Prompt GitHub Copilot to Create 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 comprehensive 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 sound pedagogical 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 in the initial design phase, allowing you to focus on refining content and customizing it for your specific audience.

The prompt

GitHub Copilot

Create a complete and professional syllabus for a course titled "[COURSE TITLE]" aimed at a [BEGINNER/INTERMEDIATE/ADVANCED] level audience. The course lasts [NUMBER] weeks with [NUMBER] hours per week. Structure the syllabus with the following sections: 1) Course description and general objectives, 2) Required prerequisites, 3) Specific learning objectives formulated with Bloom's taxonomy (measurable action verbs), 4) Detailed week-by-week program with for each session: theme, sub-topics covered, required and supplementary readings, practical activities, 5) Assessment methods with weighting (exams, projects, participation), 6) Resources and recommended bibliography, 7) Course policy (attendance, late submissions, academic integrity). Ensure the pedagogical progression is logical, moving from fundamental concepts to complex applications. Use a professional tone suitable for the academic environment.

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Why it works

This prompt is effective because it provides an exhaustive structure that guides Copilot through each expected component of an academic syllabus, eliminating omissions. The explicit mention of Bloom's taxonomy steers generation toward measurable learning objectives compliant with educational standards. The variables in square brackets allow immediate customization while maintaining a rigorous framework that produces a directly usable result.

Expected result

You will obtain a multi-page structured document containing a complete syllabus with an engaging course description, precise learning objectives using action verbs, a week-by-week schedule detailing each session, and a weighted assessment system. The result will also include a relevant bibliography and standard course policies, all in a professional format ready to be distributed to students or submitted for institutional validation.

Variants by level

FAQ

Can GitHub Copilot adapt the syllabus to a specific discipline like sciences or humanities?

Yes, GitHub Copilot adapts the content based on the domain you specify in the prompt. For optimal results, specify not only the discipline but also the sub-domain (e.g., "molecular biology" rather than just "biology"). Copilot will then adjust the vocabulary, types of activities suggested (labs for sciences, case studies for management, text analysis for humanities), and bibliographic references to the disciplinary context. Feel free to mention specific reference textbooks in your field to guide the suggestions.

How can I ensure the generated learning objectives are compliant with educational standards?

By explicitly mentioning Bloom's taxonomy in your prompt, you guide Copilot to formulate objectives with measurable action verbs (identify, analyze, evaluate, design). However, verify that the generated objectives cover multiple cognitive levels and are not limited to lower levels (remember, understand). You can refine by specifically requesting one objective per taxonomic level. It is recommended to review and adjust the objectives so that they precisely match your institution's expectations and the skills actually assessed in the course.

Can I use GitHub Copilot to update an existing syllabus rather than create a new one?

Absolutely. Paste your existing syllabus into the editor and ask Copilot to revise it by specifying the desired modifications: add a week on a new topic, rephrase objectives according to Bloom's taxonomy, modernize the bibliography, or integrate new assessment methods. This iterative approach is often more effective than starting from scratch, as it preserves the validated structure and content while incorporating targeted improvements. Clearly state what must remain unchanged to avoid unwanted modifications.

How to use this prompt

Copy the prompt with the button above.
Paste it into ChatGPT, Claude or your favorite AI assistant.
Replace the bracketed variables with your details, then refine the result.

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