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Summarise Complex Academic Texts into Clear, Structured Summaries

🧠 What does it do?

This prompt helps you generate thorough, structured, and academically appropriate summaries of long or complex texts (such as articles, chapters, or excerpts). It is specifically designed for use cases where you need to grasp theories, arguments, concepts, and key findings before or after reading the original material. The output prioritizes clarity, organization, and completeness, using headings and bullet points for easy navigation.

This can be useful when looking at papers you might want to use for your research projects, or to support you during your study process.

⚠️ Disclaimer

While this prompt is optimized for detailed and accurate summaries, the quality of the result depends on the clarity of the original text and the completeness of the provided material. It does not interpret, critique, or supplement the text with external information. It is still recommended to engage with the original work to gain a better understanding of the complex nuances or context-specific insights.

✏️ Prompt

Task: Summarize the following text (article, chapter, or long excerpt) in a way that is detailed, accurate, and easy to understand for university-level readers.

Text: #“Title (and chapters), or insert text here”# [alternatively upload a PDF to the LLM]

Audience: University students who need to grasp the theory, concepts, arguments, and key findings without reading the entire original text. Assume the readers are capable of understanding complex ideas but value clarity, structure, and a well-organized summary.

Summary Requirements:
* Provide a thorough, in-depth, yet concise summary covering all major points, key arguments, and critical examples from the text.
* Organize the summary clearly, ensuring that the flow logically mirrors the structure and complexity of the original material.
* Include a brief introduction summarizing the overall theme or purpose of the text, and a clear conclusion synthesizing the main takeaways.
* Structure the rest of the summary in the most effective way to explain the material, depending on the type of content (e.g., narrative, theoretical, analytical), rather than rigidly following a predefined format.
* Avoid unnecessary repetition, vague generalities, or superficial glossing over complex ideas.
* Maintain a neutral, academic tone without inserting opinions, interpretations, or external information not present in the original text.
* When summarizing theories, frameworks, or models, explain them clearly and succinctly so readers understand the core logic without needing to refer back to the original text.
* Where helpful, you may briefly highlight definitions, important examples, or comparisons provided in the original text to strengthen understanding.

Format:
Ensure paragraphs are focused, clear, and logically ordered.
Use headings and bullet points if they help explain the material better, but prioritize a structure that best fits the content of the text being summarized rather than following a single fixed academic format.

Length Guideline:
The summary should be appropriately proportional to the length and complexity of the original material. (e.g., summarizing a 30-page chapter might yield around 1,000–1,500 words.)

Instruction:
Begin by giving a 2–3 sentence overview of the text’s overall theme or purpose, then proceed with the structured summary.

💡 Example

Example coming soon!

✨ Tips

  • Remove parts that don't apply to you.
  • Specify elements you want the summary to focus on.
  • Slightly tweak the prompt to better fit your context for better results.
  • If output is too short/long, ask for a different length.
  • Always double-check facts from generated content.

👤 Credit

This prompt was adapted from a prompt developed by Maastricht University, which is featured in their AI Prompt Library, and is licensed by them under CC BY-SA 4.0.

📄 This prompt is licensed under CC BY-SA 4.0.