific market. The secret lies in the quality of the prompt: the more context you provide about your customer avatar, unique value proposition, and conversion goals, the more effective and ready-to-deploy the generated funnel will be.

GitHub Copilot Prompt to Generate Exercises

GitHub Copilot, the AI-powered coding assistant from GitHub, proves to be a remarkable tool for generating educational exercises suitable for all levels. Whether you are a development trainer, computer science teacher, or educational content creator, Copilot can produce structured, progressive, and immediately usable exercises. By formulating a precise prompt directly in your code editor, you get complete statements with context, constraints, hints, and commented solutions. The major advantage lies in Copilot's ability to generate exercises grounded in real code, with correct syntax and relevant test cases. Unlike a generic generator, Copilot understands your project context, the language used, and common patterns, thus producing technically coherent exercises. This prompt is designed to fully exploit these capabilities by guiding Copilot towards structured, progressive, and directly usable pedagogical production in training or self-learning.