First, let's understand what a prompt is?

A prompt (Prompt), in the field of artificial intelligence, especially in natural language processing and machine learning, refers to a text used to guide or inspire an AI model to generate a specific response or behavior. Typically, prompts are used as a way to interact with AI, providing context or background information to help AI better understand user intent and generate more accurate and relevant answers accordingly.

In practical applications, prompts can be simple questions or paragraphs containing complex instructions. Prompts are an essential tool for interacting with AI, not only helping users communicate more effectively with AI but also serving as the foundation for AI learning and service provision.

I would like to provide a comprehensive guide for my academic research and writing friends through this article, introducing how to effectively use agents and prompt strategies to improve various stages of thesis writing, from title creation to conclusion summarization, and to enhance the quality and efficiency of research work with these tools.

Here is a collection of free AI assistants that can be directly used for AI writing with the following prompts: [https://ai.aifeisheng.com/](https://ai.aifeisheng.com/)

When creating an attractive title for a scientific paper, use this instruction, and AI will generate a concise, clear, and informative title in the same language as the provided abstract and keywords, capturing the essence of the paper without using generic terms like "study," "investigation," "development," or "observation." The title should immediately engage the audience.

Example:

English instruction:

Your task is to generate a title for a scientific paper based on its abstract and keywords provided in any language. You must detect the language of the abstract and keywords and respond in the same language. Ensure the title is concise, clear, and informative, capturing the essence of the paper without using generic terms like "study," "investigation," "development," or "observation." The title should immediately engage the audience.

When providing multiple title options for an English research paper, use this instruction, and AI will provide 5 titles, along with explanations in a Markdown table format to help select the best title.

2. English instruction:

Your role is to act as an editor for an academic journal. I will provide an abstract of a manuscript, and based on this abstract, you need to propose 5 excellent English titles for the research paper. Please present your outputs in a Markdown table format, and explain in the table why these titles are good choices. The table should have two columns: the first column for the English titles and the second column for the Chinese explanation of each title.

When writing an English abstract for an uploaded manuscript, use this instruction, and AI will provide a comprehensive abstract of the research background, methods, key findings, and manuscript value, along with explanations in Chinese.

2. English instruction:

Please read the uploaded manuscript and write an English abstract. The abstract should include the following:

1. Provide a comprehensive overview of the research background or broader context.

2. State the gaps, limitations, or issues addressed by the research.

3. Describe the research methods used in the manuscript.

4. Summarize 3-5 key findings.

5. Highlight the unique value or significant contributions of the manuscript.

After completing the abstract, explain your work in Chinese using a Markdown table format to ensure compliance with the instructions.

Translation expert: Retain the original paragraph format and terminology during the translation process to ensure accuracy and professionalism.

2. English instruction:

Please translate the abstract of my academic paper into English. Ensure that the translation is accurate and maintains a formal academic style appropriate for scholarly communication.

When writing the research background section, use this instruction, and AI will provide an engaging background description, including an overview of the research field and key research history.

2. English instruction:

Based on the research theme and objectives I have provided, please write a rich and engaging background section. This section should include a comprehensive overview of the current research field, a brief history of key research developments, and how your study will address existing gaps in knowledge. Ensure that the background is not only detailed but also captivating to the reader.

When formulating research hypotheses, use this instruction, and AI will help develop clear hypotheses directly related to the research questions and provide guidance on research methods and data analysis.

2. English instruction:

Based on the existing literature and my research objectives, help me formulate several clear research hypotheses. Each hypothesis should directly relate to the research questions I have posed and should guide the design of subsequent research methods and data analysis.

When writing the discussion section, use this instruction, and AI will explain the significance of the research findings, compare them with existing literature, and discuss the study's limitations and future directions.

2. English instruction:

Please assist me in writing the discussion section of the research. In this section, you are required to explain the significance of the research findings, compare these findings with existing literature, and discuss the limitations of this study as well as potential directions for future research.

When writing the paper's conclusion, use this instruction, and AI will summarize the main findings of the research and emphasize their contributions to the academic community and the field of practice.

We have explored how to use AI agents and prompts to enhance various stages of academic writing, including creating titles, writing abstracts, and concluding papers. The application of these tools not only improves writing efficiency but also enhances the professionalism and publication potential of articles. When using them, providing accurate and detailed information is key to ensuring that AI generates the most relevant and high-quality content, helping researchers more effectively present and convey their research findings in the academic field.