🎓Education

GitHub Copilot Prompt: Generate a Review Plan

GitHub Copilot goes beyond code completion: it's an assistant capable of structuring comprehensive review plans for your software projects. Whether you are preparing a code review before deployment, a major refactoring, or a security audit, a well-crafted prompt enables Copilot to produce a methodical plan covering every critical aspect. The challenge is to provide enough context about your codebase, goals, and constraints so that the generated plan is actionable, not generic. A good review plan identifies risk areas, prioritizes checks, and proposes clear acceptance criteria. By using Copilot Chat in your IDE, you can quickly iterate on this plan by confronting it directly with the source code open in your editor. This approach transforms a often overlooked task—structured review planning—into a fast and reproducible process that improves overall code quality and reduces regressions in production.

Stable Diffusion Prompt for Creating Flashcards

Stable Diffusion is a powerful tool for generating custom educational visuals, and creating flashcards is one of its most practical applications. Whether you're a student, teacher, or educational content creator, producing visually appealing and consistent memory cards can transform your learning process. With Stable Diffusion, you can generate precise illustrations for each concept, maintain a uniform graphic style across your entire deck, and customize each visual according to the subject matter — vocabulary, science, history, or anatomy. Unlike generic image banks, Stable Diffusion allows you to create exactly the illustration you need, with the level of detail and artistic style suited to your target audience. This prompt is designed to produce visuals in card format, with a clean background, a sharp central illustration, and space reserved for text, ready to be integrated into Anki, Quizlet, or printed directly.

Mistral Prompt to Generate a Study Plan

Mistral, the French AI model, excels at generating structured content in French, making it a particularly suitable tool for creating personalized study plans. Whether you are preparing for a university exam, a competitive exam, or a professional certification, a well-constructed study plan makes the difference between scattered learning and methodical preparation. By leveraging Mistral's capabilities, you can obtain a study schedule tailored to your calendar, the volume of content to master, and your identified strengths and weaknesses. The model can prioritize topics by order of importance, integrate proven memorization techniques like spaced repetition, and suggest realistic study slots. This guide provides optimized prompts to get the most out of Mistral when building your study plan, with variants adapted to each level of requirement. The goal is to transform a mass of knowledge to assimilate into a structured, progressive, and actionable path, day by day.

Gemini Prompt for Generating Exercises

Gemini, Google's artificial intelligence model, excels at creating structured educational content adapted to different learning levels. Whether you are a teacher, trainer, or instructional designer, using Gemini to generate exercises saves considerable time while maintaining high pedagogical quality. The model can produce a variety of exercises—MCQs, fill-in-the-blank exercises, case studies, open-ended problems—while respecting the learning objectives you define. Thanks to its fine understanding of the educational context, Gemini can adjust the difficulty level, integrate explanatory feedback for each answer, and structure a coherent progression. The main challenge lies in prompt formulation: a well-constructed prompt produces exercises that are immediately usable in class or training, while a vague prompt generates generic, less usable content. In this guide, you will find an optimized main prompt as well as variants adapted to your level of requirement, to turn Gemini into a true instructional design assistant.

Stable Diffusion Prompt for Generating Exercises

Stable Diffusion is an AI image generation tool that can be creatively repurposed to produce visual aids for educational exercises. Whether you are a teacher, trainer, or educational content creator, Stable Diffusion's ability to generate precise, contextualized illustrations opens up remarkable possibilities for creating visual exercises. From anatomical diagrams to label, to historical scenes for analysis, to mathematical illustrations or foreign language vocabulary sheets, Stable Diffusion lets you quickly produce custom visuals that would otherwise be costly or time-consuming to create. The main challenge lies in crafting the prompt: you need to guide the model to generate clear, educational images suited to the learners' level, while avoiding visual ambiguities that could hinder comprehension. This guide provides optimized prompts to turn Stable Diffusion into a true educational exercise creation assistant, with variants tailored to each expertise level.

Midjourney Prompt for Proofing Copies

Midjourney is an artificial intelligence image generation tool that can transform the way you proof visual copies. Whether you're a graphic designer, art director, or marketing manager, proofing copies — be it advertising mockups, campaign visuals, or print materials — is a crucial step in the creative process. Traditionally, proofing a copy involves multiple back-and-forth rounds between the designer and the client, with adjustments to composition, colors, typography, and layout. With Midjourney, you can now quickly generate corrected variations of your visuals, test different proofing approaches, and produce alternatives in seconds. The tool excels particularly at composition retouching, color harmonization, and correcting the overall visual balance of a copy. By using the right prompts, you can guide Midjourney to precisely understand the flaws to correct and generate improved versions faithful to your original creative intent. This guide offers you optimized prompts to get the most out of Midjourney in your copy proofing workflow.

Claude Prompt for Grading Papers

Grading papers is one of the most time-consuming tasks for teachers, trainers, and professors. Whether for essays, exams, homework, or practical work, each paper requires careful reading, rigorous assessment, and constructive feedback. Claude can transform this process by acting as an intelligent grading assistant. Thanks to its fine language understanding and ability to follow precise evaluation rubrics, Claude analyzes each paper according to your criteria, identifies recurring errors, evaluates argument quality, and generates personalized feedback for each student. The goal is not to replace the teacher's pedagogical judgment but to provide a structured first draft that significantly speeds up the grading process while ensuring consistency across all papers. Claude excels particularly at identifying spelling and grammar errors, analyzing argumentative structure, and formulating kind but demanding comments that truly help students improve.

DALL-E Prompt for Correcting Copy

DALL-E, OpenAI's image generation model, offers powerful editing capabilities that go far beyond simple visual creation. Among its most useful features for marketing and communication professionals, correcting copy—ad texts, slogans, taglines—directly on existing visuals represents a significant time-saver. Rather than going back to editing software or asking a designer to change a word on a poster, DALL-E lets you regenerate the image with the corrected text embedded. This approach is especially relevant for teams iterating quickly on ad mockups, packaging designs, or social media visuals. By crafting a precise prompt that describes both the visual context and the desired text correction, you get a coherent result in seconds. This guide offers an optimized prompt for efficiently correcting your copy on DALL-E-generated visuals, with variants suited to your expertise level and the complexity of your editorial needs.

Perplexity Prompt for Creating a Training Program

Perplexity stands out from other AI tools with its ability to cross-reference web sources in real time, making it a formidable ally for designing a structured and up-to-date training program. Unlike a simple chatbot, Perplexity actively searches for pedagogical frameworks, industry trends, and andragogical best practices before formulating its response. Whether you are an independent trainer, a corporate training manager, or an instructional designer, you can leverage this capability to create programs aligned with the skills actually demanded by the market. The tool excels particularly in identifying prerequisites, modular structuring, and suggesting varied learning activities. By formulating a precise prompt that frames the target audience, operational objectives, and time constraints, you get a complete program that you can then refine according to your business expertise. This approach saves you hours of research and structuring, while ensuring a solid and documented foundation for your instructional design.

Sora Prompt for Creating a Training Program

Sora, the video generation model developed by OpenAI, opens up new possibilities for creating training programs. By combining precise textual instructions with Sora's visual capabilities, trainers and instructional designers can produce immersive content that captures learners' attention. Whether you are designing corporate training, an online course, or an onboarding program, Sora enables the generation of realistic educational videos illustrating scenarios, process demonstrations, or practical situations. The main challenge lies in the quality of the prompt: a well-structured prompt ensures videos that are coherent, professional, and perfectly aligned with your learning objectives. In this guide, you will discover a main prompt optimized for creating a complete training program with Sora, as well as variants adapted to different expertise levels. Each prompt is designed to maximize the relevance of the generated videos while respecting the fundamental principles of instructional design: logical progression, visual engagement, and clarity of message.

Perplexity Prompt to Generate a Revision Plan

Perplexity AI stands out from other AI assistants thanks to its ability to cross-reference up-to-date sources to produce reliable and cited answers. This strength makes it a particularly suitable tool for creating revision plans, as it can analyze official syllabi, proven pedagogical methodologies, and expert learning recommendations to build a customized schedule. Unlike a generic plan found online, a plan generated via Perplexity adapts to your subject, level, time constraints, and specific goals. Whether you are preparing for the baccalaureate, a competitive exam, university midterms, or a professional certification, a well-structured prompt will enable Perplexity to leverage its search capabilities to provide you with a detailed, realistic, and actionable revision plan. The challenge is to formulate your request with enough context for the AI to precisely understand your situation and produce a plan you can follow starting today, day by day, with memorization methods suited to each type of content to be learned.

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.