Picture by the writer
. Introduction
If you have used LLM for different tasks, you probably have noticed that the reaction often depends on how you write the gesture. That’s what we say Instant engineering. The way you give instructions can be the difference between vague response and precise, viable answer. I know that engineering can feel a bit difficult immediately. This is not just pure science. It is a mixture of science and art, which means you have to experience to see what works better for every situation. Don’t worry – I have added you to this article.
We will pass 7 trials and trial recipes That you can bookmark and use for your work. I will not cover every domain here, but I will focus on 7 different areas. If any of them are closely straightened with what you are working on, try them and tell me how it runs. Here we go.
. 1. Job applications and careers → personal + personal prompt
Finding ordinary cover letters is very easy. Although I personally feel that a letter written by you will read naturally and attract employer’s better response, I think this is the most common matter to use. In this scene, add a personal touch and keep a natural tone. If you just paste your resomout é, it often highlights everything – even things that are not really important. If you want, you can also add some important points to the structure. Just ask: “Write a core letter for ML Engineer position in the XYZ company.” You do not want to give the impression that your letter is similar to every other candidate.
Template:
You are supportive of my career. Prepare a suitable core litter for (company title) position in (company).Details about me: (Paste key skills, all relevant achievements, and work experience).
Leaderships:
– Maintain the accent: professional, confident, yet natural – not excessively passionate.
-Summarize the experience in a manner that highlights the value and impact of the transfer, not a list of task -to -task.
– structure:
1) Brief introduction with real interest in character/company.
2) Comprehensive paragraph connects my background with character needs.
3) Closing paragraphs with a trusted but respected call.
– Place the letter under one page.
. 2. Maths and logical reasoning → China off Sochi + roll + some shot to indicate
Most people in the society may already know that China’s thinking and some shot are indicated, but since many students and non -technical users use LLM for this purpose, I wanted to clearly mention it. If you ask them directly, LLM often struggles with mathematics. For example, try to ask the LLM to count the number of “R” in “strawberries” and you can see it struggle. Instead, to ask him clearly “Step -by -step reason” Improves accuracy. Adding some shot examples-the outout reduces errors by providing a clear understanding of the process of argument.
Template:
You are a mathematical tutor. Solve the following problem in a phased manner before giving the final answer.Example:
Q: If the train travels at a speed of 60 km per hour for 2 hours, what extent does it go?
A: Step 1: speed × time = 60 × 2 = 120 km.
Final Answer: 120 kmNow resolve this problem:
(Insert your math problem here)
. 3. Code Generation → Directed Stress + obstacles indicate
Coding is one of the biggest cases of the use of LLMS, and that is why you have heard the term “vibing coding” trending. Even experienced developers have moved to the boiler plate code with LLM and move to the top construction while on the go. If you have done the first code, you know that the same problem can be solved in many ways, and LLMs sometimes make things more complicated than they need. Breaks in the form of obstacles – and breaks out works with clear inputs, outputs and requirements – practically maintains output.
Template:
You are a senior software engineer. Write the code to complete the following work using {obstruction}.Task: {Describe what the code should do}
Requirements:
Input format: {Explanation}
Output format: {Explanation}
Edge Cases to handle: {their list}Just provide a clean, commented code.
. 4.
Many people use LLM as a learning tool because they provide flexibility and the way they can easily adapt to your preferred structure. Different teaching methods work differently for people, but one point I have found both useful and widely adopted in education when learning is not just one -sided. Instead, the teacher asks you questions to check the understanding, then explains it or further explains. This keeps the process interactive and prevents passive reading.
Template:
You are a patient tutor. Instead of directly telling the answer, guide me in a phased manner using the questions that I can answer. Then, based on my answers, explain the solution clearly.Title: Insert TOPE Title}
Start teaching:
. 5. Creative Absolutes with Creative Writing and Story
One of the major use of LLMS was an increase in children’s content because they had the ability to produce attractive stories. You may have seen AI -based videos on YouTube after the same trend. The generation of the story is very good, but if you just let the model go, things can easily lose. It helps to engage and compose it, it helps to determine the obstacles, the theme, the role, or even the end. In practice, it works much for creative tasks.
Template:
You are about to tell a skilled story. Write a short story (about 400 400 words) in the style of magical realism.Context: First Person
Theme: Discovery of the hidden world in ordinary
Audience/complication levels: Baby (easy)
End: End with amazing turns.
. 6. Mental storms and Idea Generation → Different + Convener Thinking
When it comes to creativity, one of the most effective ways to use LLM is for a brain storm. But if you only ask for “ideas”, the model can throw out a random list that is either very wide or not practical. One better way is to follow the same process used in real brain storm sessions: First go wide and create maximum raw ideas (different thinking), then tighten and improve the best in a viable solution (contradictory thinking). In this way, you find both creativity and structures in production.
Template:
Step 1: (Title) Create 10 Raw, Unconstitutional Ideas.
Step 2: Select Top 3 Extreme Practical ideas and expand each one in a detailed project.
. 7. Business and Strategies
Many people also use LLM for business -related tasks, whether it be market research, planning, or strategies. The problem is if you only ask an ambiguous question “How do I improve my business?” You will usually get a common answer that doesn’t really help. The way to get a more practical, clear output is to prepare the gesture in the form of a structure, how consulting firms offer their analysis. It focuses the answer, avoids unnecessary fruits, and makes it viable.
Template:
You are a strategy advisor. Provide 3 structure analysis for (business challenge).Current Situation: Key facts, market context, or data available
Key Challenges: In solving important issues or obstacles
Suggested strategies: 3 viable steps that can be implemented directly
Kanwal seals A machine is a learning engineer and is a technical author that has a deep passion for data science and has AI intersection with medicine. He authored EBook with “Maximum Production Capacity with Chat GPT”. As a Google Generation Scholar 2022 for the APAC, the Champions Diversity and the Educational Virtue. He is also recognized as a tech scholar, Mitacs Global Research Scholar, and a Taradata diversity in the Harvard Wacked Scholar. Kanwal is a passionate lawyer for change, who has laid the foundation of a Fame Code to empower women in stem fields.